#Business Analytics solutions

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Big Data and AI: The Perfect Partnership for Future Innovations 

Innovation allows organizations to excel at differentiation, boosting competitive advantages. Amid the growth of industry-disrupting technologies, big data analytics and artificial intelligence (AI) professionals want to support brands seeking bold design, delivery, and functionality ideas. This post discusses the importance of big data and AI, explaining why they matter to future innovations and business development. 

Understanding Big Data and AI 

Big data is a vast data volume, and you will find mixed data structures because of continuous data collection involving multimedia data objects. A data object or asset can be a document, an audio track, a video clip, a photo, or identical objects with special file formats. Since big data services focus on sorting and exploring data objects’ attributes at an unprecedented scale, integrating AI tools is essential. 

Artificial intelligence helps computers simulate human-like thinking and idea synthesis capabilities. Most AI ecosystems leverage advanced statistical methods and machine learning models. Their developers train the AI tools to develop and document high-quality insights by processing unstructured and semi-structured data objects. 

As a result, the scope of big data broadens if you add AI integrations that can determine data context. Businesses can generate new ideas instead of recombining recorded data or automatically filter data via AI-assisted quality assurances. 

Why Are Big Data and AI Perfect for Future Innovations? 

1| They Accelerate Scientific Studies  

Material sciences, green technology projects, and rare disorder research projects have provided humans with exceptional lifestyle improvements. However, as markets mature, commoditization becomes inevitable. 

At the same time, new, untested ideas can fail, attracting regulators’ dismay, disrespecting consumers’ beliefs, or hurting the environment. Additionally, bold ideas must not alienate consumers due to inherent complexity. Therefore, private sector stakeholders must employ scientific methods to identify feasible, sustainable, and consumer-friendly product ideas for brand differentiation.  

AI-powered platforms and business analytics solutions help global corporations immediately acquire, filter, and document data assets for independent research projects. For instance, a pharmaceutical firm can use them during clinical drug formulations and trials, while a car manufacturer might discover efficient production tactics using AI and big data. 

2| Brands Can Objectively Evaluate Forward-Thinking Business Ideas 

Some business ideas that a few people thought were laughable or unrealistic a few decades ago have forced many brands and professionals to abandon conventional strategies. Consider how streaming platforms’ founders affected theatrical film releases. They have reduced the importance of box office revenues while increasing independent artists’ discoverability. 

Likewise, exploring real estate investment opportunities on a tiny mobile or ordering clothes online were bizarre practices, according to many non-believers. They also predicted socializing through virtual reality (VR) avatars inside a computer-generated three-dimensional space would attract only the tech-savvy young adults. 

Today, customers and investors who underestimated those innovations prefer religiously studying how disrupting startups perform. Brands care less about losing money than missing an opportunity to be a first mover for a niche consumer base. Similarly, rejecting an idea without testing it at least a few times has become a taboo. 

Nobody can be 100% sure which innovation will gain global momentum, but AI and big data might provide relevant hints. These technologies are best for conducting unlimited scenario analyses and testing ideas likely to satisfy tomorrow’s customer expectations. 

3| AI-Assisted Insight Explorations Gamifies Idea Synthesis 

Combining a few ideas is easy but finding meaningful and profitable ideas by sorting the best ones is daunting. Innovative individuals must embrace AI recommendations to reduce time spent on brainstorming, product repurposing, and multidisciplinary collaborations. Furthermore, they can challenge themselves to find ideas better than an AI tool. 

Gamification of brainstorming will facilitate a healthy pursuit of novel product features, marketing strategies, and customer journey personalization. Additionally, incentivizing employees to leverage AI and big data to experiment with designing methods provides unique insights for future innovations. 

4| You Can Optimize Supply Chain Components with Big Data and AI Programs 

AI can capture extensive data on supply chains and offer suggestions on alternative supplier relations. Therefore, businesses will revise supply and delivery planning to overcome the flaws in current practices. 

For instance, Gartner awarded Beijing’s JD.com the Technology Innovation Award in 2024 because they combined statistical forecasting. The awardee has developed an explainable artificial intelligence to enhance its supply chain. Other finalists in this award category were Google, Cisco, MTN Group, and Allina Health. 

