Enterprise AI Strategy
Top Stories
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Podcast
19 Oct 2026
How open ERP APIs and data speed up agentic AI integration, deployment
In this podcast, Max Fisher explains Infor's open approach to ERP data, how it compares to SAP's controversial API policy and why it improves agent-to-agent communication. Continue Reading
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News
16 Oct 2026
Open source and on device: the strategy behind Nvidia’s new AI models
The latest Nemotron 3.5 models show how the AI giant is focusing on reinforcing its own GPU infrastructure while supporting the open source community. Continue Reading
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Feature
20 Apr 2026
How to start a career in AI: Advice from experts
AI careers don't follow one path. As AI becomes part of everyday work, more professionals are entering the field by building on what they already do and focusing on real results. Continue Reading
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Feature
20 Apr 2026
Business vs. provider: AI software restrictions to know
How much control do businesses have over the use of AI platforms they buy? Vendor acceptable use contracts and policies can determine an AI deployment's success or failure. Continue Reading
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Tip
17 Apr 2026
Citizen developers are redefining enterprise AI development
Generative AI is enabling nontechnical business users to build enterprise software, accelerating innovation while creating new risks around governance, security and control. Continue Reading
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Feature
16 Apr 2026
GenAI in accounting: Chat BDO's ride from pilot to production
Accounting and advisory firm BDO built and deployed a proprietary AI platform so its tax and audit pros could automate routine tasks and significantly increase client-facing time. Continue Reading
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Tip
15 Apr 2026
4 strategic approaches to effective shadow AI governance
Shadow AI is a technological risk and a governance challenge. Organizations must combine structured frameworks, continuous visibility and education to control these risks. Continue Reading
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Feature
10 Apr 2026
GenAI data center infrastructure reshapes business processes
Building and retrofitting data centers to support GenAI is not a matter of IF but WHEN, so the game plan must include power needs, grid connectivity, model training and permitting. Continue Reading
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Feature
07 Apr 2026
GenAI in product manufacturing cuts costs but adds risks
In product design and manufacturing, GenAI systems are consolidating supplier data, improving processes and cutting significant software costs -- yet they raise unique concerns. Continue Reading
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Tip
02 Apr 2026
Managing drift in AI models and data
The training data and algorithms used to build AI models have a shelf life. Detecting and correcting model drift ensures that these systems stay accurate, relevant and useful. Continue Reading
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Feature
02 Apr 2026
Overcome roadblocks to GenAI adoption and unlock ROI
GenAI deployments can fall prey to unrealistic goals, misguided pilots, job loss fears, hidden costs and lack of trust. Governance and workforce readiness are keys to success. Continue Reading
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Feature
01 Apr 2026
FinOps can manage AI computing costs, experts say
FinOps is no longer just about optimizing cloud spending. Hear from experts on what makes FinOps a desirable option to help businesses manage their AI costs. Continue Reading
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Tip
30 Mar 2026
7 best practices to avoid AI vendor lock-in
While lock-in is sometimes unavoidable, it's the very definition of risk. Businesses can use these best practices to mitigate lock-in risk with AI vendors. Continue Reading
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Tip
27 Mar 2026
AI risk management: A strategic guide for enterprise leaders
Enterprises across business sectors are adopting AI technologies, but are they prepared to deal with the risks? Our AI risk management guide can help. Continue Reading
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Feature
26 Mar 2026
Businesses face complex cost-cutting options with GenAI
Some GenAI cost saving candidates might disappoint. The best approach to cost reductions vary according to the business function and an enterprise's strategic business priorities. Continue Reading
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Feature
24 Mar 2026
GenAI is ready for more autonomy, but supply chains are not
Disruptions, vulnerabilities, late deliveries and customer interactions are among the supply chain concerns that GenAI could address autonomously -- if businesses can trust it. Continue Reading
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Feature
24 Mar 2026
GenAI's role in a return trek to the moon and beyond
NASA's use of GenAI models in the Artemis space program and communication with Mars rovers provides valuable business lessons in governance and keeping humans in the loop. Continue Reading
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News
24 Mar 2026
U.S. federal AI framework deemed aspirational, noncommittal
The latest executive order is a step toward federal AI regulation. But it's largely noncommittal and shifts most responsibility to Congress, creating an interesting midterm dynamic. Continue Reading
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Tip
23 Mar 2026
5 questions every CIO should ask before investing in AI
AI investment is accelerating, but many initiatives fail to scale. Five key questions help CIOs evaluate use cases, data readiness, long-term value and risk before committing resources. Continue Reading
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Tip
20 Mar 2026
Build accountability into AI to drive business value
In a perfect world, AI systems work 100% of the time, but that's not the case in the real world. AI accountability ensures someone takes responsibility when AI fails. Continue Reading
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Tip
19 Mar 2026
Does your organization need an AI ethics committee?
