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How big companies risk obsolescence without generative AI

New Post has been published on https://thedigitalinsider.com/how-big-companies-risk-obsolescence-without-generative-ai/

How big companies risk obsolescence without generative AI

Generative AI is no longer a futuristic concept—it’s a transformative force reshaping today’s most innovative industries. Companies like Klarna and J.P. Morgan are making bold moves by integrating Generative AI into their operations, challenging the status quo and enabling unprecedented efficiency and creativity.

This shift isn’t merely an incremental upgrade; it’s a paradigm change that allows organizations to automate complex processes, generate creative content, and make data-driven decisions more effectively than ever before.

Yet despite its clear potential, many large companies hesitate, caught in the throes of Clayton Christensen’s “Innovator’s Dilemma.”

They are torn between the safety of their profitable legacy systems and the uncertain but promising path of investing in disruptive technologies like Generative AI. For these companies, the risk extends beyond lagging behind competitors; it’s the danger of becoming irrelevant in a landscape that rewards agility and punishes complacency.

In today’s fast-paced market, comfort zones have become liabilities. Companies that cling to legacy approaches while ignoring the winds of change are playing a dangerous game—one that could end with them being outpaced, outperformed, and ultimately pushed out of the market.

Disruption is relentless: Comfort zones are a liability

Christensen’s “Innovator’s Dilemma” illustrates how companies often lose their edge by focusing on existing products while ignoring larger shifts. Generative AI represents one of these shifts, transforming industries with innovations that enhance efficiency and open new possibilities.

Klarna’s recent decision to move away from well-established SaaS platforms like Salesforce and Workday exemplifies this transformation. By developing an internal AI-driven solution, they are not only replicating but surpassing decades of customization and workflow automation offered by industry giants.

This bold move challenges the narrative of SaaS ‘stickiness’ and highlights how companies that remain in their comfort zones risk being outpaced by more agile competitors.

Consider how Blockbuster, a giant in its heyday, ignored the rise of digital streaming while Netflix evolved from a niche DVD rental service into a streaming powerhouse. Companies that fail to adopt Generative AI today risk a similar fate. Disruptive technologies don’t pause for established players—they redefine industries and leave behind those who can’t or won’t adapt.

Malcolm Gladwell’s “The Tipping Point” emphasizes that transformative shifts often begin subtly, with small, almost unnoticeable changes that eventually reach critical mass.

Many companies entrenched in their comfort zones overlook these initial signs, dismissing them as inconsequential until the tipping point is reached and transformation becomes unavoidable. Finding a balance between existing customer needs and innovation is essential for long-term survival.

Balancing current needs with future vision

While addressing current customer needs is important, it’s equally critical for companies to anticipate future market demands. Generative AI technologies often start small, catering to niche markets or solving problems not immediately apparent to mainstream customers.

However, as these technologies evolve, they can redefine entire industries. Gladwell discussed how niche innovations, initially overlooked or even ridiculed, can suddenly become the next big thing when they reach a tipping point, rapidly gaining acceptance and disrupting established markets.

Focusing solely on present needs can leave companies vulnerable when market dynamics shift. To stay competitive, leaders must balance immediate demands with a clear vision for the future, ensuring their strategies include investments in disruptive technologies like Generative AI.

Klarna’s pivot to Generative AI illustrates the importance of this balance. While traditional SaaS platforms had been integral to their operations, Klarna recognized the potential of AI to streamline processes and reduce complexity.

By standardizing workflows and leveraging AI, they’ve created a more agile solution that meets current demands while positioning themselves for future growth. This move underscores Gladwell’s point about niche innovations gaining rapid acceptance when they reach a tipping point.

AI implementation: Costs and complexity

Having a vision for Generative AI is only part of the equation; the real test lies in execution, where costs and complexities can become formidable barriers. Implementing Generative AI requires a comprehensive, multi-year strategy.

The expenses associated with AI software, infrastructure, and staff training are significant hurdles that can deter many organizations. According to a 2023 report by McKinsey & Company, companies investing in AI can expect to allocate 20-30% of their IT budgets toward AI initiatives.

Klarna’s success wasn’t just about adopting new technology; it involved reengineering their tech stack from the ground up and embracing standardization to reduce complexity.

This approach demanded a significant commitment but resulted in a more agile and cost-effective system. Their experience demonstrates that while the barriers to AI implementation are real, they can be overcome with a strategic, long-term vision.

Integrating Generative AI is not just about acquiring technology—it’s about embedding it into the organizational DNA and aligning it with strategic business goals. This involves substantial investments not only in technology but also in people and processes, requiring a commitment to long-term change rather than short-term fixes.

Organizations that hesitate because of these initial hurdles risk being left behind as others recognize the potential and reach the tipping point where Generative AI shifts from experimental to essential.

Established organizations often value stability and incremental improvements. Generative AI challenges these norms, requiring businesses to rethink how value is created and delivered. The psychological barrier—the fear of undermining one’s own success—can paralyze decision-making and lead companies to stick with what’s safe rather than explore new frontiers.

Success amid challenges: J.P. Morgan

Despite these challenges, companies like J.P. Morgan are successfully navigating this complex landscape. J.P. Morgan has launched an AI-powered chatbot for its research analysts, streamlining access to insights and data across the organization.

This initiative reflects a broader strategy to embed Generative AI within the company’s operations, enhancing decision-making and fostering a culture of agility and innovation. By taking a proactive approach, J.P. Morgan is not just adopting Generative AI—it’s transforming how it does business, setting a blueprint for other companies on how to integrate AI successfully.

While measuring success in Generative AI can be challenging due to the early nature of the technology, the initial benefits are already reshaping business operations. One significant hurdle is establishing clear ROI and KPIs, as many AI projects are still in exploratory stages.

However, a Deloitte survey found that over 50% of early AI adopters reported a positive return on their investment. Leaders need to invest with a long-term vision, understanding that while specific metrics may still be evolving, the transformative impact of AI is increasingly undeniable.

The flexibility of small players: How nimble newcomers are disrupting the status quo

While established companies are adapting, smaller, more agile newcomers are often best positioned to capitalize on Generative AI’s potential quickly. Without the burden of legacy systems and entrenched processes, these newcomers can experiment, adapt, and scale AI initiatives more effectively.

Companies like Writesonic and Gamma.app are leveraging Generative AI to reshape industries such as content creation and business communication. They exemplify how agile players can outmaneuver larger, slower competitors.

As Gladwell describes in “The Tipping Point,” these innovations can shift from fringe concepts to mainstream essentials, catching larger companies off guard when they reach that critical tipping point.

Klarna’s bold strategy doesn’t just signify a shift for one company; it poses critical questions for the entire SaaS industry. If AI enables enterprises to replace decades of deep integration with more agile, customized solutions, the traditional ‘stickiness’ of SaaS platforms is under threat.

This development forces CIOs and IT leaders to reconsider their reliance on established providers and explore the potential of in-house AI-driven solutions. The financial stakes are high, as enterprises could save millions annually by reducing dependence on costly SaaS products.

According to Gartner, organizations can reduce operational costs by 20 – 30% by 2025 through AI-driven efficiencies. Klarna’s example may well be the tipping point that accelerates a broader move away from traditional SaaS, emphasizing the urgent need for companies to adapt or risk obsolescence.

Ethical and social considerations

As companies embrace Generative AI, it’s crucial to address ethical and social considerations. Issues such as data privacy, security, and algorithmic bias can pose significant risks if not properly managed.

A 2022 survey by PwC revealed that over 55% of consumers are concerned about how companies use their personal data. Implementing robust data governance policies and ethical guidelines is essential to build trust with stakeholders and ensure compliance with regulations like GDPR.

Moreover, the impact of AI on the workforce cannot be ignored. While AI can automate routine tasks, it may also lead to job displacement. Companies should invest in retraining and upskilling employees to work alongside AI technologies, fostering a culture of continuous learning and adaptation.

Taking action: A roadmap for embracing generative AI

To move from theory to practice, companies must take deliberate steps to integrate Generative AI into their operations. Here’s how leaders can begin this transformative journey:

Gain executive buy-in: Executive-level support is critical for success.

Conduct an AI readiness assessment: Evaluate your organization’s current capabilities, identify gaps, and set clear objectives for AI adoption.

Develop a strategic AI roadmap: Align AI initiatives with business goals, prioritize use cases, and create a phased implementation plan.

