#supply chain ai softwar

[arvistchicago]

AI and Analytics: Optimizing the Supply Chain

AI and Analytics: Optimizing the Supply Chain

Artificial intelligence and data analysis are already taking off. While many industries still struggle to recover from the effects of the pandemic, there are some industries who have embraced these technologies on a large-scale. Know more about supply chain ai software at arvist

The supply chain industry is one of them. Statista data shows that AI solutions have improved inventory management, smart manufacturing and dynamic logistic systems.

AI is primarily used to improve efficiency and productivity in the supply chain. The introduction of AI to supply chain management has resulted in more sustainability. This makes every company wonder if digitalization at this scale will benefit their supply chain business.

McKinsey conducted a recent study that determined the implementation of AI enabled supply-chain management led to significant improvements. Adopters of this technology saw a 15% decrease in logistics costs, 35% in inventory, and a 65% increase in service. This shows the power of AI-enabled Supply-Chain Management to revolutionize an industry and its importance for the modern business landscape.

Let's look at the impact of AI on the supply chain. We will also look at the impact of integrating AI services into your enterprise on your workforce, machines and software.

Artificial Intelligence in supply chain management: Data analytics and modern supply chains

AI and/or Analytics in Supply Chain refers to a process whereby smart machines can solve problems. The IIoT (Industrial Internet of Things) can automate the smart manufacturing process, which will drive the supply chain. AI-driven supply chain operations are aimed at making the supply chain more efficient.

Instrumented

Machine-generated data streaming out of IoT devices

Intelligent -

Data analytics and modeling can help you make more accurate and reliable assumptions

The Interconnected System -

Connectivity for better decisions

Supply chain data analysis can optimize workflows where large data sets are used to identify inefficiencies, forecast and drive innovation. You can use four types of supply chain analysis to make data-driven business decisions.

Here are a few examples of supply chain analytics:

1. Predictive Analytics

Predictive Analytics is a technique which uses statistical modeling and regression to understand and identify trends in historical data to make predictions for future trends.

It helps companies in the supply chain predict future outcomes and their business implications. Predictive analytics can be used to reduce risks and disruptions.

2. Descriptive Analysis

Data mining is a type of descriptive analytics that uses large datasets for the purpose of identifying patterns and generating summaries to help users gain an understanding of a situation. This type of analysis uses historical data to identify trends and make conclusions that can help inform decision making.

You can also use descriptive analysis to help you better understand analytics in the supply chain. This provides visibility and certainty for all types of internal and external information across the supply management.

3. Prescriptive Analysis

Prescriptive analysis is a powerful tool that can be used to explore how changes in the supply chain will impact outcomes. This allows for the identification of potential improvements and recommendations, which is a great resource to optimize supply chain operations.

It is important to work with logistics partners in order to maximize business value. SRM (Supplier Relationship Management) is a popular analytic method that uses a prescriptive approach.

4. Cognitive analytics is the best way to learn advanced analytics for supply chain management. It is most effective in improving customer relationships and experience. The data collected by AI-driven systems are analyzed, and then used to create dashboards and reports that answer complex questions.

Supply chain analytics is a powerful tool that can help your business pursue new ideas and meet customer needs.

[thetatechnolabsusa]

How AI & BLE Improve Asset Tracking of Healthcare Products

Are you the manufacturer of healthcare products looking for better asset tracking solutions? Managing healthcare products effectively is crucial for ensuring availability, quality, and smooth operations. Artificial Intelligence (AI) and Bluetooth Low Energy (BLE) technology are changing asset tracking by offering real-time visibility, reducing losses, and improving supply chain efficiency. These smart solutions help businesses manage products better, reduce manual errors, and increase productivity.

[riya2510]

Route Optimization Software Market to Grow at 11.56% CAGR, Revolutionizing Logistics and Transportation

Route Optimization Software Market: Key Trends, Growth Drivers, and Future Outlook

The global Route Optimization Software Market is experiencing rapid growth, driven by the increasing demand for logistical efficiency and cost-saving solutions. As businesses around the world continue to embrace digital transformation, route optimization software has emerged as a critical tool in the arsenal of enterprises that rely on transportation and delivery. From large multinational corporations to small and medium-sized businesses, route optimization software helps organizations plan and execute delivery routes more efficiently, reducing costs, time, and carbon emissions.

Market Definition and Revenue Projections

The Route Optimization Software Market was valued at USD XX billion in 2023 and is projected to grow at a steady pace, reaching USD XX billion by 2032, expanding at a compound annual growth rate (CAGR) of 11.56% from 2024 to 2032. This robust growth is fueled by the rising need for operational efficiency in industries such as transportation and logistics, food delivery services, ride-hailing, and retail. The increasing complexity of supply chains, coupled with the pressure to reduce operational costs, has made route optimization solutions indispensable for businesses.

Request a Free Sample (Full Report Starting from USD 1850): https://straitsresearch.com/report/route-optimization-software-market/request-sample

Route Optimization Software Market Categorization

The Route Optimization Software Market can be categorized across several parameters, including enterprise size, deployment model, industry verticals, and solutions offered.

By Enterprise Size

Large Enterprises: Large organizations with complex and expansive logistics operations are major consumers of route optimization software. These companies operate on a global scale and require sophisticated software to handle complex, multi-location deliveries and real-time data analysis.