Ethics oversight ensures high-risk AI use is accountable, responsible and compliant. Not all organizations need one; some incorporate this oversight into risk or legal teams. Continue Reading
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Feature
18 Mar 2026
Smarter robots: Agentic and physical AI converge in business
The robotics industry is entering a new era where, thanks to AI, robots learn, optimize and solve the world's most complex supply chain, logistics and labor challenges in real time. Continue Reading
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Feature
16 Mar 2026
Is the AI memory shortage stifling enterprise adoption?
Enterprises bought up computer memory to fuel AI adoption. Now, amid a memory shortage, analysts share insights on what this means for enterprise AI adoption and what's next. Continue Reading
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Feature
13 Mar 2026
AI-ready data needs its own set of rules, experts say
At Gartner's 2026 Data and Analytics Summit, AI-ready data was top of mind. Explore these best practices from experts on achieving data readiness for AI systems. Continue Reading
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Feature
13 Mar 2026
C-suite shakeup: Demand for chief AI officers accelerates
GenAI's infiltration into virtually every aspect of business demands the C-suite make room for a CAIO focused on AI development, strategy, implementation, education and governance. Continue Reading
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Guest Post
13 Mar 2026
Time for AI: The 'too busy' problem is a software-age hangover
Higher education must prioritize enterprise AI as a strategic shift, not just tool buying. Learn how governance, alignment and a five-year plan can transform institutions. Continue Reading
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Tip
12 Mar 2026
Why and how enterprises should build a green AI initiative
Executives making AI decisions must consider ethics, compliance and now environmental impact. Learn how green AI aligns governance and sustainability to improve digital strategies. Continue Reading
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Feature
11 Mar 2026
Q&A: Prioritize AI adoption while safeguarding human skills
In this Q&A, Gartner analyst Arun Chandrasekaran unpacks some of generative AI's invisible undercurrents and what to do about them. Continue Reading
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Feature
06 Mar 2026
GenAI streamlines enterprise knowledge management process
Business leaders sharpen insights, speed decisions and boost productivity using GenAI-powered knowledge management systems with their ability to unify and synthesize data. Continue Reading
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Tip
04 Mar 2026
Tools and techniques for optimizing AI data pipelines
Enhancing the five critical stages of AI data pipelines is essential; it determines whether AI drives business value or becomes a drain on resources. Continue Reading
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Opinion
04 Mar 2026
Why multimodal AI is reshaping enterprise intelligence
Multimodal AI can transform industries by combining text, images, video and audio to solve complex problems single-modality systems often can't address. Continue Reading
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Feature
03 Mar 2026
How GenAI deployments are redefining everyday work routines
GenAI deployments are making dramatic strides in boosting employee productivity, strategic analysis, software development cycles and customer service -- but not without risks. Continue Reading
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Guest Post
27 Feb 2026
How CIOs should architect trust in AI -- not just govern it
When designing trustworthy enterprise AI applications, platform architecture, not policy alone, is the best way to minimize long-term risk and ensure compliance and sustainability. Continue Reading
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Feature
27 Feb 2026
Is your business ready for an agentic AI team?
The race is on to implement agentic AI teams. But can your business successfully deploy and manage them before taking this next step in enterprise automation? Continue Reading
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Opinion
26 Feb 2026
What Nvidia's $78B quarter tells you about enterprise AI
Nvidia's latest earnings reveal more than impressive revenue figures. They highlight the accelerating adoption of enterprise AI and the growing pressure on infrastructure capacity. Continue Reading
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Feature
26 Feb 2026
From security to trust: How AI is transforming the CISO's job
Modern security officers must manage AI risks, safeguard enterprise data and ensure AI systems operate securely, expanding their role beyond traditional cybersecurity. Continue Reading
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News
26 Feb 2026
Is Citrini Research's dark AI future a given?