Start with pilot projects: Implement small-scale AI projects to demonstrate value, set measurable metrics, and iterate based on insights.

Invest in talent and training: Upskill existing employees, hire specialized talent, and foster a culture of innovation.

Address ethical and governance considerations: Establish ethical guidelines, implement governance frameworks, and engage stakeholders transparently.

Leverage partnerships and collaborations: Collaborate with AI vendors, join industry consortia, and engage academic institutions.

Monitor and measure impact: Set clear KPIs, conduct regular reviews, and scale successful projects.

Plan for long-term sustainability: Stay informed on AI developments, budget for ongoing investment, and anticipate future needs.

By following this roadmap, companies can navigate the complexities of Generative AI adoption, mitigate risks, and position themselves for long-term success in an increasingly AI-driven world.

The path forward: Embrace generative AI or face extinction

The lessons from the “Innovator’s Dilemma” speak volumes: focusing solely on today’s successes without investing in disruptive technologies like Generative AI is a risky bet. AI isn’t just another tool; it’s a fundamental shift in how businesses operate.

Companies that fully integrate Generative AI into their operations will not only survive but thrive, setting the pace for their industries. In contrast, those who fail to adapt risk meeting the same fate as Blockbuster and BlackBerry—left behind in a world increasingly driven by AI that rewards the bold and punishes the complacent.

Jim Collins, in “Good to Great,” emphasizes that truly great companies continuously evolve and align their strategies with the future. Klarna’s decision to harness Generative AI reflects this principle, demonstrating proactive leadership and a commitment to innovation.

Their approach serves as a blueprint for other companies: not just to adopt new technology but to redefine their operations and strategies around it. Without such commitment, companies risk stagnation—going from good to gone.

Conclusion

For leaders, the message is simple: adapt, innovate, and lead, or risk becoming a cautionary tale. Klarna and J.P. Morgan’s transformations illustrate that the future belongs to those willing to embrace change and leverage disruptive technologies to their advantage. The decision isn’t just about adopting new technology; it’s about ensuring your company is poised to excel tomorrow.

As Generative AI continues to advance rapidly, the window of opportunity to lead is narrowing. By taking proactive steps—assessing readiness, developing strategic roadmaps, investing in talent, and more—companies can overcome barriers and seize the transformative potential of AI. Embrace the change because Generative AI won’t wait, and neither should you. The time to act is now. 

References

1. Christensen, C. M. (1997). The innovator’s dilemma: When new technologies cause great firms to fail. Harvard Business Review Press.

2. Treiber, M. (2023). Klarna’s bold move: What it means for the future of SaaS in the enterprise. IKANGAI. https://www.ikangai.com/klarnas-bold-move-what-it-means-for-the-future-of-saas-in-the-enterprise/

3. Gladwell, M. (2000). The tipping point: How little things can make a big difference. Little, Brown.

4. McKinsey & Company. (2023). The state of AI in 2023: Generative AI’s breakout year. https://www.mckinsey.com/capabilities/quantumblack/our-insights/the-state-of-ai-in-2023-generative-AIs-breakout-year

5. J.P. Morgan. (2023). J.P. Morgan introduces AI-powered chatbot for research analysts. J.P. Morgan News. https://www.jpmorgan.com

6. Deloitte. (2022). State of AI in the enterprise, 5th edition. Deloitte. https://www.deloitte.com

7. PwC. (2022). Consumer intelligence series: Trusted tech. PwC. https://www.pwc.com

8. Collins, J. (2001). Good to great: Why some companies make the leap… and others don’t.

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[learning--tech]

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Artificial Intelligence (AI) Made Easy: A Smart Guide for Small Businesses to Boost Growth

Ever wondered if artificial intelligence (AI) could do wonders for your small business, just like in those big success stories? Well, the answer is a resounding yes! In this guide, we're breaking down the complex AI jargon into simple, actionable steps that won't put you to sleep. Let's explore how AI can revolutionize your customer relationships, streamline your operations, and give your business the boost it deserves.

1. AI's Superpower: Customer Relationships

Picture this: Artificial Intelligence (AI) helping you build better connections with your customers. No, it's not a dream! With tools like Salesforce's Einstein Activity Capture, AI can handle customer interactions effortlessly. It's like having a super-smart assistant that not only captures data accurately but also understands what your customers really want. Plus, with emotional analysis during calls (thanks to Cogito Intelligence), you'll always be in sync with your customers' vibes.

2. Talk of the Town: Customer Communication

Don't we all love a quick and helpful response? That's where AI-powered chatbots shine. These virtual helpers not only answer common questions but also work 24/7. So, your customers get instant answers about your business without waiting for office hours. It's like having a round-the-clock assistant, but without the coffee breaks!

3. HR Hero: AI in Human Resources

Artificial Intelligence (AI) isn't just for techies; it's a real hero in HR too! Imagine having Google's Hire system automatically sorting through resumes, highlighting the best candidates, and even scheduling interviews. It's like having a personal assistant that's excellent at hiring!

4. Money Matters: AI in Cash Flow Management

Let's talk cash! Predicting cash flow is like predicting the weather for your business. QuickBooks, with its Artificial Intelligence (AI) magic, does just that. It gives you recommendations based on real data, helping you make smart financial decisions. Think of it as your financial superhero, guiding you through the money maze.

5. Secret Weapon: AI for a Competitive Edge

Want to know what your competitors are up to? Artificial Intelligence (AI) can be your secret weapon. Tools like Crayon analyze data from competitors' websites, giving you insights without the manual research headache. It's like having a spy that spills all the beans without breaking a sweat.

6. Bonus Round: More Cool AI Strategies for Your Business

Personalized Marketing Magic: Artificial Intelligence (AI) can analyze your customer data to create personalized marketing campaigns. Imagine sending your customers offers and content they actually care about!

Smart Inventory Tricks: Let Artificial Intelligence (AI) predict what you need in stock and what you don't. Say goodbye to overstock or running out of the good stuff.

Automate the Boring Stuff: Identify those repetitive tasks and let Artificial Intelligence (AI) handle them. It's like having an assistant who loves doing the dull work.

Cybersecurity Buddy: Small businesses need cybersecurity too! Artificial Intelligence (AI) can spot unusual activities and stop cyber threats in their tracks.

Financial Wizardry: Get Artificial Intelligence (AI) to manage budgets, predict cash flows, and analyze financial data. It's like having a financial advisor who never takes a day off.

Chatbots for Super Support: Implement AI-driven chatbots for customer support. Your customers get quick answers, and your team can focus on the big stuff.

Social Media Guru: Let Artificial Intelligence (AI) analyze what's buzzing on social media. Find out what your customers love or dislike and tailor your strategy accordingly.

Sales Psychic: Predict future sales trends with Artificial Intelligence (AI). It's like having a crystal ball that actually works for your business.

User-Friendly Apps: Integrate Artificial Intelligence (AI) features into your mobile apps. Imagine your app understanding users and making their experience unique.

Creative Ally: Use Artificial Intelligence (AI) for design and content creation. It's like having a creative partner that never runs out of ideas.

Market Research Pro: Artificial Intelligence (AI) can help you study market trends and your competitors. Think of it as a research assistant that never takes a lunch break.

Artificial Intelligence (AI) in Training: For ongoing training, use AI-powered e-learning platforms. Each employee gets a personalized training plan.

Smart Hiring: Let Artificial Intelligence (AI) streamline recruitment. It's like having a hiring assistant that knows exactly what you're looking for.

Spy on Competitors: Use Artificial Intelligence (AI) to keep tabs on competitors. It's like having a business detective revealing their secrets.

Artificial Intelligence (AI) in App Development: Integrate AI features into your apps. It's like giving your app superpowers for a standout user experience.

Stay Updated: Keep an eye on Artificial Intelligence (AI) trends. Be ready to adapt your strategies as new and exciting AI technologies emerge.

7. Clearing the AI Fog: Busting Common Myths

Myth 1: AI Is Too Expensive

Nope! Small businesses can afford Artificial Intelligence (AI). Ready-made solutions are out there, and you don't need a whole tech team.

Myth 2: AI Is Only for Big Shots

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Myth 3: AI Is Too Complicated

Not really! Artificial Intelligence (AI) tools often come with user-friendly interfaces. It's like using apps on your phone—easy and straightforward.