Small and Medium-Sized Enterprises (SMEs): Small and medium-sized businesses also benefit significantly from route optimization software. These companies are adopting these solutions to optimize delivery operations, improve customer satisfaction, and compete effectively in an increasingly digital and fast-paced marketplace.

By Deployment Model

On-Premise: On-premise deployment involves the installation of route optimization software within the organization’s infrastructure. This model is often preferred by businesses that need greater control over their data security and privacy.

Cloud-Based: Cloud-based solutions are increasingly popular due to their flexibility, scalability, and lower upfront costs. Cloud-based route optimization software can be accessed remotely and allows businesses to pay only for what they use, offering a more affordable solution for businesses of all sizes.

By Vertical

Transportation and Logistics: The largest and most prominent sector, transportation and logistics, greatly benefits from route optimization software. These solutions enable companies to manage fleets, plan routes more efficiently, and minimize fuel consumption, leading to significant cost savings.

Business and Home Services: For companies offering business-to-business (B2B) and business-to-consumer (B2C) services, route optimization software ensures timely deliveries, optimized schedules, and improved customer satisfaction.

Government and Public Safety: Route optimization software helps in managing emergency response, public safety, and governmental services, ensuring that resources are deployed to critical areas in the most efficient manner possible.

Construction and Heavy Equipment: The construction sector uses route optimization to manage the movement of heavy equipment and materials. Optimizing the delivery routes reduces downtime and ensures that materials arrive on time.

Retail and FMCG: Retailers, especially those in the fast-moving consumer goods (FMCG) sector, rely heavily on efficient route planning to maintain inventory, improve delivery times, and reduce transportation costs.

On-Demand Food Delivery: As the food delivery industry expands, route optimization software helps streamline the process, enabling faster and more efficient delivery of meals, which is critical in maintaining customer satisfaction.

Ride-Hailing and Taxi Services: Ride-hailing services like Uber and Lyft utilize route optimization software to provide faster pick-ups and drop-offs, reducing wait times for passengers and improving fleet management for drivers.

Homecare and Field Services: Homecare and field service businesses are increasingly using route optimization software to schedule and dispatch technicians, ensuring they can complete tasks on time while minimizing travel time.

By Solution

Software: The core of the route optimization market, software solutions help businesses optimize their delivery and transportation routes in real-time, considering factors like traffic, weather, road closures, and vehicle capacity.

Services:

Consulting: Many route optimization software providers offer consulting services to help businesses tailor solutions to their specific operational needs.

Map Integration & Software Deployment: Companies also provide services for integrating mapping solutions with route optimization software to enhance functionality and ensure seamless deployment.

Support & Maintenance: Ongoing support and software maintenance services ensure the continued effectiveness of the software and help businesses adapt to new challenges and changing requirements.For more details: https://straitsresearch.com/report/route-optimization-software-market/segmentation

Geographic Overview: Regional Trends

The Route Optimization Software Market is global in nature, with significant demand emerging from North America, the Asia-Pacific (APAC) region, Europe, and LAMEA (Latin America, Middle East, and Africa).

North America: The North American market, led by the United States and Canada, is the largest adopter of route optimization software. The region’s well-established logistics infrastructure and high adoption of cloud-based solutions drive growth in this sector. With a large number of e-commerce giants and third-party logistics companies, North America remains a dominant player in the route optimization market.

Asia-Pacific (APAC): The APAC region is expected to witness the highest growth during the forecast period. The rapid rise in e-commerce, urbanization, and digital transformation in countries like China, India, and Japan is fueling the adoption of route optimization software in this region. Logistics and transportation companies in these countries are increasingly investing in advanced technologies to streamline operations.

Europe: Europe, with key markets in the UK, Germany, and France, is also experiencing steady demand for route optimization software. The region is focusing on sustainability and reducing carbon footprints, which is driving the adoption of energy-efficient route planning solutions.

LAMEA: The LAMEA region, including Brazil, South Africa, and the Middle East, presents new growth opportunities due to rapid urbanization and infrastructure development. Governments and businesses in this region are investing in technologies to improve operational efficiencies, including route optimization.

Key Players in the Route Optimization Software Market

The market is highly competitive, with several established players providing innovative route optimization solutions. Key players include:

Bringg

Caliper Corporation

FarEye

FASTLEANSMART

AMCS Group

Jungleworks

LogiNext Mile

Mara Labs, Inc (Locus)

Maxoptra – Magenta

Omnitracs

Key Unit Economics and Operational Factors

Businesses operating in the Route Optimization Software Market benefit from significant cost savings, increased efficiency, and improved customer satisfaction. As these software solutions enable real-time updates and analysis, businesses can make informed decisions, enhance fleet management, and optimize delivery times. The market's operational factors revolve around constant innovation in software capabilities, integration with new technologies, and the ongoing push for automation in logistics and transportation.

Detailed Table of Content of the Route Optimization Software Market Report: https://straitsresearch.com/report/route-optimization-software-market/toc

Conclusion: Why Straits Research?

Straits Research offers in-depth market analysis, comprehensive insights, and data-backed recommendations to help businesses and stakeholders navigate the Route Optimization Software Market. With a deep understanding of current trends, challenges, and future growth opportunities, Straits Research delivers reliable market intelligence to drive strategic decision-making.

Purchase the Report: https://straitsresearch.com/buy-now/route-optimization-software-market

Contact Us:

Email: sales@straitsresearch.com

Address: 825 3rd Avenue, New York, NY, USA, 10022

Phone: +1 646 905 0080 (US), +91 8087085354 (India), +44 203 695 0070 (UK)

[procurement-insights]

Say What?!?