Agentic AI might look good now, but it could have negative repercussions on the economy. So says a controversial thought experiment from Citrini Research. Continue Reading
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Feature
25 Feb 2026
How businesses can close the AI engineering gap
Amid growing concerns that AI is replacing jobs in several sectors, demand for AI engineers is surging as businesses employ several methods to overcome a severe skills shortage. Continue Reading
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Guest Post
25 Feb 2026
How agentic AI is changing work, strategy and competitiveness
AI agents are transforming work, business strategy and global competitiveness by enabling autonomous workflows, innovation and value creation in enterprises. Continue Reading
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Feature
25 Feb 2026
Battle of the bots: Best GenAI chatbots for business
Businesses are deploying multiple GenAI tools to support productivity. Success requires choosing the right tools for the right use case and keeping a close eye on the outcomes. Continue Reading
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Guest Post
24 Feb 2026
Reproducibility: Is your AI project doomed?
AI governance focuses on mitigating risks from generative AI's unpredictability. Key strategies include reproducibility, explainability and comprehensive controls. Continue Reading
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Tip
24 Feb 2026
7 practical tips for agentic AI cost optimization
Building an agentic AI cost-management framework requires unique considerations and details. These tips can help businesses get started. Continue Reading
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Feature
23 Feb 2026
The AI bias playbook: Mitigation strategies for CIOs
From prioritizing data management to having a governance-first mindset, the C-suite can use the AI bias mitigation strategies in this playbook to limit AI bias risk. Continue Reading
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Tip
23 Feb 2026
The ethics that make human-AI agent collaboration work
Skepticism and distrust are common with new technology. Executives must develop a culture of trust with AI to ensure effective human-AI agent collaboration. Continue Reading
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Guest Post
20 Feb 2026
The role of AI and humanics in training healthcare professionals
The integration of AI and humanics in education is shaping the future of healthcare, with an emphasis on empathy, innovation and whole-person care. Continue Reading
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Feature
18 Feb 2026
Optimize AI models to generate more bang for your buck
AI models must be fully optimized to align with business goals, provide valuable insights and produce positive ROI. Check out these proven, common sense model optimization methods. Continue Reading
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Tip
18 Feb 2026
Global AI legislation and regulation tracker
With AI, it's better to be proactive, not reactive. This tracker compiles the major AI legislation, laws and frameworks across the U.S., Europe, Asia and beyond. Continue Reading
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Tip
13 Feb 2026
Best practices for building scalable AI infrastructure
Scalability is vital for AI platforms. These 10 best practices can help businesses build scalable infrastructure that supports AI workloads and adapts to fluctuating demands. Continue Reading
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Feature
12 Feb 2026
AI deployments gone wrong: The fallout and lessons learned
AI's deployment landscape is littered with good intentions, crushed projects and unintended consequences due to misaligned business goals, mistrust in AI and weak management. Continue Reading
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Tip
12 Feb 2026
How business leaders can prepare for quantum-AI integration
AI completely changed the way we work, and quantum computing has the potential to upend our work completely. How can these technologies integrate to achieve further innovation? Continue Reading
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Tip
09 Feb 2026
How to navigate data sovereignty for AI compliance
As AI systems consume data for training and decision-making, businesses must navigate complex regulations, geopolitical boundaries and vendor risks. Continue Reading
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Feature
05 Feb 2026
How watermarking AI content benefits businesses
AI watermarking is being used to identify deepfakes, enhance transparency and build trust in AI-generated content, but reliability issues and false positives present challenges. Continue Reading
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Feature
05 Feb 2026
5 skills needed to become a prompt engineer
With the rise of generative AI, prompt engineering has emerged as a new profession. Desired skills include refining prompts, analyzing AI output and ensuring alignment with business goals. Continue Reading
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Tip
04 Feb 2026
Top AI KPIs that business leaders need to know
AI-specific KPIs can indicate model performance, customer satisfaction and overall business value. Explore these 25 AI KPIs to elevate the management of any AI initiative. Continue Reading
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Opinion
02 Feb 2026
The operational reality of enterprise AI
AI models are now commodities. It's enterprise challenges like security, scalability and integration are the real barriers to successful deployment. Continue Reading
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Tip
31 Jan 2026
What to know about synthetic data as a business advantage
Synthetic data mimics real data without sensitive information. It offers cost-effective options and competitive advantages for AI training, software testing and data monetization. Continue Reading
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Feature
30 Jan 2026
10 AI business use cases that produce measurable ROI