8. AI Adoption Hacks for Small Businesses

Tip 1: Be Specific: Identify exactly what you want Artificial Intelligence (AI) to do. Don't just jump in; think about the specific challenges you want to tackle.

Tip 2: Tidy Up Your Data: Before diving into Artificial Intelligence (AI), organize your data. It's like cleaning up your room before a big makeover.

Tip 3: Plan Strategically: Artificial Intelligence (AI) isn’t a magic wand. Plan how it aligns with your goals and brings in a return on investment. Think strategy, not magic!

Tip 4: Avoid the 'Insights' Trap: Artificial Intelligence (AI) is a tool, not a crystal ball. Use it to make decisions, not just for insights. It's the decisions that count.

Tip 5: Stay Smart and Flexible: The Artificial Intelligence (AI) world moves fast. Stay updated, be smart, and be ready to tweak your strategies as new AI tech comes along.

Conclusion: Partner with Max Vision Solutions for an AI-Powered Business Transformation

In the fast-paced world of small business, Max Vision Solutions emerges as a key ally in unleashing the potential of artificial intelligence (AI). With a rich legacy of 15 years in the industry, Max Vision Solutions not only guides you through this transformative AI journey but also offers tailored solutions to make your business thrive.

As your strategic partner, Max Vision Solutions ensures that AI becomes more than just a technological upgrade—it becomes the driving force behind your business success. From seamless integration of cutting-edge AI tools to personalized strategies, we're here to give your small business the AI makeover it deserves. Trust Max Vision Solutions to simplify, streamline, and elevate your business operations with the power of Artificial Intelligence (AI). Let's embark on this exciting journey together! 🚀

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Market Research

Spy on Competitors

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AI Trends

Few Title

AI Magic for Small Businesses: Boosting Operations and Growth

[inkskinned]

i don't mean to sound ungrateful, but as a content creator on this site, there's a part of me that's like. they absolutely just stole my work.

i'm not, like, unaware that tumblr has been shuffling downhill for years now. sometimes i play with the idea of switching platforms, turning myself into the shark. i often get tens of thousands of notes - i could be "doing numbers" on a platform that actually pays me to do so. i could have statistics that i could use to sell myself, i could rebrand and make content pay-to-play and make brand deals. i could have the other life, i mean.

but i don't want to. i like the quiet nature of tumblr. i like that it still feels like i'm writing poetry, not like i'm fulfilling ad spots. i like the community, and that i can sometimes still take someone by surprise and write something that really speaks to them. i like the tags and reading things like oh of course it's fucking inkskinned i love you inkskinned you gay mess. my girlfriend recently told me that people tag things "inkskinned" because they assume it is similar to tagging "creative writing". that's wild. i made this word up when i was 19, and have always assumed people tag me in things so i read it (and i often do). i have nothing but love and gratitude for you all, for this tiny scoop of family.

and i haven't made any money off it. i had opportunities, and i turned them down. i could have sold this thing like a thousand times. i thought about moving my work elsewhere - over and over and over i thought about it. i weighed each option specifically. but my tumblr felt like ... it's for you guys, only. if you're still here and reading this, you deserve to do it for free.

tumblr has now, most likely, skimmed my work (and yours) in order to make money. i will never see a single cent for that violation. something about landlords, i guess - my work pays their rent.

i just lost my job on valentine's day, and am working on scrambling for solutions. i am writing this to a blog that they will probably scrape with AI. and like, what number to do you think it was? do you think it was only a couple hundred thousand? no way it was close to a million, right? my time, effort, energy - it belongs to someone else now. how many silver pieces for them to completely sell out their user base.

and it's kind of like - funny? when it isn't very-sad. because i personally don't know what to do, ya know? i might as well move to a different platform, where my efforts are ai-scraped but could eventually pay me. where i know my privacy is the cost - but it could result in actual money. anyway. i need to figure out how i'm paying for meds. i need to email like six people about COBRA benefits.

my work is powering someone else's AI. it will be a beautiful fabricated poem, made from words i've already said.

[reasonsforhope]

As a Deaf man, Adam Munder has long been advocating for communication rights in a world that chiefly caters to hearing people. 

The Intel software engineer and his wife — who is also Deaf — are often unable to use American Sign Language in daily interactions, instead defaulting to texting on a smartphone or passing a pen and paper back and forth with service workers, teachers, and lawyers. 

It can make simple tasks, like ordering coffee, more complicated than it should be. 

But there are life events that hold greater weight than a cup of coffee. 

Recently, Munder and his wife took their daughter in for a doctor’s appointment — and no interpreter was available. 

To their surprise, their doctor said: “It’s alright, we’ll just have your daughter interpret for you!” ...

That day at the doctor’s office came at the heels of a thousand frustrating interactions and miscommunications — and Munder is not isolated in his experience.

“Where I live in Arizona, there are more than 1.1 million individuals with a hearing loss,” Munder said, “and only about 400 licensed interpreters.”

In addition to being hard to find, interpreters are expensive. And texting and writing aren’t always practical options — they leave out the emotion, detail, and nuance of a spoken conversation. 

ASL is a rich, complex language with its own grammar and culture; a subtle change in speed, direction, facial expression, or gesture can completely change the meaning and tone of a sign. 

“Writing back and forth on paper and pen or using a smartphone to text is not equivalent to American Sign Language,” Munder emphasized. “The details and nuance that make us human are lost in both our personal and business conversations.”

His solution? An AI-powered platform called Omnibridge. 

“My team has established this bridge between the Deaf world and the hearing world, bringing these worlds together without forcing one to adapt to the other,” Munder said. 

Trained on thousands of signs, Omnibridge is engineered to transcribe spoken English and interpret sign language on screen in seconds...

“Our dream is that the technology will be available to everyone, everywhere,” Munder said. “I feel like three to four years from now, we're going to have an app on a phone. Our team has already started working on a cloud-based product, and we're hoping that will be an easy switch from cloud to mobile to an app.” ...

At its heart, Omnibridge is a testament to the positive capabilities of artificial intelligence. "

-via GoodGoodGood, October 25, 2024. More info below the cut!

To test an alpha version of his invention, Munder welcomed TED associate Hasiba Haq on stage. 

“I want to show you how this could have changed my interaction at the doctor appointment, had this been available,” Munder said. 

He went on to explain that the software would generate a bi-directional conversation, in which Munder’s signs would appear as blue text and spoken word would appear in gray. 

At first, there was a brief hiccup on the TED stage. Haq, who was standing in as the doctor’s office receptionist, spoke — but the screen remained blank. 

“I don’t believe this; this is the first time that AI has ever failed,” Munder joked, getting a big laugh from the crowd. “Thanks for your patience.”

After a quick reboot, they rolled with the punches and tried again.

Haq asked: “Hi, how’s it going?” 

Her words popped up in blue. 

Munder signed in reply: “I am good.” 

His response popped up in gray. 

Back and forth, they recreated the scene from the doctor’s office. But this time Munder retained his autonomy, and no one suggested a 7-year-old should play interpreter. 

Munder’s TED debut and tech demonstration didn’t happen overnight — the engineer has been working on Omnibridge for over a decade. 

“It takes a lot to build something like this,” Munder told Good Good Good in an exclusive interview, communicating with our team in ASL. “It couldn't just be one or two people. It takes a large team, a lot of resources, millions and millions of dollars to work on a project like this.” 

After five years of pitching and research, Intel handpicked Munder’s team for a specialty training program. It was through that backing that Omnibridge began to truly take shape...

“Our dream is that the technology will be available to everyone, everywhere,” Munder said. “I feel like three to four years from now, we're going to have an app on a phone. Our team has already started working on a cloud-based product, and we're hoping that will be an easy switch from cloud to mobile to an app.” 

In order to achieve that dream — of transposing their technology to a smartphone — Munder and his team have to play a bit of a waiting game. Today, their platform necessitates building the technology on a PC, with an AI engine. 

“A lot of things don't have those AI PC types of chips,” Munder explained. “But as the technology evolves, we expect that smartphones will start to include AI engines. They'll start to include the capability in processing within smartphones. It will take time for the technology to catch up to it, and it probably won't need the power that we're requiring right now on a PC.” 

At its heart, Omnibridge is a testament to the positive capabilities of artificial intelligence. 

But it is more than a transcription service — it allows people to have face-to-face conversations with each other. There’s a world of difference between passing around a phone or pen and paper and looking someone in the eyes when you speak to them. 