5| Academia Can Embrace Adaptive Learning and Psychological Well-Being 

Communication barriers and trying to force all learners to follow the standard course material based on a fixed schedule have undermined educational institutions’ goals worldwide. Understandably, expecting teachers to customize courses and multimedia assets for each student is impractical and humanly infeasible. 

As a result, investors, policymakers, parents, and student bodies seek outcome-oriented educational innovations powered by AI and big data for a learner-friendly, inclusive future. For instance, some edtech providers use AI computer-aided learning and teaching ecosystems leveraging videoconferencing, curriculum personalization, and psycho-cognitive support. 

Adaptive learning applications build student profiles and segments like marketers’ consumer categorizations. Their AI integrations can determine the ideal pace for teaching, whether a student exhibits learning disabilities, and whether a college or school has adequate resources. 

Challenges in Promoting Innovations Based on Big Data and AI Use Cases 

Encouraging stakeholders to acknowledge the need for big data and AI might be challenging. After all, uninformed stakeholders are likely to distrust tech-enabled lifestyle changes. Therefore, increasing AI awareness and educating everyone on data ethics are essential. 

In some regions, the IT or network infrastructure necessary for big data is unavailable or prone to stability flaws. This issue requires more investments and talented data specialists to leverage AI tools or conduct predictive analyses. 

Today’s legal frameworks lack provisions for regulating AI, big data, and scenario analytics. So, brands are unsure whether expanding data scope will get public administrators’ approvals. Lawmakers must find a balanced approach to enable AI-powered big data innovations without neglecting consumer rights or “privacy by design” principles. 

Conclusion 

The future of enterprise, institutional, and policy innovations lies in responsible technology implementations. Despite the obstacles, AI enthusiasts are optimistic that more stakeholders will admire the potential of new, disruptive technologies. 

Remember, gamifying how your team finds new ideas or predicting the actual potential of a business model necessitates AI’s predictive insights. At the same time, big data will offer broader perspectives on global supply chains and how to optimize a company’s policies. 

Lastly, academic improvements and scientific research are integral to developing sustainable products, accomplishing educational objectives, and responding to global crises. As a result, the informed stakeholders agree that AI and big data are perfect for shaping future innovations.  

[sganalytics]

Unlocking Business Potential with Business Analytics 

In today’s fast-paced, data-driven world, businesses are continuously seeking ways to gain a competitive edge. One of the most powerful tools at their disposal is business analytics. This practice involves the iterative, methodical exploration of an organization’s data, with a focus on statistical analysis. It is used by companies committed to data-driven decision-making. By leveraging business analytics solutions, organizations can transform data into actionable insights, ultimately driving business growth and innovation. 

What is Business Analytics? 

Business analytics encompasses a range of methods and technologies that analyze business data to support decision-making and strategic planning. It involves various techniques such as data mining, predictive analytics, statistical analysis, and data visualization. The goal is to interpret complex datasets to uncover patterns, correlations, and trends that inform business strategies. 

Key Components of Business Analytics 

Descriptive Analytics: 

Descriptive analytics looks at historical data to identify trends and patterns. It answers the question, “What has happened?” By summarizing past performance, businesses can gain insights into how they have performed and identify areas for improvement. 

Predictive Analytics: 

Predictive analytics uses statistical models and machine learning techniques to forecast future outcomes. It answers the question, “What could happen?” By analyzing historical data, businesses can make predictions about future trends, customer behaviors, and potential risks. 

Prescriptive Analytics: 

Prescriptive analytics goes a step further by suggesting actions that can influence desired outcomes. It answers the question, “What should we do?” By providing recommendations based on data analysis, businesses can optimize their strategies and operations. 

Benefits of Business Analytics 

Enhanced Decision-Making: 

Business analytics provides leaders with data-driven insights, reducing the reliance on intuition and gut feeling. This leads to more informed and accurate decision-making, enhancing the overall strategic planning process. 

Improved Operational Efficiency: 

By analyzing data, businesses can identify inefficiencies and areas where processes can be streamlined. This leads to cost savings, better resource allocation, and improved productivity. 

Customer Insights: 

Understanding customer behavior and preferences is crucial for any business. Business analytics helps in identifying customer trends, allowing companies to tailor their products and services to meet customer needs effectively. 