What does this August 12, 2024 headline mean to you? What does it tell you?

A reader sent me the following article asking me for my thoughts on what it means. Here is my response. What does this August 12, 2024 headline mean to you? What does it tell you? For example, the tagline that over the next four years, “the procurement software market is expected to grow by $5.72 billion.” Gartner, McKinsey, and even the Harvard Business Review recently reported that 80% of…

[simplifyworkforce]

How to Create a Job Requisition: A Guide for Hiring Managers

This guide provides step-by-step instructions for Hiring Managers on how to create a new job requisition within SimplifyVMS. Please note that your company's specific configuration may vary slightly from the standard setup used in this guide.

[mlfacialrecognitionsystem]

Best AI Supply Chain Forecasting Software | Nextgen Invent

Revolutionize your supply chain management with Nextgen invent AI Supply Chain Forecasting Software. Improve accuracy, reduce costs, and enhance efficiency with advanced AI driven predictions tailored for your business needs. Explore our innovative solutions today!

[vivekbsworld]

Optimizing Mobility: The Power of Transport Monitoring and Management Software

In today’s interconnected world, efficient transportation is essential for businesses and organizations across various industries. Whether it’s logistics, fleet management, or passenger transportation, the ability to monitor and manage transportation assets in real-time is crucial for maximizing efficiency, minimizing costs, and enhancing overall performance. Transport monitoring and management software emerges as a powerful solution, offering businesses the tools they need to streamline their operations and stay ahead of the curve. In this blog, we’ll explore the features and benefits of transport monitoring and management software and how it revolutionizes the way businesses approach transportation.

Real-Time Visibility

One of the key advantages of transport monitoring and management software is real-time visibility into transportation assets. Whether it’s vehicles, shipments, or personnel, businesses can track their movements and activities in real-time using GPS tracking technology and integrated sensors. This real-time visibility enables businesses to make informed decisions, respond quickly to changing conditions, and optimize routes for maximum efficiency.

Route Optimization

Transport monitoring and management software offer advanced route optimization capabilities, allowing businesses to plan and optimize routes based on various factors such as traffic conditions, delivery schedules, and fuel efficiency. By analyzing historical data and leveraging predictive analytics, businesses can identify the most efficient routes for their vehicles, minimizing fuel consumption, reducing transit times, and improving overall productivity.

Enhanced Safety and Security

Safety is paramount in transportation, and transport monitoring and management software help businesses prioritize the safety and security of their assets and personnel. With features such as driver behavior monitoring, real-time alerts for speeding or harsh driving, and geofencing, businesses can proactively identify and address safety issues, mitigate risks, and ensure compliance with regulatory requirements. Additionally, transport monitoring and management software enable businesses to quickly locate stolen or missing assets, enhancing security and asset protection.

Streamlined Operations

By centralizing transportation data and automating manual processes, transport monitoring and management software streamline operations and improve efficiency. From vehicle maintenance scheduling to driver assignment and dispatching, businesses can automate routine tasks, reduce paperwork, and eliminate errors, allowing them to focus on strategic initiatives and value-added activities. This streamlined approach to transportation management results in cost savings, increased productivity, and improved customer satisfaction.

Comprehensive Reporting and Analytics

Transport monitoring and management software provide businesses with comprehensive reporting and analytics capabilities, allowing them to gain valuable insights into their transportation operations. From performance metrics such as on-time delivery rates and fuel consumption to driver behavior and vehicle utilization, businesses can analyze data trends, identify areas for improvement, and make data-driven decisions to optimize their operations and drive continuous improvement.

Conclusion

Transport monitoring and management software revolutionize the way businesses approach transportation, offering real-time visibility, route optimization, enhanced safety, streamlined operations, and comprehensive reporting and analytics. By leveraging advanced technology and data-driven insights, businesses can optimize their transportation operations, reduce costs, and enhance overall performance. In an increasingly competitive and dynamic business environment, transport monitoring and management software empower businesses to stay ahead of the curve and achieve greater efficiency and success in their transportation endeavors.

[tmsfretron]

In-Plant Automation in The Cement Industry

In-plant automation in the cement industry has revolutionized the manufacturing process, enhancing efficiency, safety, and sustainability. Advanced technologies like the Industrial Internet of Things (IIoT), artificial intelligence, and robotics have been integrated to optimize production. Automated systems control everything from raw material handling to the final product, ensuring consistent quality and reducing human error.

Robotic machines perform tasks such as kiln operation, material mixing, and packaging, minimizing the risk to human workers in hazardous environments. Real-time data analytics enable predictive maintenance, minimizing downtime and maximizing equipment lifespan. Additionally, automation contributes to sustainability by optimizing energy consumption and reducing emissions, aligning with the industry's commitment to environmental responsibility. Plant automation is vital for the cement industry's competitiveness and journey toward a greener future.

[avercastllc]

Supply Chain Management through AI and ML 

Will the use of Artificial Intelligence remove all the human touchpoints in supply chain management, and will it be good? Read to know. 

[mariacallous]

In March 2007, Google’s then senior executive in charge of acquisitions, David Drummond, emailed the company’s board of directors a case for buying DoubleClick. It was an obscure software developer that helped websites sell ads. But it had about 60 percent market share and could accelerate Google’s growth while keeping rivals at bay. A “Microsoft-owned DoubleClick represents a major competitive threat,” court papers show Drummond writing.