It also allows Deaf people to speak ASL directly, without doing the mental gymnastics of translating their words into English.

“For me, English is my second language,” Munder told Good Good Good. “So when I write in English, I have to think: How am I going to adjust the words? How am I going to write it just right so somebody can understand me? It takes me some time and effort, and it's hard for me to express myself actually in doing that. This technology allows someone to be able to express themselves in their native language.” 

Ultimately, Munder said that Omnibridge is about “bringing humanity back” to these conversations. 

“We’re changing the world through the power of AI, not just revolutionizing technology, but enhancing that human connection,” Munder said at the end of his TED Talk. 

“It’s two languages,” he concluded, “signed and spoken, in one seamless conversation.”

[probablyasocialecologist]

The rapid growth of the technology industry and the increasing reliance on cloud computing and artificial intelligence have led to a boom in the construction of data centers across the United States. Electric vehicles, wind and solar energy, and the smart grid are particularly reliant on data centers to optimize energy utilization. These facilities house thousands of servers that require constant cooling to prevent overheating and ensure optimal performance. Unfortunately, many data centers rely on water-intensive cooling systems that consume millions of gallons of potable (“drinking”) water annually. A single data center can consume up to 3 million to 5 million gallons of drinking water per day, enough to supply thousands of households or farms. The increasing use and training of AI models has further exacerbated the water consumption challenges faced by data centers.

[...]

The drinking water used in data centers is often treated with chemicals to prevent corrosion and bacterial growth, rendering it unsuitable for human consumption or agricultural use. This means that not only are data centers consuming large quantities of drinking water, but they are also effectively removing it from the local water cycle. Dry air reduces the risk of corrosion and electrical issues in the sensitive equipment in the data centers. The lack of humidity in water-stressed regions, such as the American Southwest, makes it an attractive location for data centers. This means that the regions in which it is “best” to locate a data center due to its arid environment has the highest marginal cost in terms of water consumption. In the Phoenix area alone, there are 58 data centers. If each data center uses 3 million gallons of water per day for cooling, that equates to over 170 million gallons of drinking water used per day for cooling data centers. This massive consumption of drinking water for data center cooling puts a strain on the already fragile water supply and raises ethical questions about prioritizing the needs of tech giants over the basic needs of residents and agriculture.

[...]

Optimizing renewable power with AI and data centers at the expense of increasing water consumption is not a sustainable solution. Prioritizing one aspect of sustainability, such as reducing carbon emissions, while neglecting another crucial resource like water creates an illusion of sustainability. In reality, this can lead to unsustainable practices that can have severe unintended consequences for individuals and farmers, especially in water-stressed regions.

[glancetelecom]

Say goodbye to outdated systems and hello to a new era of efficiency and excellence in customer service. Join us in enhancing call centre performance and achieving higher customer satisfaction than ever before. https://bit.ly/4cG4F2U #AIPoweredVoIP #CallCenterPerformance #CustomerSatisfaction #TelecomInnovati #GlanceTelecom

[sunshinesmebdy]

Pluto in Aquarius: Brace for a Business Revolution (and How to Ride the Wave)

The Aquarian Revolution

Get ready, entrepreneurs and financiers, because a seismic shift is coming. Pluto, the planet of transformation and upheaval, has just entered the progressive sign of Aquarius, marking the beginning of a 20-year period that will reshape the very fabric of business and finance. Buckle up, for this is not just a ripple – it's a tsunami of change. Imagine a future where collaboration trumps competition, sustainability dictates success, and technology liberates rather than isolates. Aquarius, the sign of innovation and humanitarianism, envisions just that. Expect to see:

Rise of social impact businesses

Profits won't be the sole motive anymore. Companies driven by ethical practices, environmental consciousness, and social good will gain traction. Aquarius is intrinsically linked to collective well-being and social justice. Under its influence, individuals will value purpose-driven ventures that address crucial societal issues. Pluto urges us to connect with our deeper selves and find meaning beyond material gains. This motivates individuals to pursue ventures that resonate with their personal values and make a difference in the world.

Examples of Social Impact Businesses

Sustainable energy companies: Focused on creating renewable energy solutions while empowering local communities.

Fair-trade businesses: Ensuring ethical practices and fair wages for producers, often in developing countries.

Social impact ventures: Addressing issues like poverty, education, and healthcare through innovative, community-driven approaches.

B corporations: Certified businesses that meet rigorous social and environmental standards, balancing profit with purpose.

Navigating the Pluto in Aquarius Landscape

Align your business with social impact: Analyze your core values and find ways to integrate them into your business model.

Invest in sustainable practices: Prioritize environmental and social responsibility throughout your operations.

Empower your employees: Foster a collaborative environment where everyone feels valued and contributes to the social impact mission.

Build strong community partnerships: Collaborate with organizations and communities that share your goals for positive change.

Embrace innovation and technology: Utilize technology to scale your impact and reach a wider audience.

Pluto in Aquarius presents a thrilling opportunity to redefine the purpose of business, moving beyond shareholder value and towards societal well-being. By aligning with the Aquarian spirit of innovation and collective action, social impact businesses can thrive in this transformative era, leaving a lasting legacy of positive change in the world.

Tech-driven disruption

AI, automation, and blockchain will revolutionize industries, from finance to healthcare. Be ready to adapt or risk getting left behind. Expect a focus on developing Artificial Intelligence with ethical considerations and a humanitarian heart, tackling issues like healthcare, climate change, and poverty alleviation. Immersive technologies will blur the lines between the physical and digital realms, transforming education, communication, and entertainment. Automation will reshape the job market, but also create opportunities for new, human-centered roles focused on creativity, innovation, and social impact.

Examples of Tech-Driven Disruption:

Decentralized social media platforms: User-owned networks fueled by blockchain technology, prioritizing privacy and community over corporate profits.

AI-powered healthcare solutions: Personalized medicine, virtual assistants for diagnostics, and AI-driven drug discovery.

VR/AR for education and training: Immersive learning experiences that transport students to different corners of the world or historical periods.

Automation with a human touch: Collaborative robots assisting in tasks while freeing up human potential for creative and leadership roles.

Navigating the Technological Tsunami:

Stay informed and adaptable: Embrace lifelong learning and upskilling to stay relevant in the evolving tech landscape.

Support ethical and sustainable tech: Choose tech products and services aligned with your values and prioritize privacy and social responsibility.

Focus on your human advantage: Cultivate creativity, critical thinking, and emotional intelligence to thrive in a world increasingly reliant on technology.

Advocate for responsible AI development: Join the conversation about ethical AI guidelines and ensure technology serves humanity's best interests.

Connect with your community: Collaborate with others to harness technology for positive change and address the potential challenges that come with rapid technological advancements.

Pluto in Aquarius represents a critical juncture in our relationship with technology. By embracing its disruptive potential and focusing on ethical development and collective benefit, we can unlock a future where technology empowers humanity and creates a more equitable and sustainable world. Remember, the choice is ours – will we be swept away by the technological tsunami or ride its wave towards a brighter future?

Decentralization and democratization

Power structures will shift, with employees demanding more autonomy and consumers seeking ownership through blockchain-based solutions. Traditional institutions, corporations, and even governments will face challenges as power shifts towards distributed networks and grassroots movements. Individuals will demand active involvement in decision-making processes, leading to increased transparency and accountability in all spheres. Property and resources will be seen as shared assets, managed sustainably and equitably within communities. This transition won't be without its bumps. We'll need to adapt existing legal frameworks, address digital divides, and foster collaboration to ensure everyone benefits from decentralization.

Examples of Decentralization and Democratization

Decentralized autonomous organizations (DAOs): Self-governing online communities managing shared resources and projects through blockchain technology.

Community-owned renewable energy initiatives: Local cooperatives generating and distributing clean energy, empowering communities and reducing reliance on centralized grids.

Participatory budgeting platforms: Citizens directly allocate local government funds, ensuring public resources are used in line with community needs.

Decentralized finance (DeFi): Peer-to-peer lending and borrowing platforms, bypassing traditional banks and offering greater financial autonomy for individuals.

Harnessing the Power of the Tide:

Embrace collaborative models: Participate in co-ops, community projects, and initiatives that empower collective ownership and decision-making.

Support ethical technology: Advocate for blockchain platforms and applications that prioritize user privacy, security, and equitable access.

Develop your tech skills: Learn about blockchain, cryptocurrencies, and other decentralized technologies to navigate the future landscape.