Competitive Advantage: 

Businesses that leverage analytics are better positioned to anticipate market trends and stay ahead of the competition. By using data to inform their strategies, they can adapt more quickly to changes in the market. 

Risk Management: 

Predictive analytics can help businesses identify potential risks and develop strategies to mitigate them. This proactive approach to risk management can save companies from significant financial and reputational damage. 

Implementing Business Analytics 

Implementing business analytics involves several steps: 

Define Objectives: 

Clearly define the goals and objectives of your analytics initiatives. What specific problems are you trying to solve? What outcomes do you want to achieve? 

Data Collection: 

Gather relevant data from various sources. This can include internal data (sales, finance, operations) and external data (market trends, customer feedback). 

Data Cleaning and Preparation: 

Ensure that the data is clean, accurate, and in a suitable format for analysis. This may involve removing duplicates, handling missing values, and standardizing data formats. 

Choose the Right Tools and Technologies: 

Select the appropriate analytical tools and technologies that align with your objectives. This can range from simple spreadsheet software to advanced data analytics platforms like Power BI, Tableau, or SAS. 

Perform Analysis: 

Use statistical methods, machine learning algorithms, and other analytical techniques to analyze the data. Look for patterns, correlations, and insights that can inform your business strategies. 

Interpret Results and Take Action: 

Interpret the results of your analysis and translate them into actionable insights. Develop strategies and action plans based on these insights to achieve your business objectives. 

Challenges in Business Analytics 

While business analytics offers numerous benefits, it also comes with its set of challenges: 

Data Quality: 

Poor data quality can lead to inaccurate insights. Ensuring the accuracy and reliability of data is crucial for effective analytics. 

Data Integration: 

Integrating data from multiple sources can be complex. Businesses need to ensure that data from different systems can be combined and analyzed cohesively. 

Skilled Personnel: 

There is a growing demand for professionals with expertise in data analysis and business analytics. Finding and retaining skilled personnel can be challenging. 

Privacy and Security: 

With the increasing amount of data being collected, ensuring data privacy and security is a major concern. Businesses must comply with regulations and implement robust security measures to protect sensitive information. 

Conclusion 

Business analytics is a powerful tool that can transform the way organizations operate. By leveraging data to gain insights, businesses can make informed decisions, improve efficiency, and gain a competitive edge. While there are challenges to overcome, the benefits far outweigh the difficulties. As technology continues to evolve, the importance of business analytics will only grow, making it an essential component of modern business strategy. 

Embracing business analytics is not just about staying current; it's about being prepared for the future. Organizations that invest in analytics today are the ones that will lead their industries tomorrow. 

[fresherfriut]

[glancetelecom]

Businesses seeking to leverage this power can achieve transformative results by prioritizing quality assurance (QA) practices. Integrating real-time analytics allows for continuous improvement, while a strong focus on call center compliance ensures every interaction meets the highest standards. Click Here To Read More: https://rb.gy/p4nen1

[shantitechnology]

Your Premier Choice for Manufacturing ERP Solutions in Vadodara, Gujarat | shantitechnology

Discover the power of streamlined operations with STERP (ShantiTechnology), the leading provider of cutting-edge ERP software solutions for manufacturing companies in Gujarat. Unlock efficiency, enhance productivity, and maximize profitability with our comprehensive suite of ERP tools. Join a league of industry leaders who trust STERP to transform their businesses in Vadodara and beyond. From seamless inventory management to real-time analytics, STERP empowers you to stay ahead in today's competitive landscape. Experience unparalleled support and customization options that cater to your unique business needs.

Unlock your company's full potential with STERP today.

[digitalmarketingacumen]

Your Premier Data Analytics Agency

Welcome to Eaglytics.co, where data meets precision to empower your business decisions. As a leading Data Analytics Agency, we pride ourselves on transforming raw data into actionable insights, guiding you towards informed strategies and sustainable growth.

🚀 Why Choose Eaglytics.co?

✨ Unparalleled Expertise: At Eaglytics.co, we house a team of seasoned data analysts and experts who specialize in deciphering the complexities of data. With years of industry experience, we bring unparalleled expertise to the table, ensuring that your data is not just collected but strategically utilized to drive success.

📊 Comprehensive Data Solutions: We understand that every business has unique needs. That's why our Data Analytics Agency offers a comprehensive suite of services, including data collection, analysis, visualization, and interpretation. Whether you're a startup or an established enterprise, we tailor our solutions to suit your specific requirements.