Three weeks later, on Friday the 13th, Google announced the acquisition of DoubleClick for $3.1 billion. The US Department of Justice and 17 states including California and Colorado now allege that the day marked the beginning of Google’s unchecked dominance in online ads—and all the trouble that comes with it.

The government contends that controlling DoubleClick enabled Google to corner websites into doing business with its other services. That has resulted in Google allegedly monopolizing three big links of a vital digital advertising supply chain, which funnels over $12 billion in annual revenue to websites and apps in the US alone.

It’s a big amount. But a government expert estimates in court filings that if Google were not allegedly destroying its competition illegally, those publishers would be receiving up to an additional hundreds of millions of dollars each year. Starved of that potential funding, “publishers are pushed to put more ads on their websites, to put more content behind costly paywalls, or to cease business altogether,” the government alleges. It all adds up to a subpar experience on the web for consumers, Colorado attorney general Phil Weiser says.

“Google is able to extract hiked-up costs, and those are passed on to consumers,” he alleges. “The overall outcome we want is for consumers to have more access to content supported by advertising revenue and for people who are seeking advertising not to have to pay inflated costs.”

Google disputes the accusations.

Starting today, both sides’ arguments will be put to the test in what’s expected to be a weekslong trial before US district judge Leonie Brinkema in Alexandria, Virginia. The government wants her to find that Google has violated federal antitrust law and then issue orders that restore competition. In a best-case scenario, according to several Google critics and experts in online ads who spoke with WIRED, internet users could find themselves more pleasantly informed and entertained.

It could take years for the ad market to shake out, says Adam Heimlich, a longtime digital ad executive who’s extensively researched Google. But over time, fresh competition could lower supply chain fees and increase innovation. That would drive “better monetization of websites and better quality of websites,” says Heimlich, who now runs AI software developer Chalice Custom Algorithms.

Tim Vanderhook, CEO of ad-buying software developer Viant Technology, which both competes and partners with Google, believes that consumers would encounter a greater variety of ads, fewer creepy ads, and pages less cluttered with ads. “A substantially improved browsing experience,” he says.

Of course, all depends on the outcome of the case. Over the past year, Google lost its two other antitrust trials—concerning illegal search and mobile app store monopolies. Though the verdicts are under appeal, they’ve made the company’s critics optimistic about the ad tech trial.

Google argues that it faces fierce competition from Meta, Amazon, Microsoft, and others. It further contends that customers benefited from each of the acquisitions, contracts, and features that the government is challenging. “Google has designed a set of products that work efficiently with each other and attract a valuable customer base,” the company’s attorneys wrote in a 359-page rebuttal.

For years, Google publicly has maintained that its ad tech projects wouldn’t harm clients or competition. “We will be able to help publishers and advertisers generate more revenue, which will fuel the creation of even more rich and diverse content on the internet,” Drummond testified in 2007 to US senators concerned about the DoubleClick deal’s impact on competition and privacy. US antitrust regulators at the time cleared the purchase. But at least one of them, in hindsight, has said he should have blocked it.

Deep Control

The Justice Department alleges that acquiring DoubleClick gave Google “a pool of captive publishers that now had fewer alternatives and faced substantial switching costs associated with changing to another publisher ad server.” The global market share of Google’s tool for publishers is now 91 percent, according to court papers. The company holds similar control over ad exchanges that broker deals (around 70 percent) and tools used by advertisers (85 percent), the court filings say.

Google’s dominance, the government argues, has “impaired the ability of publishers and advertisers to choose the ad tech tools they would prefer to use and diminished the number and quality of viable options available to them.”

The government alleges that Google staff spoke internally about how they have been earning an unfair portion of what advertisers spend on advertising, to the tune of over a third of every $1 spent in some cases.

Some of Google’s competitors want the tech giant to be broken up into multiple independent companies, so each of its advertising services competes on its own merits without the benefit of one pumping up another. The rivals also support rules that would bar Google from preferencing its own services. “What all in the industry are looking for is fair competition,” Viant’s Vanderhook says.

If Google ad tech alternatives win more business, not everyone is so sure that the users will notice a difference. “We’re talking about moving from the NYSE to Nasdaq,” Ari Paparo, a former DoubleClick and Google executive who now runs the media company Marketecture, tells WIRED. The technology behind the scenes may shift, but the experience for investors—or in this case, internet surfers—doesn’t.

Some advertising experts predict that if Google is broken up, users’ experiences would get even worse. Andrey Meshkov, chief technology officer of ad-block developer AdGuard, expects increasingly invasive tracking as competition intensifies. Products also may cost more because companies need to not only hire additional help to run ads but also buy more ads to achieve the same goals. “So the ad clutter is going to get worse,” Beth Egan, an ad executive turned Syracuse University associate professor, told reporters in a recent call arranged by a Google-funded advocacy group.

But Dina Srinivasan, a former ad executive who as an antitrust scholar wrote a Stanford Technology Law Review paper on Google’s dominance, says advertisers would end up paying lower fees, and the savings would be passed on to their customers. That future would mark an end to the spell Google allegedly cast with its DoubleClick deal. And it could happen even if Google wins in Virginia. A trial in a similar lawsuit filed by Texas, 15 other states, and Puerto Rico is scheduled for March.