Engage in your community: Participate in local decision-making processes, champion sustainable solutions, and build solidarity with others.

Stay informed and adaptable: Embrace lifelong learning and critical thinking to navigate the evolving social and economic landscape.

Pluto in Aquarius presents a unique opportunity to reimagine power structures, ownership models, and how we interact with each other. By embracing decentralization and democratization, we can create a future where individuals and communities thrive, fostering a more equitable and sustainable world for all. Remember, the power lies within our collective hands – let's use it wisely to shape a brighter future built on shared ownership, collaboration, and empowered communities.

Focus on collective prosperity

Universal basic income, resource sharing, and collaborative economic models may gain momentum. Aquarius prioritizes the good of the collective, advocating for equitable distribution of resources and opportunities. Expect a rise in social safety nets, universal basic income initiatives, and policies aimed at closing the wealth gap. Environmental health is intrinsically linked to collective prosperity. We'll see a focus on sustainable practices, green economies, and resource sharing to ensure a thriving planet for generations to come. Communities will come together to address social challenges like poverty, homelessness, and healthcare disparities, recognizing that individual success is interwoven with collective well-being. Collaborative consumption, resource sharing, and community-owned assets will gain traction, challenging traditional notions of ownership and fostering a sense of shared abundance.

Examples of Collective Prosperity in Action

Community-owned renewable energy projects: Sharing the benefits of clean energy production within communities, democratizing access and fostering environmental sustainability.

Cooperatives and worker-owned businesses: Sharing profits and decision-making within companies, leading to greater employee satisfaction and productivity.

Universal basic income initiatives: Providing individuals with a basic safety net, enabling them to pursue their passions and contribute to society in meaningful ways.

Resource sharing platforms: Platforms like carsharing or tool libraries minimizing individual ownership and maximizing resource utilization, fostering a sense of interconnectedness.

Navigating the Shift

Support social impact businesses: Choose businesses that prioritize ethical practices, environmental sustainability, and positive social impact.

Contribute to your community: Volunteer your time, skills, and resources to address local challenges and empower others.

Embrace collaboration: Seek opportunities to work together with others to create solutions for shared problems.

Redefine your own path to prosperity: Focus on activities that bring you personal fulfillment and contribute to the collective good.

Advocate for systemic change: Support policies and initiatives that promote social justice, environmental protection, and equitable distribution of resources.

Pluto in Aquarius offers a unique opportunity to reshape our definition of prosperity and build a future where everyone thrives. By embracing collective well-being, collaboration, and sustainable practices, we can create a world where abundance flows freely, enriching not just individuals, but the entire fabric of society. Remember, true prosperity lies not in what we hoard, but in what we share, and by working together, we can cultivate a future where everyone has the opportunity to flourish.

[dreaminginthedeepsouth]

William Faulkner, "Never be afraid" :: [(From a speech delivered May 28, 1951 at Fulton Chapel, University of Mississippi)]

* * * *

LETTERS FROM AN AMERICAN

September 25, 2024

Heather Cox Richardson

Sep 26, 2024

In 2004 a senior advisor to President George W. Bush famously told journalist Ron Suskind that people like Suskind lived in “the reality-based community.” They believed people could find solutions to problems through careful study of discernible reality. But, the aide continued, Suskind’s worldview was obsolete. “That’s not the way the world really works anymore,” the aide said. “We are an empire now, and when we act, we create our own reality. And while you’re studying that reality— judiciously, as you will—we’ll act again, creating other new realities, which you can study too, and that’s how things will sort out. We’re history’s actors…and you, all of you, will be left to just study what we do.” 

We appear to be in a moment when the reality-based community is challenging the ability of the MAGA Republicans to create their own reality. 

Central to the worldview of MAGA Republicans is that Democrats are socialists who have destroyed the American economy. Trump calls Harris a “radical-left. Marxist, communist, fascist” and insists the economy is failing. 

In Pittsburgh, Pennsylvania, today, Harris laid out her three-pillar plan for an “opportunity economy.” She explained that she would lower costs by cutting taxes for the middle class, cutting the red tape that stops housing construction, take on corporate landlords who are hiking rental prices, work with builders and developers to construct 3 million new homes and rentals, and help first-time homebuyers with $25,000 down payment assistance. She also promised to enact a federal ban on corporate price gouging on groceries and to cap prescription drug prices by negotiating with pharmaceutical companies. 

Harris said she plans to invest in innovation by raising the deduction for startup businesses from its current $5,000 to $50,000 and providing low- or no-interest loans to small businesses that want to expand. Her goal is to open the way for 25 million new small businesses in her first four years, noting that small businesses create nearly 50% of private sector jobs in the U.S. 

Harris plans to create manufacturing jobs of the future by investing in biomanufacturing and aerospace, remaining “dominant in AI, quantum computing, blockchain, and other emerging technologies, and expand[ing] our lead in clean energy innovation and manufacturing.” She vowed to see that the next generation of breakthroughs—“from advanced batteries to geothermal to advanced nuclear—are not just invented, but built here in America by American workers.” Investing in these industries means strengthening factory towns, retooling existing factories, hiring locally, and working with unions. She vowed to make jobs available for skilled workers without college degrees and to cut red tape to reform permitting for innovation.

“I am a capitalist,” she said. “I believe in free and fair markets. I believe in consistent and transparent rules of the road to create a stable business environment. And I know the power of American innovation.” She said she would be pragmatic in her approach to the economy, seeking practical solutions to problems and taking good ideas from wherever they come. 

“Kamala Harris, Reagan Democrat!” conservative pundit Bill Kristol posted on social media after her speech. 

For his part, Trump has promised an across-the-board tariff of 10% to 20% that billionaire Mark Cuban on the Fox News Channel called “insane” and Quin Hillyer of the Washington Examiner warned “would almost certainly cause immense price hikes domestically, goad other countries into retaliating, and perhaps set off an international trade war” that could “wreck the economy.” Cuban then told Jake Tapper of CNN that Trump’s promise to impose 10% price controls on credit card interest rates and price caps is “Socialism 101.” 

Yesterday, more than 400 economists and high-ranking U.S. policymakers endorsed Harris, and today, the members of former South Carolina governor Nikki Haley’s presidential leadership teams in Michigan, Iowa, and Vermont announced they would be supporting Harris, in part because of Trump’s economic policies.

While Trump insisted yet again today that “the economy is doing really, really badly,” the stock market closed at a record high today for the fourth day in a row. 

In other economic news, for nine years, Trump has said he will find a cheaper and better way to provide healthcare to Americans than the Affordable Care Act, although on September 10 he admitted he has only the “concepts of a plan.” Today the Treasury Department released statistics showing that 4.2 million small business owners have coverage through the ACA. Losing that protection would impact 618,590 small business owners in Florida, 450,010 in California, 423,790 in Texas, and 168,070 in Georgia.

Trump has made a claim that crime has risen dramatically under President Joe Biden and Vice President Kamala Harris central to his campaign rhetoric. The opposite is true. Two days ago, on September 23, the Federal Bureau of Investigation released its official report on crime statistics from 2023 compared with 2022. Those statistics showed that murder and non-negligent manslaughter fell by 11.6%. Rape fell by 9.4%. Aggravated assault fell by 2.8%. Robbery fell by 0.3%. Hate crimes fell by 0.6%. 

Central to the worldview of MAGA Republicans is that immigration weakens a nation and that immigrants increase crime and disease. First Republican vice presidential nominee Ohio senator J.D. Vance and then Trump himself repeatedly advanced the lie that Haitian immigrants in Springfield, Ohio, are eating their neighbors’ pets and bringing disease. 

Clergy members from multiple faiths have asked politicians to stop their lies about Haitian immigrants, and today the leader of Haitian Bridge Alliance, a nonprofit organization that represents the Haitian community, filed a charges against Trump and Vance for disrupting public services, making false alarms, telecommunications harassment, and aggravated menacing and complicity.  

Immediately, Representative Clay Higgins (R-LA), who in the past supported Ku Klux Klan leader David Duke and filmed a selfie inside a gas chamber at Auschwitz, posted on social media: “Lol. These Haitians are wild. Eating pets, vudu, nastiest country in the western hemisphere, cults, slapstick gangsters…but damned if they don’t feel all sophisticated now, filing charges against our President and VP. All these thugs better get their mind right and their *ss out of our country before January 20th.” 