🔍 Cutting-Edge Technology: Staying ahead in the data-driven era requires leveraging the latest technologies. Eaglytics.co is committed to employing cutting-edge tools and methodologies to extract meaningful patterns from your data. Our advanced analytics solutions ensure that you stay at the forefront of innovation.

💡 Actionable Insights: Data is only as valuable as the insights it provides. Eaglytics.co goes beyond raw numbers and statistics, delivering actionable insights that empower you to make informed decisions. Our goal is to turn data into a strategic asset for your business, driving measurable results.

🌐 User-Friendly Platform: Explore the power of data without the complexity. Eaglytics.co offers a user-friendly platform that simplifies the analytics process. From intuitive dashboards to interactive reports, we make it easy for you to navigate and derive value from your data.

🤝 Trusted Partnerships: We believe in fostering strong partnerships with our clients. Eaglytics.co is not just a service provider; we are your dedicated allies in the journey towards data-driven success. Our commitment to transparency, reliability, and excellence sets us apart in the realm of Data Analytics.

Ready to unlock the full potential of your data? Visit Eaglytics. co and embark on a transformative journey with a trusted Data Analytics Agency. Elevate your decision-making, drive innovation, and secure a competitive edge in your industry. Your data has a story to tell – let us help you decipher it. For more information, you can visit our website: https://eaglytics-co.com/

[apcseo]

Apppl Combine: Redefining Excellence as a Full-Service Agency

Apppl Combine: Full-service agency offering strategy, creative, marketing & tech for business growth.

In the rapidly evolving landscape of business and marketing, companies need more than just individual services—they require a cohesive, integrated approach that addresses every facet of their needs. As a premier full-service agency, Apppl Combine is uniquely positioned to offer comprehensive solutions that drive growth, innovation, and success. Our holistic approach ensures that every aspect of your strategy is aligned and executed to perfection. Here’s a deep dive into what makes Apppl Combine the ultimate partner for all your business and marketing needs.

What Defines a Full-Service Agency?

A full-service agency provides a broad spectrum of services under one roof, offering a one-stop solution for businesses looking to streamline their operations and marketing efforts. This integrated approach eliminates the need to juggle multiple vendors and ensures that all components of a strategy work in harmony. At Apppl Combine, we embody this concept by delivering end-to-end solutions that cover every aspect of your business needs.

Our Comprehensive Service Offering

1. Strategic Planning and Consultation

At the core of our full-service offering is strategic planning and consultation. We begin by understanding your business objectives, market position, and challenges. Our team of seasoned strategists works closely with you to develop a comprehensive plan that outlines clear goals, target audiences, and actionable steps.

- Market Research and Analysis: We conduct thorough market research to gain insights into industry trends, competitive landscape, and consumer behavior. This analysis informs our strategic recommendations and helps tailor solutions to meet your specific needs.

- Brand Strategy Development: Our brand strategists craft compelling brand narratives and positioning strategies that resonate with your target audience. We ensure that your brand's voice, values, and messaging are consistently communicated across all channels.

2. Creative Services

Creativity is at the heart of what we do. Our creative team is dedicated to producing innovative and engaging content that captures attention and drives action.

- Content Creation: From high-impact visuals and compelling copy to interactive multimedia, we create content that engages and converts. Our team is adept at producing a wide range of materials, including digital ads, social media posts, video content, and print collateral.

- Design and Branding: Our design experts develop visually stunning brand assets, including logos, website designs, packaging, and promotional materials. We ensure that every design element aligns with your brand identity and enhances its visual appeal.

3. Digital Marketing and Advertising

In today’s digital age, a robust online presence is essential. We offer a full suite of digital marketing and advertising services to help you reach and engage your audience effectively.

- Search Engine Optimization (SEO): Our SEO specialists employ best practices to improve your website’s visibility on search engines. We conduct keyword research, optimize on-page elements, and build high-quality backlinks to drive organic traffic and enhance search rankings.

- Pay-Per-Click (PPC) Advertising: We create and manage PPC campaigns across various platforms, including Google Ads and social media. Our data-driven approach ensures that your ads reach the right audience and deliver maximum ROI.