When justifying their investments in AI deployments, business leaders know keeping up with the Joneses isn't enough without uncovering a positive ROI. Here's where to find it. Continue Reading
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Feature
27 Jan 2026
AI's business future: What's to come in the next 5 years
Five years can seem like an eternity in a world where AI's technological advancements occur almost daily, but best to be prepared now and avoid "future shocks." Continue Reading
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Feature
23 Jan 2026
Context engineering takes prompting to a higher business level
In the care and feeding of AI models and chatbot interfaces, prompting alone can be a fool's errand in strategic business planning without the proper context to interpret prompts. Continue Reading
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Feature
21 Jan 2026
The dollars and sense of implementing AI
Calculating ROI of an AI project to prove business value requires a complicated mix of costs, including data prep, infrastructure, integration, staffing, training and power needs. Continue Reading
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Tip
08 Jan 2026
How to prepare your business for agentic AI adoption
Agentic AI adoption can go awry without a clear plan in place. Use this guide to ensure AI agents are deployed correctly and optimized for successful business outcomes. Continue Reading
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Feature
08 Jan 2026
The future of generative AI: 10 trends to follow in 2026
GenAI's outlook focuses on ROI expectations, power demands, data quality, agentic orchestration, plug-and-play LLMs, ethical practices, stepped-up security and human oversight. Continue Reading
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Tip
05 Jan 2026
How to build an AI-augmented workforce: The CIO's guide
An AI-augmented workforce pairs humans with AI to boost performance. Learn ways to build it, review examples, know the challenges and explore future trends shaping enterprise roles. Continue Reading
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Tip
05 Jan 2026
10 AI topics for 2026 that enterprise leaders need to know
Use these trending AI topics to inform your organization's strategy for 2026 and position it for future success. Continue Reading
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Definition
23 Dec 2025
What is a data scientist? What do they do?
A data scientist is an analytics professional who collects, analyzes, and interprets data to transform it into actionable insights that can facilitate decision-making. Continue Reading
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Feature
18 Dec 2025
How AI is transforming project management in 2026
As the project management field increasingly embraces AI-powered software, the benefits can help organizations thrive -- but only if the risks are properly considered too. Continue Reading
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Feature
05 Dec 2025
9 key benefits of AI for business
Leading AI experts sound off on some of the top areas where AI deployments can positively impact business operations and services. Continue Reading
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Tip
03 Dec 2025
Evaluate 10 AI chatbots for business use cases
Businesses are bypassing out-of-the-box AI for custom chatbots tailored to their complex needs. Explore these 10 AI chatbot platforms for building business-ready assistants. Continue Reading
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Feature
02 Dec 2025
How AI can improve 5G telecommunications for enterprises
AI is helping make 5G networks more resilient, integrated and easy to implement. That makes private 5G networks for enterprises a clearly superior alternative to Wi-Fi. Continue Reading
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Feature
25 Nov 2025
10 AI and machine learning trends to watch in 2026
AI is reshaping virtually every aspect of business operations. Stay ahead of the curve by exploring these 10 emerging AI trends for 2026. Continue Reading
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Definition
20 Nov 2025
What are AI agents? Types and examples
AI agents are autonomous intelligent software components that form the foundation of artificial intelligence (AI) systems. Continue Reading
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Definition
04 Nov 2025
What is an intelligent agent? Definition, use cases and benefits
An intelligent agent is a program that can perceive its environment, make decisions, take action and perform services based on its environment, user input and previous experiences. Continue Reading
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Feature
29 Oct 2025
3 enterprise AI horror stories for CISOs from 2025
In a race to adopt innovative technology, organizations across the globe made mistakes in enterprise AI deployment. What lessons can you learn from this year's AI horror stories? Continue Reading
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Definition
28 Oct 2025
Agentic AI explained: Key concepts and enterprise use cases
Agentic AI refers to artificial intelligence systems that are capable of autonomous action and decision-making. Continue Reading
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Tip
22 Oct 2025
How ReAct agents can transform the enterprise
Humans solve complex problems with reasoning and actionable steps. Now, agentic AI can do the same. Are ReAct agents the future of enterprise problem-solving? Continue Reading
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Tip
09 Oct 2025
Agentic AI architecture: An enterprise guide
Agentic architectures can work independently to automate and orchestrate complex tasks in manufacturing, retail operations and supply chains but they present several challenges. Continue Reading
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Tip
08 Oct 2025
How agentic RAG supports effective business workflows
AI agents can complete business tasks with little to no human intervention. What if they could access domain-specific knowledge when completing those tasks? Continue Reading
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Tip
03 Oct 2025