After an outcry, Higgins took the post down. According to House speaker and fellow Louisiana Republican Mike Johnson, who called Higgins a “very principled man,” Higgins took it down after he “prayed about it.” Johnson seemed unconcerned about his colleague’s racism, saying, “we believe in redemption around here.” 

But in a statement, House minority leader Hakeem Jeffries (D-NY) called Higgins’s statement “vile, racist and beneath the dignity of the United States House of Representatives. He must be held accountable for dishonorable conduct that is unbecoming of a Member of Congress. Clay Higgins is an election-denying, conspiracy-peddling racial arsonist who is a disgrace to the People’s House. This is who they have become. Republicans are the party of Donald Trump, Mark Robinson, Marjorie Taylor Greene, Clay Higgins and Project 2025. The extreme MAGA Republicans in the House are unfit to govern.” 

On Monday, Dan Gooding of Newsweek reported that although Trump said on September 18 he would go to Springfield, he will not. Republican Ohio governor Mike DeWine had warned that the local community would not welcome a visit from the former president. 

Republican politicians and candidates, including Trump, embraced North Carolina gubernatorial candidate and current lieutenant governor Mark Robinson, who trumpeted the extremists’ MAGA narrative. The September 19 revelation by CNN reporters Andrew Kaczynski and Em Steck that Robinson had boasted on a pornography website that he considers himself a “black NAZI!”, would like to reinstate slavery, and would like to own some people himself, and shared the sexual kinks in which he engaged with his wife’s sister prompted most of his campaign staff to resign. 

Andrew Egger of The Bulwark reported today that on a different online forum, Robinson called for a political assassination as well as making racist attacks on entertainer Oprah Winfrey and former president Barack Obama. Robinson has called all the information released about him “false smears” and has said “[n]ow is not the time for intra-party squabbling and nonsense,” but declined help tracking down those he claims falsified his online comments. Today, multiple media outlets reported that top staff in Robinson’s government office are stepping down.  

Reality hit hard this week in Texas, too, where U.S. Bankruptcy Judge Christopher Lopez yesterday approved the auctioning off of conspiracy theorist Alex Jones’s media business, the aptly-named InfoWars. Jones insisted that the 2012 Sandy Hook Elementary School shooting  was a “hoax” designed to whip up support for gun restrictions, and that the grieving parents were played by “crisis actors.” Juries found Jones guilty of defaming the families of the murdered children and causing them emotional distress. 

The auction of his property will enable the families to begin to collect on the more than $1 billion the jurors determined Jones owed them for his reprehensible and harmful behavior. 

LETTERS FROM AN AMERICAN

HEATHER COX RICHARDSON

[jcmarchi]

10 Best Data Integration Tools (September 2024)

New Post has been published on https://thedigitalinsider.com/10-best-data-integration-tools-september-2024/

10 Best Data Integration Tools (September 2024)

Data is the core component of effective organizational decision-making. Today, companies generate more data – over 145 zettabytes in 2024 – through sources like social media, Internet-of-Things (IoT) sources, and point-of-sale (POS) systems.

The challenge? Compiling data from these disparate systems into one unified location.

This is where data integration comes in!

Data integration is the process of combining information from multiple sources to create a consolidated dataset. While essential, it’s often time-consuming, resource-intensive, and prone to error when done manually.

Data integration tools can simplify this process, allowing businesses to streamline workflows and gain more actionable insights faster.

This blog will explore the benefits of data integration tools, the different types available, and the best tools to consider in 2024.

Benefits of Data Integration Tools

Data integration tools are designed to unify disparate data into a centralized system, making it easier for businesses to analyze and use for forecasting, marketing, and operational decisions..

This is important because 3 out of 4 organizations suffer from data silos, leading to inefficient decision-making due to incomplete information. Data integration tools consolidate this data, breaking down silos.

Data often comes in different formats depending on the source. These tools help standardize this data, ensuring consistency. Moreover, data integration tools can help companies save $520,000 annually by automating manual data pipeline creation.

Further, data integration tools create a unified, single source of truth for an organization’s data, leading to more accurate reporting, better data sharing, and improved decision-making.

Types of Data Integration Tools

Data integration tools come in various forms, with each catering to different organizational needs:

On-Premise Tools: These software are installed on and operated from a customer’s own in-house/local servers. They offer greater control over data security but can be resource-intensive.

Cloud-Based Tools: Hosted in the cloud or online, these tools offer more flexibility and scalability than on-premise tools.

Open-Source Tools: These tools are available free of charge and usually require coding expertise.

All-in-One Solutions: These are platforms offer functionalities beyond data integration. They can provide data transformation, validation, extraction, and governance capabilities alongside integration.

The Top 10 Data Integration Tools in 2024

The best data integration tools are not just technically robust – they also offer many non-tech benefits. Here are the top options to consider in 2024:

Fivetran is an established software in the data integration category. It offers fully automated data movement, enabling businesses to centralize their data in a warehouse. Fivetran also provides robust data security and governance. It can be deployed on-premise, in the cloud, or in a hybrid manner.

Key Features: Automated data pipelines with real-time updates, pre-built connectors, and hands-off maintenance.

Pros: Robust security certifications, automated updates, real-time data replication.

Cons: Limited customization options, opaque pricing, weak data transformation features.

Visit Fivetran →

Talend provides robust data integration, transformation, and data governance capabilities. It offers both open-source and enterprise/paid versions and facilitates big data management.

Key Features: Seamless integration with cloud and on-premise environments, extensive data quality, and governance tools.

Pros: Scalable, strong data governance features, support for big data.

Cons: It can be resource-intensive and requires technical skills for setup and management.

Visit Talend →

Informatica is an enterprise-level data management platform covering data integration, governance, and quality. It is known for its powerful data processing and transformation capabilities.

Key Features: Workflow automation, cloud-native architecture, and end-to-end data governance.

Pros: Robust functionality, highly scalable, large user community.

Cons: Costly for small to mid-sized businesses, steep learning curve.

Visit Informatica →

A product under the Pentaho brand by Hitachi Vantara, Pentaho Data Integration is a no-code data integration platform. It provides a drag-and-drop graphical UI for building data pipelines and is deployable on-premises and on the cloud.

Key Features: Extensive extract, transform, and load (ETL) functions, data integration, and data preparation – all in one platform.

Pros: Reusable transformation templates, large library of pre-built connectors, real-time data validation.

Cons: High learning curve for new users, limited customer support.

Visit Pentaho →

Jitterbit specializes in API integration, allowing businesses to connect to software-as-a-service (SaaS), on-premise, and cloud applications. It is ideal for organizations looking to build integrations quickly.

Key Features: Pre-built connectors, API integration, and automation tools for hybrid cloud and on-premise systems.

Pros: Fast API integrations, great for connecting disparate cloud-based systems.

Cons: Limited on-premise support and data mapping features.

Visit Jitterbit →

6. Hevo Data

Hevo Data is a real-time data integration platform designed for simplicity and speed. It provides connectivity to over 150+ sources and destinations.  Moreover, it is focused on replicating and streaming data in real-time and is trusted by over 2500+ companies.

Key Features: Real-time data replication and integration with major data warehouses.

Pros: Real-time updates, easy-to-use UI, seamless trial experience.

Cons: Confusing transformations, lack of pipeline categorization, view sync issues.

Visit Hevo Data →

7. Boomi

Boomi, formerly a Dell company, is an integration-as-a-service (IaaS) and API management platform. It also offers EDI management features alongside data governance. They are known for their expertise in Mergers & Acquisitions/Divestiture data movement.

Key Features: Cloud-native platform with powerful data migration capabilities.

Pros: Excellent reusability of components, extensive connectors, quick bug fixes.

Cons: Comparatively weak documentation, lack of robust auditability, low-code nature requires some coding knowledge.

Visit Boomi →

Airbyte is an open-source data movement platform with paid tiers. It’s designed for enterprises looking to leverage generative AI (GenAI). Airbyte has a 300+ library of connectors and the functionality to create custom ones. It also provides both low-code and no-code development.

Key Features: Customizable connectors, automated data syncing, open-source.

Pros: Available as a library in Python, one of the largest user communities, flexible sync frequency.

Cons: Troubleshooting failed syncs is difficult, API docs are unclear, and job execution features can be more developed.

Visit Airbyte →

SAP Data Services is part of the SAP Business Technology Platform. It is an enterprise-grade data integration solution offering tools for data quality and cleansing.