- Social Media Marketing: Our social media experts develop and execute strategies that build brand awareness, foster engagement, and drive conversions. We manage content creation, community management, and advertising across major social media platforms.

- Email Marketing: We design and implement email marketing campaigns that nurture leads, drive sales, and retain customers. Our approach includes crafting personalized messages, segmenting audiences, and analyzing performance metrics.

4. Public Relations and Communications

Effective communication is key to building and maintaining a positive brand reputation. We offer comprehensive public relations and communications services to enhance your brand’s image and manage its public perception.

- Media Relations: We develop and maintain relationships with media outlets to secure coverage and manage press inquiries. Our PR team crafts compelling press releases, media kits, and pitch materials to ensure your story reaches the right audience.

- Crisis Management: In times of crisis, our team provides strategic guidance and communication support to manage and mitigate any negative impact. We develop crisis communication plans and assist with messaging to protect your brand’s reputation.

- Corporate Communications: We help you communicate effectively with internal and external stakeholders. Our services include crafting corporate announcements, internal newsletters, and executive messaging.

5. Technology and Development

In a tech-driven world, having a strong digital infrastructure is crucial. We offer a range of technology and development services to ensure your digital presence is cutting-edge and functional.

- Website Development: Our development team builds responsive, user-friendly websites that deliver an exceptional user experience. We handle everything from design and development to maintenance and optimization.

- App Development: We create custom mobile and web applications that enhance user engagement and drive business growth. Our development process includes ideation, design, development, and testing to ensure a seamless and functional product.

- Technology Integration: We integrate various technology solutions to streamline your operations and improve efficiency. This includes CRM systems, marketing automation tools, and analytics platforms.

6. Analytics and Reporting

Data-driven decision-making is essential for optimizing performance and achieving business objectives. We provide comprehensive analytics and reporting services to measure and evaluate the effectiveness of your strategies.

- Performance Tracking: We use advanced analytics tools to track and measure key performance indicators (KPIs) across all marketing channels. Our detailed reports provide insights into campaign performance, audience behavior, and ROI.

- Strategic Insights: Our team analyzes data to identify trends, opportunities, and areas for improvement. We provide actionable recommendations to refine your strategies and enhance overall effectiveness.

7. Project Management

Effective project management is crucial for ensuring that all aspects of a campaign are executed smoothly and efficiently. At Apppl Combine, we provide dedicated project management services to oversee every phase of your project.

- Planning and Coordination: Our project managers coordinate with various teams and stakeholders to ensure that timelines, budgets, and deliverables are met. We handle all aspects of project planning, execution, and monitoring.

- Quality Assurance: We implement rigorous quality assurance processes to ensure that all deliverables meet the highest standards. Our team conducts thorough reviews and tests to guarantee that every aspect of your project is flawless.

The Benefits of Choosing Apppl Combine as Your Full-Service Agency

1. Unified Strategy

By consolidating all your business and marketing needs with Apppl Combine, you benefit from a unified strategy that ensures consistency and coherence across all initiatives. This integrated approach helps to streamline efforts, reduce redundancies, and maximize impact.

2. Expertise and Experience

Our team of experts brings a wealth of experience and knowledge across various domains. From creative development and digital marketing to public relations and technology, we offer a comprehensive skill set that addresses every aspect of your needs.

3. Seamless Execution

With all services under one roof, we ensure seamless execution of your strategies. Our coordinated approach minimizes the risk of miscommunication and ensures that every component of your campaign works together harmoniously.

4. Cost Efficiency

Partnering with a full-service agency like us  can be more cost-effective than managing multiple vendors. We offer bundled services that provide greater value and efficiency, allowing you to allocate resources more effectively.

5. Strategic Insights

Our data-driven approach provides valuable insights that inform strategic decisions. By analyzing performance metrics and market trends, we help you make informed choices and optimize your strategies for better results.

Getting Started with Apppl Combine

Partnering with Apppl Combine is simple and straightforward. Here’s how you can get started:

1. Reach Out: Contact us to discuss your business objectives and marketing needs. Our team will schedule a consultation to understand your goals and challenges.

2. Develop a Strategy: We’ll work with you to develop a comprehensive strategy that outlines clear objectives, target audiences, and actionable steps.