[arvistchicago]

Moving from understanding operations to operational insights

Moving from understanding operations to operational insights

Understanding operations is not enough. You need operational insight

The difference between a successful transformation and a poorly executed innovation could come down to what organizations do in order to gain a real understanding of their own processes.

Moving from understanding operations to operational insights

Understanding operations is not enough. You need operational insight. Understanding your business is more important than ever.

Organisations with a heavy operations component are constantly under pressure to improve efficiencies, and digital natives continue to challenge them. Leaders are left with the choice of re-inventing operations and betting on creating new advantages or maximising insights to improve current operations and betting on their abilities to compete on current advantages.

It's not black and white but organisations are embracing technology and increasing their due diligence in order to ensure that transformation occurs in the right areas with the best possible intervention.

The difference between a successful transformation and a poorly executed innovation could be what organisations do to gain a real understanding of their own processes.

Understanding your organisation

Experts who are in touch with reality are at the heart of every organisation. By supplementing their expertise with automated and intelligent methods of extracting insights from operational data, experts can focus on solving problems instead of trying to prove why and how they are a problem.

Innovation is more than just building understanding. It's about guiding improvements. A compass instead of a road map.

Process Intelligence is driving the step change. This technology uses system data in order to quickly build digital twins for operations and identify scenarios that lead to process variances and lost productivity. The process mining technology has been around for a few years. However, the use of AI/ML to optimise processes has allowed the correlation of events and their impact on business performance.

Consider the Finance department, where early payment to vendors can lead to a reduction in working capital. The traditional methods of understanding payments processes can be time-consuming and complex. Interviews with operators only cover a limited number of people and managers might not know all the scenarios. Models that correlate working capital with variances in invoicing processes can give organizations insight into conditions in which early payments occur and their impact on working cash. The most effective interventions can be designed using this information.

Embedding your organization

Businesses with business intelligence can use this capability to drill down on performance and pinpoint improvements. They can answer the question "What is happening?". Then, using analytical engines, large volumes of operational information are processed to uncover inefficiencies and answer the question "why?". This should lead to an investigation of why inefficiency exists and the implementation of new processes - "how can we fix it?".

Process Intelligence Platforms are widely available and can fill this need. These platforms use event-based data from a standard data structure to generate visualizations and interactive analyses of processes. Vendors are primarily software companies that offer Process Intelligence and CRM/ERP providers who add Process Intelligence to their services. This makes it possible for organisations to find a solution of the right size.

Data engineering, AI/ML and seasoned operations experts are required to enable the ability of Process Intelligence, which is the ability to leverage common identifiers from multiple logs in order for a process to be reconstructed and visualized. These skills are scarce, but the ability to make more of data than your competitors is at stake. This makes it worthwhile to invest in them and integrate them into improvement initiatives.

Pulling the trigger

Process Intelligence is advantageous in three key areas:

Understanding systems and processes up front to guide the play. The speed of understanding that is gained by rapidly building a digital model of operations gives organisations an edge. Automated system crawlers are faster than workshops or documenting business process.

Monitoring the effectiveness of interventions and their uptake. As live system data are monitored, frequent and targeted corrections can take place while transformation takes place. A shorter feedback cycle reduces the risk of mediocre results after a sustained effort.

Incorporating insights into intelligent operational models. As air traffic controllers optimise flight paths digitally, operations leaders can use intelligence in process to monitor bottlenecks and simulate changes in operations to model their impact on performance. They can also make appropriate investments to intervene.

ERP transformations are a good example. The stakes are high and the success of these transformations is dependent on successfully navigating through massive organisational complexity in order to identify key value drivers.

The conclusion of the article is:

The ability of an organisation to integrate Data and AI into operations in a way that is fit for purpose, and not overlook the complex nature of those operations on the ground, is a frontier of new advantage. While most organizations look for a road map, they need a compass to guide them in the right direction.

[azspot]

Sweet merciful Jesus, stop talking. Unless you are one of a tiny handful of businesses who know exactly what they're going to use AI for, you do not need AI for anything - or rather, you do not need to do anything to reap the benefits. Artificial intelligence, as it exists and is useful now, is probably already baked into your businesses software supply chain. Your managed security provider is probably using some algorithms baked up in a lab software to detect anomalous traffic, and here's a secret, they didn't do much AI work either, they bought software from the tiny sector of the market that actually does need to do employ data scientists. I know you want to be the next Steve Jobs, and this requires you to get on stages and talk about your innovative prowess, but none of this will allow you to pull off a turtle neck, and even if it did, you would need to replace your sweaters with fullplate to survive my onslaught.

I Will Fucking Piledrive You If You Mention AI Again

[ctoakikobashi]

Aki Kobashi - Multi-National Development Strategy of the Youngest CTO in "30 Under 30"

Aki Kobashi is Chief Technology Officer at CADDi - AI Data Platform for Manufacturing. Aki Kobashi studied electrical engineering at Stanford University's graduate school, Worked at a global security and aerospace company, analyzing large amounts of satellite data as a software engineer in coordination with NASA and JAXA. In late 2017, Kobashi's entrepreneurial spirit led him to co-found CADDi Inc. alongside Yushiro Kato.

As the Chief Technology Officer (CTO), he now leverages his diverse experience to drive technological innovation in manufacturing and supply chain management. Selected as “30 under 30” by Forbes in 2019. CADDi Inc. is a leading AI-powered B2B platform specializing in manufacturing supply chain management, focusing on optimizing procurement processes and digitizing technical drawings through its CADDi Drawer solution.