Key Features: Data integration, cleansing, transformation, and governance tools integrated with other SAP applications..

Pros: Apache integration, big data support, real-time data management.

Cons: Error descriptions are too vague, lack of cloud connectivity options, and debugging is difficult.

Visit SAP Data Services →

10. Astera

Astera is an AI-powered no-code data management platform that allows businesses to effortlessly perform end-to-end data management. It provides data extraction, integration, warehousing, API management, and electronic data management (EDI) management functionalities.

Key Features: No-code user interface (UI) with drag-and-drop architecture, custom pre-built connectors, and AI automation.

Pros: It is easy to use for non-technical users, supports multiple data sources, has high data mapping functionality, and offers highly rated customer service.

Cons: Documentation is complex, and optical character recognition (OCR) features are lacking.

Visit Astera →

Selecting the right tools for data integration can be difficult and time-consuming. Multiple factors are involved in the selection process. Let’s look at some essential criteria.

Factors to Consider When Selecting a Data Integration Tool

The ideal tool depends on the unique needs and stage of each business, which is characterized by the following factors:

Compatibility: Ensure the tool integrates seamlessly with your existing data sources and systems.

Ease of Use: No-code or low-code tools with drag-and-drop functionality are easy to use andgreat for  teams from all backgrounds.

Scalability: A good data integration tool should be scalable. On-premise solutions are limited in scalability, making them a sub-optimal choice for large and growing companies.

Cost: Evaluate the total cost of ownership, including licensing, maintenance, and support, as well as the expected return on investment (ROI).

Functionality: Assess the range of features, including automation, transformation, and governance.

Security: Look for robust security measures to protect sensitive data, especially in cloud-based environments with certifications like SOC 1 and 2, ISO 27001, etc.

Future Trends

AI is becoming common across industries – and data integration applications will also become more AI-focused, i.e., data mapping and ETL. As cloud services evolve, serverless data integration will also become a popular option.

Furthermore, with the growing use of cloud solutions, data integration-as-a-service (DIaaS) platforms will gain traction, offering businesses higher data scalability.

Explore Unite.ai for more resources on data integration and management.

[sallysetoncore]

no bc im still like. furious that NaNoWriMo is not only refusing to make a statement against AI, but trying some twisted (and inaccurate) method of political correct ideology to guilt trip other people into being pro-AI.

people have already pointed out that the thing about NaNoWriMo is that it's hard. i've lost more years than i've won (but i have won! and the losses make the wins more powerful, to me). like fifty thousand words in a month is no joke. but there's no cost to winning and there's no cost to losing. i never felt like i was behind my peers because nanowrimo had successfully created, to me, a community. i was active on the forums and had people willing to read what i had written and talk about character.

which, for the record, i still have communities like that, in fandoms. i still read supernatural and les miserables fics for my friends and they still help me figure out plot points that aren't working. none of this has cost me a penny. i have never once wanted to replace them with AI.

as for disability, obviously everyone is different, but AI is not the solution either. my disability has made NaNoWriMo harder for me, but it hasn't been impossible, and it's still a challenge. hell, being involved in plays and musicals during the month of November made it harder for me. but that doesn't mean that effectively cheating is the way to go.

and we've all talked before about AI stealing from other writers. at the end of November, to prove you won, you upload your manuscript to the website. how am i ever supposed to trust a pro-AI website with my manuscript? what's stopping them from feeding it to their machine? i don't have money for a lawyer to fight them. NOW it's about money.

i don't know. i won my first NaNoWriMo ten years ago, when i wasn't even old enough to technically participate (but i didn't want to be part of the Young Writer's Program or whatever). and it meant a lot to me and it still does. and i wish i wrote more. and i wish most organizations/companies weren't so fucking greedy. i don't know.

[redgoldsparks]

September Reading and Reviews by Maia Kobabe

I post my reviews throughout the month on Storygraph and Goodreads, and do roundups here and on patreon. Reviews below the cut.

The Princess and the Grilled Cheese by Deya Muniz 

Lady Camembert is the only child of Count Camembert, but as a daughter she cannot inherit unless she marries. She refuses, and after her father's death takes up a different life in the capital city, far from her hometown: she pretends to be the male heir to her father's title. This feels like the perfect solution, except then she meets Princess Brie, and as feelings begin to develop between them, Cam despairs that her secret identity means she can never be anything more than friends with the Princess. This is a beautifully drawn book, sweet and silly, full of cheese puns and historical anachronisms.

The Yakuza’s Bias vol 1 by Teki Yatsuda 

Yakuza member Ken Kanashiro's life is changed when the daughter of the clan leader he works for takes him along to a kpop concert. Ken is moved by the kpop idol group's commitment, hard work, passion, and loyalty to each other and their fans. His introduction to fandom, and new social media friends, bring a breath of fresh air into his violent and dangerous life... and like most fervent fans, he starts trying to convince the people around him to stan the group to greater or lesser success. This manga series is very much in the same tone as Way of the House Husband but I appreciated the slightly longer chapters and the growing ensemble cast. It's a silly concept but with moments of genuine feeling as it shows how loving something can connect you to a whole new community.

Of Thunder and Lightning by Kimberly Wang

This is a beautiful, meta deconstruction of battle-robot manga; it plays with POV, with format, and theme. Two corporate nations struggle for dominance in a ruined world. Each spreads propaganda about the other; each has developed a pop-star like AI robot avatar, which battle each other in televised combat with custom costumes and snappy catch phrases. These robots, Magni and Dimo, exist only to destroy each other, but also find in each other their only equal. They both savor their violent encounters, but both are pushed by their creators and handlers to destroy the other. The story is half devastating elegance, half tongue-in-cheek satire. This title is most easily available through the publisher's website and I highly recommend it.

Blackward by Lawrence Lindell 

Four friends, Lika, Amor, Lala, and Tony, bonded in a bookclub over being Black, queer, weird and punk. They clearly see the need for a community space for folks like themselves, but struggle with how and where to build that space. After their first attempt is ruined by trolls, they ask for guidance from a local bookstore owner and zine fest organizer. So the idea for the Blackward Zine Fest is born, an event to showcase creativity, make new connections, and maybe even find dates. This book doesn't shy away from the negative sides of existing and creating as a minority in public, but it is also a celebration of friendship and community and the power of comics!

Assassin’s Quest by Robin Hobb read by Paul Boehmer 

What an exciting, explosive end to this trilogy! Fitz starts this book as low as a man can be, having returned from near death, with nearly every person who has ever known him believing him dead. He has to learn how to be human again, and learn how to care, and figure out his plans now that he has hypothetical total freedom. But the Red Ships are still pounding the Six Duchies shores, and Regal has withdrawn the strength and wealth of the Duchies inland. Verity is still missing on his endless quest. The beginning drags a little, but after the mid point of this book it is CONSTANT action and adventure, with so many twists and turns, and such a payoff at the end. If you like high fantasy, I highly recommend this series, and I'm so glad I chose to revisit it this summer.

I Thought You Loved Me by Mari Naomi

This is a long, thoughtful look at a friendship breakup, told through prose, letters, diary excerpts, collage, and comics. Mari met Jodie in high school where they bonded as rebellious teens seeking freedom from parental and academic rules. They loved the same music, both dropped out of school, and moved in the same circle of Bay Area folks for years. They were best friends- until Jodie cut Mari out of her life suddenly and unexpectedly. Years later, Mari was still trying to piece together what had happened, from lies, misunderstandings, secrets, affairs, communications lost in transit or responded to by the wrong recipient. Friendship breakups can be equally as devastating as romantic breakups- sometimes even more, as there's no societal norms on how to mourn them, and because we often expect friends to remain in our lives forever. This memoir was honest about how memory fades, how easy it can be to remember only the good or only the bad of a person colored through a specific lens, but also hopeful about the possibility of reconnection. No memoir is over while it's characters still live, and this one took more twists and turns than I was expecting! Beautiful and thought provoking.

Enemies by Svetlana Chmakova 

This fourth installment in the Berrybrook series is just as charming and warmhearted as the previous volumes. This one focuses on Felicity, an artist who struggles with time management and deadlines, and with comparisons to her hyper-organized, science-fair winning younger sister. Wanting to prove herself, Felicity joins a competition for kid entrepreneurs. But coming up with a winning idea proves more difficult than she expected, especially when her partner keeps suggesting completely impossible ideas. Also, one of her best friends from elementary school stopped talking to her and now glares daggers at Felicity and she has no idea why. It's hard to keep your head up in middle school with all of the swirling emotions, homework, personal projects, and still maintain high scores in the most popular new online multi-player combat game. But Felicity has the love and support of her family- all she has to do is be willing to ask for help.