3. Execute and Monitor: Our team will implement the strategy, manage all aspects of your project, and continuously monitor performance to ensure success.

4. Optimize and Refine: We’ll analyze results, provide insights, and make data-driven adjustments to optimize performance and achieve your goals.

In a world where businesses face an ever-increasing array of challenges and opportunities, having a trusted full-service agency like Apppl Combine can make all the difference. Our comprehensive service offering, combined with our expertise and commitment to excellence, positions us as the ideal partner for navigating the complexities of the modern business landscape.

From strategic planning and creative development to digital marketing, public relations, and technology solutions, we provide end-to-end services that drive growth and success. By choosing us, you gain a partner dedicated to delivering exceptional results and helping you achieve your business objectives.

This post was originally published on: Apppl Combine

[pilog-group]

Data Management & Governance in Digital Transformation: Insights from Dr. Imad Syed Live Podcast | PiLog Group

In the thought-provoking live podcast, “Data Management & Governance in Digital Transformation | Dr. Imad Syed Live Podcast”, Dr. Imad Syed dives deep into the critical role of data governance in shaping business success and shares actionable strategies for organizations to effectively manage their data ecosystems.

Watch the Full Podcast Here:

Why Data Governance is Critical in Digital Transformation

Ensures Data Accuracy & Integrity: Reliable data is the foundation of informed decision-making.

Enhances Compliance: Meet regulatory standards and avoid costly fines with proper governance frameworks.

Strengthens Data Security: Prevent breaches and unauthorized access through robust governance strategies.

Improves Data Usability: Organized data ensures stakeholders can extract valuable insights effortlessly.

Supports Scalability: Well-structured data systems grow seamlessly with your business.

Key Highlights from the Podcast:

Understanding Data Governance Frameworks: Learn the essential components of effective governance models.

Overcoming Data Management Challenges: Address common obstacles like data silos, duplication, and inconsistency.

Best Practices for Digital Transformation: Discover proven strategies for integrating data management in digital initiatives.

Building a Data-Driven Culture: Foster a mindset where every team member values data accuracy and security.

Future Trends in Data Governance: Stay ahead with insights into emerging technologies and methodologies.

Gain Expert Insights Now: Watch the Podcast Here

Who Should Watch This Podcast?

C-Level Executives: Understand how strategic data management drives business success.

IT Professionals: Learn how to implement secure and efficient data governance frameworks.

Data Analysts: Extract meaningful insights from well-governed data structures.

Business Leaders: Align digital strategies with strong data governance policies.

Students & Educators: Gain valuable knowledge about real-world data governance applications.

Best Practices for Effective Data Governance in Digital Transformation

Establish Clear Governance Policies: Define data access, usage, and security protocols.

Invest in Advanced Tools: Leverage modern data governance platforms for efficiency.

Train Your Teams: Build awareness about data privacy and compliance across all departments.

Adopt Data-Driven Decision Making: Empower teams with reliable, real-time insights.

Measure & Refine: Regularly evaluate governance strategies and make necessary adjustments.

How Effective Data Management Powers Digital Transformation

Faster Innovation Cycles: Data-driven insights accelerate product development and deployment.

Stronger Customer Relationships: Personalized data-driven experiences improve customer satisfaction.

Operational Efficiency: Streamlined data processes reduce waste and optimize resources.

Enhanced Decision-Making: Reliable data fosters confident, informed decisions.

Scalable Business Growth: Strong governance supports sustainable expansion across industries.

Why You Should Watch This Podcast?

In this engaging live session, Dr. Imad Syed shares profound insights into how data governance and management are reshaping industries in the digital age. Whether you’re navigating digital transformation, enhancing your data systems, or setting up governance policies, this podcast offers actionable knowledge you can implement immediately.

Don’t Miss Out — Watch Now: Data Management & Governance in Digital Transformation | Dr. Imad Syed Live Podcast

Let us know your thoughts in the comments below. How is your organization leveraging data governance in its digital transformation journey?