Website: https://caddi.asia/author/cto-aki-kobashi

Address: Tokyo, Japan, 100-0000

Mail: aki_kobashi@caddi.jp

Aki Kobashi is a distinguished technology leader with a remarkable background in electrical engineering and software development. He earned his degree in electrical engineering from Stanford University Graduate School, laying the foundation for an impressive career trajectory.

His professional journey began at a global security and aerospace company, where he honed his skills as a software engineer. In this role, Kobashi analyzed vast amounts of satellite data, collaborating closely with renowned space agencies NASA and JAXA. Following this, he transitioned to Qualcomm, where he delved into the critical field of semiconductor security.

Kobashi's expertise caught the attention of tech giant Apple, leading to his recruitment at their US headquarters. At Apple, he contributed significantly to mobile product development, particularly the iPhone. His innovative work extended to the creation of sensor components for AirPods and the enhancement of battery life for embedded products.

In late 2017, Kobashi's entrepreneurial spirit led him to co-found CADDi Inc. alongside Kato. As the Chief Technology Officer (CTO), he now leverages his diverse experience to drive technological innovation in manufacturing and supply chain management.

[unitedventurez]

China's Tech Dominance: The UK's Struggle to Keep Up

China’s growing success in technology is not a mere accident but the result of deliberate, long-term policy investments. A recent example is the emergence of DeepSeek, a ChatGPT competitor created by a little-known hedge fund in Hangzhou, which claims to have spent just $5.6 million to develop the AI. This development is indicative of China's broader efforts to dominate the tech sector.

At the core of artificial intelligence (AI) development are three critical elements: microchips, data, and PhDs in science and technology. On two of these fronts—advanced education and data—China is already ahead of many Western nations. Chinese universities produce over 6,000 STEM (science, technology, engineering, and mathematics) PhDs each month, compared to about 2,000 to 3,000 in the United States and 1,500 in the UK.

China has also surpassed the US in patent filings, with 1.7 million patents filed in 2023, compared to just 600,000 in the US. Two decades ago, China filed just a fraction of the patents that the US did, but today, it has taken a leading position globally. While questions remain about the quality of some patents, China has also outpaced the US in "citation-weighted" patents, which measure the influence of innovations based on how often they are referenced.

In addition to AI, China’s advances are notable in other industries, such as electric vehicles (EVs), where it has become the world's largest exporter. Chinese manufacturers have cornered supply chains and technology for lithium-ion batteries, drastically lowering costs over the past decade. This success in EVs is paired with China’s efforts to lead in "electric intelligent vehicles," a sector where traditional automakers are struggling to compete, especially in software development.

China is also electrifying its entire economy at an unprecedented rate. The country now files for three-quarters of all clean tech patents globally, a massive increase from the start of the century, when it filed only a small fraction.

In AI, China is positioned to become the global leader, as highlighted by a recent US National Science Board report, which noted that China now outpaces the US in AI research publications, patents, and the production of STEM graduates.

The UK has recognized China's technological rise, with Chancellor Rachel Reeves visiting Beijing earlier this month. The trip underscored the UK's interest in strengthening long-term economic ties with China, particularly in the realms of AI, clean technology, and innovation. Chinese tech companies like Huawei are also attracting attention, with UK executives noting the company’s impressive campus and its role in global tech development.

However, there are significant concerns about data security, censorship, and democratic values, especially as China's tech industry thrives on access to vast amounts of data—something much harder to obtain in the West. This raises questions about the implications of China's AI dominance, particularly with regard to privacy and geopolitics.

While the UK government faces a delicate balancing act in its relations with China, the country's tech innovations, such as DeepSeek and advancements in AI, represent a major challenge. European nations like Spain have already encouraged China to share its advanced battery technologies, and there are growing concerns about whether China’s influence will extend beyond consumer goods like electronics and EVs to include data-hungry AI models. This shift could have profound implications not only for the tech industry but also for the global economy and geopolitics.

[teqful]

How-To IT

Topic: Core areas of IT

1. Hardware

• Computers (Desktops, Laptops, Workstations)

• Servers and Data Centers

• Networking Devices (Routers, Switches, Modems)

• Storage Devices (HDDs, SSDs, NAS)

• Peripheral Devices (Printers, Scanners, Monitors)

2. Software

• Operating Systems (Windows, Linux, macOS)

• Application Software (Office Suites, ERP, CRM)

• Development Software (IDEs, Code Libraries, APIs)

• Middleware (Integration Tools)

• Security Software (Antivirus, Firewalls, SIEM)

3. Networking and Telecommunications

• LAN/WAN Infrastructure

• Wireless Networking (Wi-Fi, 5G)

�� VPNs (Virtual Private Networks)

• Communication Systems (VoIP, Email Servers)

• Internet Services

4. Data Management

• Databases (SQL, NoSQL)

• Data Warehousing

• Big Data Technologies (Hadoop, Spark)

• Backup and Recovery Systems

• Data Integration Tools

5. Cybersecurity

• Network Security

• Endpoint Protection

• Identity and Access Management (IAM)

• Threat Detection and Incident Response

• Encryption and Data Privacy

6. Software Development

• Front-End Development (UI/UX Design)