Skip by Molly Mendoza

The art in this book is absolutely gorgeous, and the page layouts are stunning. The story opens with a child, Bloom, and a nonbinary adult, Bee, surviving in a post apocalyptic world. But Bee goes off to help a stranger and then Bloom falls through an Alice-in-Wonderland like rabbit hole into multiple different trippy, strange settings were they are generally much tinier than all the other inhabitants. There's a nice through line about friendship and trusting yourself, but ultimately I found the story too ungrounded and loose to have a deep emotional impact.

Alexander, The Servant and The Water of Life book 1 by Reimena Yee

I am so impressed by the scope, artistic skill, and inventiveness of this work! The author weaves together multiple, at times conflicting, tales of Alexander the Great. It's drawn in rich colors and a wide variety of styles, many of which reference specific historical manuscript traditions from medieval European to Islamic to East Asian. I love the way the flashbacks are worked into the frame narrative, I love the shifting art styles, I am awed by the size of this project. And you can read most of this first volume online for free here on the author's website.

Ocean’s Echo by Everina Maxwell read by Raphael Corkhill 

This is a creative and gripping follow up to Winter's Orbit. Set in the same larger universe but focusing on a new set of main characters in a new sector of space, this extremely slow burn romance is satisfyingly dense with military and political intrigue. Tennal is the nephew of the Legislator of Orshun; he's also a Reader, or someone who can telepathically read the emotions and surface thoughts of the people around him; he's also the black sheep of his family, a party boy and general fuck up. His aunt forces him into an army position with the intention of having him permanently mind-linked to an Architect, a soldier with the flip side of Tennal's skill- the ability to control people's minds. Tennal is horrified and begins to think of every possible way he can avoid this fate. But much larger forces are at play around him, from the mystery of a semi-destroyed scientific lab relocated in the middle of chaotic space, lies about the creation of Readers and Architects, and a coup in the making. This book is heavier on the sci-fi elements than the relationship progression, but that suited me just fine and I look forward to hopefully reading more installments in this series!

Sunshine by Jarrett J Krosoczka 

When author Jarrett Krosoczka was in high school he had the opportunity to volunteer for a week at a camp for kids with cancer, their siblings, and parents. Jarrett had no idea what to expect, but he packed his sketchbook and an open mind. The experience changed his outlook forever. He had his own problems back home: a family affected by addiction and absent parents which lead to him being raised by his grandparents. But in the company of children facing life-threatening illnesses his own concerns fell away. He built relationships with some families that lasted for decades after his time at the camp. Painted in soft gray with hints of yellow and orange, this book offers an honest look at families facing the very worst circumstances and still heading out into woods to find community, friendship, and a breath of peace at a nature camp.

The Out Side: Trans and Nonbinary Comics edited by The Kao 

A really charming collection of nonbinary and trans stories! Most focus on coming out, but a few talk about a later in the process piece of trans life, such as getting top surgery. I enjoyed seeing which pieces of the stories echoed each other, appearing universal, and which stood out as unique to an individual's experience.

Hard Reboot by Django Wexler read by Morgan Hallett 

Set far in the future, this sci-fi novella follows a researcher from an extra-terrestrial human settlement on a scientific tourist trip back to "Old Earth". A misunderstanding leads to her accepting a very large bet on the outcome of a mecha battled, and when she losses and can't pay, she has to team up with a mecha fighter to try and win the next round to get her money back. I was able to predict the majority of the twists of this story within the first quarter of the book, but it was still fairly entertaining as a short audiobook listen.

Best. Ceremony. Ever: How to Make the Serious Wedding Stuff Unique by Christopher Shelley 

I just officiated a wedding for the first time in my life, and this book (while cheesy) did actually help me get started writing the ceremony speech. It gave me the general outline of the beats I needed to hit, and some smart ideas of little touches or moments to include. The book is very inclusive of same-sex couples, which I really appreciated. Its also padded out with a completely unnecessary 50 page glossary of terms, so I only really read/skimmed the first three quarters of it, but I'd still recommend it if you are either planning or officiating a wedding.

[mariacallous]

On a stifling April afternoon in Ajmer, in the Indian state of Rajasthan, local politician Shakti Singh Rathore sat down in front of a greenscreen to shoot a short video. He looked nervous. It was his first time being cloned.

Wearing a crisp white shirt and a ceremonial saffron scarf bearing a lotus flower—the logo of the BJP, the country’s ruling party—Rathore pressed his palms together and greeted his audience in Hindi. “Namashkar,” he began. “To all my brothers—”

Before he could continue, the director of the shoot walked into the frame. Divyendra Singh Jadoun, a 31-year-old with a bald head and a thick black beard, told Rathore he was moving around too much on camera. Jadoun was trying to capture enough audio and video data to build an AI deepfake of Rathore that would convince 300,000 potential voters around Ajmer that they’d had a personalized conversation with him—but excess movement would break the algorithm. Jadoun told his subject to look straight into the camera and move only his lips. “Start again,” he said.

Right now, the world’s largest democracy is going to the polls. Close to a billion Indians are eligible to vote as part of the country’s general election, and deepfakes could play a decisive, and potentially divisive, role. India’s political parties have exploited AI to warp reality through cheap audio fakes, propaganda images, and AI parodies. But while the global discourse on deepfakes often focuses on misinformation, disinformation, and other societal harms, many Indian politicians are using the technology for a different purpose: voter outreach.

Across the ideological spectrum, they’re relying on AI to help them navigate the nation’s 22 official languages and thousands of regional dialects, and to deliver personalized messages in farther-flung communities. While the US recently made it illegal to use AI-generated voices for unsolicited calls, in India sanctioned deepfakes have become a $60 million business opportunity. More than 50 million AI-generated voice clone calls were made in the two months leading up to the start of the elections in April—and millions more will be made during voting, one of the country’s largest business messaging operators told WIRED.

Jadoun is the poster boy of this burgeoning industry. His firm, Polymath Synthetic Media Solutions, is one of many deepfake service providers from across India that have emerged to cater to the political class. This election season, Jadoun has delivered five AI campaigns so far, for which his company has been paid a total of $55,000. (He charges significantly less than the big political consultants—125,000 rupees [$1,500] to make a digital avatar, and 60,000 rupees [$720] for an audio clone.) He’s made deepfakes for Prem Singh Tamang, the chief minister of the Himalayan state of Sikkim, and resurrected Y. S. Rajasekhara Reddy, an iconic politician who died in a helicopter crash in 2009, to endorse his son Y. S. Jagan Mohan Reddy, currently chief minister of the state of Andhra Pradesh. Jadoun has also created AI-generated propaganda songs for several politicians, including Tamang, a local candidate for parliament, and the chief minister of the western state of Maharashtra. “He is our pride,” ran one song in Hindi about a local politician in Ajmer, with male and female voices set to a peppy tune. “He’s always been impartial.”

While Rathore isn’t up for election this year, he’s one of more than 18 million BJP volunteers tasked with ensuring that the government of Prime Minister Narendra Modi maintains its hold on power. In the past, that would have meant spending months crisscrossing Rajasthan, a desert state roughly the size of Italy, to speak with voters individually, reminding them of how they have benefited from various BJP social programs—pensions, free tanks for cooking gas, cash payments for pregnant women. But with the help of Jadoun’s deepfakes, Rathore’s job has gotten a lot easier.

He’ll spend 15 minutes here talking to the camera about some of the key election issues, while Jadoun prompts him with questions. But it doesn’t really matter what he says. All Jadoun needs is Rathore’s voice. Once that’s done, Jadoun will use the data to generate videos and calls that will go directly to voters’ phones. In lieu of a knock at their door or a quick handshake at a rally, they’ll see or hear Rathore address them by name and talk with eerie specificity about the issues that matter most to them and ask them to vote for the BJP. If they ask questions, the AI should respond—in a clear and calm voice that’s almost better than the real Rathore’s rapid drawl. Less tech-savvy voters may not even realize they’ve been talking to a machine. Even Rathore admits he doesn’t know much about AI. But he understands psychology. “Such calls can help with swing voters.”