[jcmarchi]

Dr. Rich Sonnenblick, Chief Data Scientist, Planview – Interview Series

New Post has been published on https://thedigitalinsider.com/dr-rich-sonnenblick-chief-data-scientist-planview-interview-series/

Dr. Rich Sonnenblick, Chief Data Scientist, Planview – Interview Series

Dr. Rich Sonnenblick, Planview’s Chief Data Scientist, holds years of experience working with some of the largest pharmaceutical and life sciences companies in the world. Through this in-depth study and application, he has successfully formulated insightful prioritization and portfolio review processes, scoring systems, and financial valuation and forecasting methods for enhancing both product forecasting and portfolio analysis. Dr. Sonnenblick holds a Ph.D. and MS from Carnegie Mellon University in Engineering and Public Policy and a BA in Physics from the University of California, Santa Cruz.

Planview’s Platform for Connected Work is designed to enhance time-to-market and predictability, improve efficiency to maximize capacity, and support the delivery of strategic initiatives aimed at achieving optimal business outcomes.

You’ve had an extensive career transitioning from management consulting to leading data science initiatives. What inspired you to make this shift, and how has your journey shaped your approach to leveraging AI in business today?

Management consulting provided me with a broad view of business inefficiencies and untapped opportunities, where there is a distinct gap between strategic advice and actionable insights. Data science bridges that gap, turning raw data into strategic assets that have the power to inform decision-making in real-time. My journey has taught me to view AI as an enhancer that can refine processes, accelerate decision-making, and unlock creativity in ways that amplify human expertise.

At Planview, you’ve spearheaded the integration of advanced AI solutions across various business functions. Could you share how your role as Chief Data Scientist has influenced the company’s AI strategy and the biggest challenges you’ve encountered along the way?

At Planview, AI is embedded in our platform as a tool to unlock insights and improve decision-making. I’ve focused on using AI to optimize resource management, project planning, and operational efficiency. Our Copilot AI assistant provides on-the-job training for users at all skill levels, automates frequent time-consuming tasks like report generation, and leverages best-practices to suggest productive courses of action, empowering teams to swiftly make informed decisions.

How can AI help companies identify inefficiencies within teams and improve resource allocation?

AI excels at identifying patterns in data that are too complex to be quickly recognized by humans. It can highlight underutilized resources, identify bottlenecks, and forecast workload imbalances. For example, by analyzing portfolio objectives, project timelines and team performance metrics, AI can suggest reassigning tasks or reallocating resources across portfolios to create maximum impact without adding additional resources.

What are some common inefficiencies in resource management that AI is particularly effective at addressing?

AI is particularly adept at highlighting off-strategy and low-performing initiatives, and we’ve built these critical skills into Planview Copilot. As Copilot evolves it is better able to highlight and suggest mitigation measures. It can also flag waste in processes, such as redundant tasks or excessive handoffs, and suggest optimizations.

Why is waste a significant challenge for software development teams, and in what ways can AI reduce it?

Waste in software development often stems from inefficiencies like poor prioritization, excessive debugging, or misaligned team efforts. AI can reduce waste by acting as a coding assistant, automating repetitive tasks, and offering predictive insights into project timelines and potential risks. For example, it can analyze past projects to identify patterns that lead to delays, helping teams avoid those pitfalls.

Are there specific AI models or tools that are particularly well-suited to optimizing the software development lifecycle?

To optimize the software development lifecycle, we’re looking for enhanced efficiency and alignment. Planview Copilot in Viz identifies bottlenecks and impediments to flow velocity, and provides actionable insights tailored to an organization’s data. Teams can use plain English to interpret flow metrics, identify systemic delivery slowdowns, and receive detailed recommendations. This optimization is the key to growing productivity, ultimately streamlining delivery.

How do underlying data relationships create additional value when deploying AI as a work assistant?

By mapping relationships between data points—whether in project timelines, resource utilization, or team communication—AI can surface insights that go beyond the obvious. For example, linking sentiment trends in status updates to project outcomes can help managers anticipate roadblocks before the team surfaces them to management, providing ample time to make proactive adjustments.

What steps should smaller organizations take to adopt AI affordably without compromising on impact?

Smaller organizations should start with accessible generative AI tools that work as gateways to more sophisticated solutions. Tools that summarize documents, assist with marketing content, or assist with code generation are cost-effective ways for these organizations to begin their AI adoption without extensive investment. Starting with a horizontal AI offering that is applicable to a broad range of use-cases will be a better value than investing in specialized applications that bend generative AI to very specific jobs-to-be-done. This enables the organization to identify highest-impact use-cases specific to their organization rather than over-investing in multiple offerings.