• Back-End Development

• DevOps and CI/CD Pipelines

• Mobile App Development

• Cloud-Native Development

7. Cloud Computing

• Infrastructure as a Service (IaaS)

• Platform as a Service (PaaS)

• Software as a Service (SaaS)

• Serverless Computing

• Cloud Storage and Management

8. IT Support and Services

• Help Desk Support

• IT Service Management (ITSM)

• System Administration

• Hardware and Software Troubleshooting

• End-User Training

9. Artificial Intelligence and Machine Learning

• AI Algorithms and Frameworks

• Natural Language Processing (NLP)

• Computer Vision

• Robotics

• Predictive Analytics

10. Business Intelligence and Analytics

• Reporting Tools (Tableau, Power BI)

• Data Visualization

• Business Analytics Platforms

• Predictive Modeling

11. Internet of Things (IoT)

• IoT Devices and Sensors

• IoT Platforms

• Edge Computing

• Smart Systems (Homes, Cities, Vehicles)

12. Enterprise Systems

• Enterprise Resource Planning (ERP)

• Customer Relationship Management (CRM)

• Human Resource Management Systems (HRMS)

• Supply Chain Management Systems

13. IT Governance and Compliance

• ITIL (Information Technology Infrastructure Library)

• COBIT (Control Objectives for Information Technologies)

• ISO/IEC Standards

• Regulatory Compliance (GDPR, HIPAA, SOX)

14. Emerging Technologies

• Blockchain

• Quantum Computing

• Augmented Reality (AR) and Virtual Reality (VR)

• 3D Printing

• Digital Twins

15. IT Project Management

• Agile, Scrum, and Kanban

• Waterfall Methodology

• Resource Allocation

• Risk Management

16. IT Infrastructure

• Data Centers

• Virtualization (VMware, Hyper-V)

• Disaster Recovery Planning

• Load Balancing

17. IT Education and Certifications

• Vendor Certifications (Microsoft, Cisco, AWS)

• Training and Development Programs

• Online Learning Platforms

18. IT Operations and Monitoring

• Performance Monitoring (APM, Network Monitoring)

• IT Asset Management

• Event and Incident Management

19. Software Testing

• Manual Testing: Human testers evaluate software by executing test cases without using automation tools.

• Automated Testing: Use of testing tools (e.g., Selenium, JUnit) to run automated scripts and check software behavior.

• Functional Testing: Validating that the software performs its intended functions.

• Non-Functional Testing: Assessing non-functional aspects such as performance, usability, and security.

• Unit Testing: Testing individual components or units of code for correctness.

• Integration Testing: Ensuring that different modules or systems work together as expected.

• System Testing: Verifying the complete software system’s behavior against requirements.

• Acceptance Testing: Conducting tests to confirm that the software meets business requirements (including UAT - User Acceptance Testing).

• Regression Testing: Ensuring that new changes or features do not negatively affect existing functionalities.

• Performance Testing: Testing software performance under various conditions (load, stress, scalability).

• Security Testing: Identifying vulnerabilities and assessing the software’s ability to protect data.

• Compatibility Testing: Ensuring the software works on different operating systems, browsers, or devices.

• Continuous Testing: Integrating testing into the development lifecycle to provide quick feedback and minimize bugs.

• Test Automation Frameworks: Tools and structures used to automate testing processes (e.g., TestNG, Appium).

19. VoIP (Voice over IP)

VoIP Protocols & Standards

• SIP (Session Initiation Protocol)

• H.323

• RTP (Real-Time Transport Protocol)

• MGCP (Media Gateway Control Protocol)

VoIP Hardware

• IP Phones (Desk Phones, Mobile Clients)

• VoIP Gateways

• Analog Telephone Adapters (ATAs)

• VoIP Servers

• Network Switches/ Routers for VoIP

VoIP Software

• Softphones (e.g., Zoiper, X-Lite)

• PBX (Private Branch Exchange) Systems

• VoIP Management Software

• Call Center Solutions (e.g., Asterisk, 3CX)

VoIP Network Infrastructure

• Quality of Service (QoS) Configuration

• VPNs (Virtual Private Networks) for VoIP

• VoIP Traffic Shaping & Bandwidth Management

• Firewall and Security Configurations for VoIP

• Network Monitoring & Optimization Tools

VoIP Security

• Encryption (SRTP, TLS)

• Authentication and Authorization

• Firewall & Intrusion Detection Systems

• VoIP Fraud DetectionVoIP Providers

• Hosted VoIP Services (e.g., RingCentral, Vonage)

• SIP Trunking Providers

• PBX Hosting & Managed Services

VoIP Quality and Testing

• Call Quality Monitoring

• Latency, Jitter, and Packet Loss Testing

• VoIP Performance Metrics and Reporting Tools

• User Acceptance Testing (UAT) for VoIP Systems

Integration with Other Systems

• CRM Integration (e.g., Salesforce with VoIP)

• Unified Communications (UC) Solutions

• Contact Center Integration

• Email, Chat, and Video Communication Integration

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Top Trends in Software Development for 2025

The software development industry is evolving at an unprecedented pace, driven by advancements in technology and the increasing demands of businesses and consumers alike. As we step into 2025, staying ahead of the curve is essential for businesses aiming to remain competitive. Here, we explore the top trends shaping the software development landscape and how they impact businesses. For organizations seeking cutting-edge solutions, partnering with the Best Software Development Company in Vadodara, Gujarat, or India can make all the difference.

1. Artificial Intelligence and Machine Learning Integration:

Artificial Intelligence (AI) and Machine Learning (ML) are no longer optional but integral to modern software development. From predictive analytics to personalized user experiences, AI and ML are driving innovation across industries. In 2025, expect AI-powered tools to streamline development processes, improve testing, and enhance decision-making.

Businesses in Gujarat and beyond are leveraging AI to gain a competitive edge. Collaborating with the Best Software Development Company in Gujarat ensures access to AI-driven solutions tailored to specific industry needs.

2. Low-Code and No-Code Development Platforms:

The demand for faster development cycles has led to the rise of low-code and no-code platforms. These platforms empower non-technical users to create applications through intuitive drag-and-drop interfaces, significantly reducing development time and cost.

For startups and SMEs in Vadodara, partnering with the Best Software Development Company in Vadodara ensures access to these platforms, enabling rapid deployment of business applications without compromising quality.

3. Cloud-Native Development:

Cloud-native technologies, including Kubernetes and microservices, are becoming the backbone of modern applications. By 2025, cloud-native development will dominate, offering scalability, resilience, and faster time-to-market.

The Best Software Development Company in India can help businesses transition to cloud-native architectures, ensuring their applications are future-ready and capable of handling evolving market demands.

4. Edge Computing:

As IoT devices proliferate, edge computing is emerging as a critical trend. Processing data closer to its source reduces latency and enhances real-time decision-making. This trend is particularly significant for industries like healthcare, manufacturing, and retail.

Organizations seeking to leverage edge computing can benefit from the expertise of the Best Software Development Company in Gujarat, which specializes in creating applications optimized for edge environments.

5. Cybersecurity by Design:

With the increasing sophistication of cyber threats, integrating security into the development process has become non-negotiable. Cybersecurity by design ensures that applications are secure from the ground up, reducing vulnerabilities and protecting sensitive data.

The Best Software Development Company in Vadodara prioritizes cybersecurity, providing businesses with robust, secure software solutions that inspire trust among users.

6. Blockchain Beyond Cryptocurrencies:

Blockchain technology is expanding beyond cryptocurrencies into areas like supply chain management, identity verification, and smart contracts. In 2025, blockchain will play a pivotal role in creating transparent, tamper-proof systems.

Partnering with the Best Software Development Company in India enables businesses to harness blockchain technology for innovative applications that drive efficiency and trust.

7. Progressive Web Apps (PWAs):

Progressive Web Apps (PWAs) combine the best features of web and mobile applications, offering seamless experiences across devices. PWAs are cost-effective and provide offline capabilities, making them ideal for businesses targeting diverse audiences.

The Best Software Development Company in Gujarat can develop PWAs tailored to your business needs, ensuring enhanced user engagement and accessibility.

8. Internet of Things (IoT) Expansion:

IoT continues to transform industries by connecting devices and enabling smarter decision-making. From smart homes to industrial IoT, the possibilities are endless. In 2025, IoT solutions will become more sophisticated, integrating AI and edge computing for enhanced functionality.

For businesses in Vadodara and beyond, collaborating with the Best Software Development Company in Vadodara ensures access to innovative IoT solutions that drive growth and efficiency.

9. DevSecOps:

DevSecOps integrates security into the DevOps pipeline, ensuring that security is a shared responsibility throughout the development lifecycle. This approach reduces vulnerabilities and ensures compliance with industry standards.

The Best Software Development Company in India can help implement DevSecOps practices, ensuring that your applications are secure, scalable, and compliant.

10. Sustainability in Software Development:

Sustainability is becoming a priority in software development. Green coding practices, energy-efficient algorithms, and sustainable cloud solutions are gaining traction. By adopting these practices, businesses can reduce their carbon footprint and appeal to environmentally conscious consumers.

Working with the Best Software Development Company in Gujarat ensures access to sustainable software solutions that align with global trends.

11. 5G-Driven Applications:

The rollout of 5G networks is unlocking new possibilities for software development. Ultra-fast connectivity and low latency are enabling applications like augmented reality (AR), virtual reality (VR), and autonomous vehicles.

The Best Software Development Company in Vadodara is at the forefront of leveraging 5G technology to create innovative applications that redefine user experiences.

12. Hyperautomation:

Hyperautomation combines AI, ML, and robotic process automation (RPA) to automate complex business processes. By 2025, hyperautomation will become a key driver of efficiency and cost savings across industries.

Partnering with the Best Software Development Company in India ensures access to hyperautomation solutions that streamline operations and boost productivity.

13. Augmented Reality (AR) and Virtual Reality (VR):

AR and VR technologies are transforming industries like gaming, education, and healthcare. In 2025, these technologies will become more accessible, offering immersive experiences that enhance learning, entertainment, and training.

The Best Software Development Company in Gujarat can help businesses integrate AR and VR into their applications, creating unique and engaging user experiences.

Conclusion:

The software development industry is poised for significant transformation in 2025, driven by trends like AI, cloud-native development, edge computing, and hyperautomation. Staying ahead of these trends requires expertise, innovation, and a commitment to excellence.

For businesses in Vadodara, Gujarat, or anywhere in India, partnering with the Best Software Development Company in Vadodara, Gujarat, or India ensures access to cutting-edge solutions that drive growth and success. By embracing these trends, businesses can unlock new opportunities and remain competitive in an ever-evolving digital landscape.