What role does predictive analytics play in improving project outcomes?

Predictive analytics helps teams foresee potential roadblocks and outcomes based on historical data and current trends. AI agents can predict the likelihood of project delays or resource shortfalls, enabling product managers to adjust plans proactively. This foresight minimizes risk and maximizes efficiency, ultimately enabling organizations to meet their strategic goals more swiftly.

Looking ahead, how do you envision AI transforming business operations over the next decade, and what emerging AI trends are you most excited about for their potential impact on industries?

AI will continue to transform business operations in the coming decade. It will foster new roles, enhance predictive capabilities, and streamline innovation.

LLM-native developers, experts in integrating AI collaboration, will become the norm and will replace developers that do not adopt AI into their day-to-day tasks. Generative AI will continue to blur the lines with predictive AI, enriching algorithms with synthetic scenarios for strategic decision-making based on external and internal factors. In biotech, genAI will create intricate patient profiles to uncover new treatments, while in cybersecurity, AI will simulate novel threats for predictive models to counteract. Emerging trends like adaptive inference and smaller, more efficient AI models, will address computational challengers in the coming years. They will ensure faster, more targeted solutions.

From strategic planning to proactive security, AI’s integration will enable businesses to pivot with agility, uncovering resilient strategies and operational excellence in an increasingly dynamic world.

Thank you for the great interview, readers who wish to learn more should visit Planview.

[sierraconsult]

At Monday CRM, we design solutions customized to suit your distinct operational needs. By tailoring workflows, connecting essential tools, and simplifying data management, we enhance efficiency and teamwork, helping you channel your efforts into achieving growth with actionable insights.

[hireanydomain]

Unlock valuable insights and optimize your business performance by hiring a Google Analytics expert from Hire in Any Domain. Our skilled professionals help you track website metrics, analyze user behavior, and develop data-driven strategies for growth. Whether you need setup, reporting, or advanced analytics solutions, our experts ensure accuracy and actionable insights. Call or text (876) 633-4467 or email sales@hireinanydomain.com to hire a Google Analytics expert and take your business to the next level!

[ambrosiaventures]

How Pharmaceutical Consulting Can Help Launch Your New Product Successfully

Ambrosia Ventures, we ensure your product launch achieves maximum impact by utilizing our expertise in biopharma consulting, which makes us a trusted pharmaceutical consulting service provider in the US. Here's the way to transform your product launch strategy into a blueprint for success through pharmaceutical consulting services

[connectinfosofttech]

Business Analytics Services | Connect Infosoft | Data-Driven Solutions

Discover the transformative potential of your data with Connect Infosoft's Business Analytics services. Our expert team offers comprehensive solutions to unlock actionable insights and drive informed decision-making. From analytics consulting to advanced tools and visualization services, we empower businesses to harness the full power of their data. Partner with us for predictive analytics, data visualization, and business intelligence tools that pave the way for success.

For more info: Click Here

[2ribu]

Automatisasi Bisnis dengan Kekuatan AI

Automatisasi bisnis telah menjadi topik utama dalam dunia usaha modern. Dengan kemajuan teknologi kecerdasan buatan (AI), perusahaan kini memiliki peluang untuk mengoptimalkan proses mereka, meningkatkan efisiensi, dan mengurangi biaya operasional. AI tidak hanya menggantikan tugas-tugas manual yang berulang tetapi juga membawa kemampuan analisis data yang canggih, prediksi yang akurat, dan…

[shantitechnology]

Meet the Trusted ERP Software Provider for Manufacturers | STERP | shantitechnology

Introducing Shantitechnology (STERP), a visionary leader among ERP software companies in India. As one of the top ERP software providers in the country, they have revolutionized the business landscape with their cutting-edge solutions. Specializing in ERP for manufacturing companies in India, Shantitechnology offers a comprehensive suite of tools tailored to streamline operations, enhance productivity, and boost profitability. Their expertise in ERP software in India is unparalleled, providing seamless integration, real-time data analytics, and advanced reporting capabilities.

With a track record of empowering businesses across various sectors, Shantitechnology is the go-to ERP software company in India for those seeking sustainable growth and operational excellence. Experience the future of ERP solutions with Shantitechnology (STERP) today.