What is AI agent memory? Types, tradeoffs and implementation
AI agents with short- and long-term memory leapfrog simple task-oriented assignments into areas of autonomy, pattern recognition, personalization and strategic business planning. Continue Reading
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Tip
30 Sep 2025
Compare AI agents vs. RPA: Key differences and overlap
Choosing the right automation strategy isn't just about efficiency -- businesses need to consider adaptability and reliability too. Continue Reading
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Feature
26 Sep 2025
11 real-world agentic AI examples and use cases
AI that doesn't just follow instructions but figures out how to get things done -- that's the promise of agentic AI, an emerging approach that's already changing some sectors. Continue Reading
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Definition
10 Sep 2025
What is ChatGPT Enterprise? Pricing, uses and features
ChatGPT Enterprise is OpenAI's premium version of its AI chatbot, ChatGPT. Continue Reading
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Tip
22 Aug 2025
AI implementation: 13 steps to achieve success in your business
AI technologies can enable and support essential business functions. But organizations must have a solid foundation in place to bring value to their business strategy and planning. Continue Reading
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Tip
11 Aug 2025
Agentic AI workflows: Trends, examples and best practices
Implemented correctly, agentic AI workflows can make business process management more responsive, flexible and autonomous. Continue Reading
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Tip
06 Aug 2025
How to use change management for better AI adoption
Is your business ready for AI -- or just adding expensive tools without adapting workflows to maximize value and minimize risk? Continue Reading
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Tip
25 Jul 2025
How to evaluate LLMs for enterprise use cases
What defines success is business value -- not just benchmark scores. Continue Reading
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News
23 Jul 2025
Google advances Gemini with low-cost Flash-Lite 2.5
The cloud provider's model release targets businesses looking for performance, cost-effectiveness and precision. Continue Reading
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News
16 Jul 2025
AWS launches AgentCore system and agentic marketplace
The cloud provider introduced a service that includes capabilities that help agents perform at a bigger scale. It also unveiled a new marketplace. Continue Reading
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Podcast
15 Jul 2025
Database vendor MongoDB embraces GenAI
The vendor has moved quickly to incorporate technologies such as vector search that are integral to generative AI. Continue Reading
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Tip
14 Jul 2025
Integrating IoT and machine learning: Benefits and use cases
With applications in industries such as manufacturing and healthcare, integrating IoT with machine learning offers a range of unique benefits. Continue Reading
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Tip
27 May 2025
RAG best practices for enterprise AI teams
Many organizations are already using commercial chatbots driven by large language models, but adding retrieval-augmented generation (RAG) can improve accuracy and personalization. Continue Reading
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Feature
22 May 2025
AI upskilling strategies that center workers, not tech
At MIT's Sloan CIO Symposium, experts emphasized that AI upskilling starts with what humans do best, pairing hands-on learning with inclusive, contextualized strategies. Continue Reading
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Definition
12 May 2025
What is intelligent process automation (IPA)?
Intelligent process automation (IPA) is a combination of technologies used to manage and automate digital processes. Continue Reading
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Feature
09 May 2025
How business leaders are measuring generative AI's ROI
At EmTech AI, generative AI's value was top of mind. But real ROI depends on business fundamentals like change management and clear success metrics. Continue Reading
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Feature
08 May 2025
Why enterprise AI is moving toward customization
At MIT's EmTech AI conference, tech leaders emphasized the value of purpose-built systems designed to support real business workflows. Continue Reading
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Tip
08 May 2025
The 10 best generative AI courses in 2025
These wide-ranging courses help users of all skill levels learn the ins and outs of GenAI, offer advice and training on tools, and keep users updated regarding trends. Continue Reading
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News
28 Apr 2025
Deriving ROI from AI is more than just monetary value
While some enterprises can see the business value from their AI initiatives relatively quickly in terms of financial value, others see it in the efficiency of their employees. Continue Reading
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News
28 Apr 2025
AI adoption hovers around 25% for office workers
Perficient and Thomson Reuters surveys show that AI adoption is limited in some sectors, but there's lots of experimentation and evaluation happening. Continue Reading
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Tip
23 Apr 2025
8 business use cases for ChatGPT in 2025
By the end of 2024, 76% of businesses worldwide were using ChatGPT. The real question is, how are they using it? Continue Reading
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News
11 Apr 2025
GenAI vendor Writer releases agentic platform for business
The platform is geared for business users, the vendor's primary targets. However, it must compete with bigger tech companies' agentic tools. Continue Reading
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Tip
10 Apr 2025
Top 4 AI writing tools for improved business efficiency
AI writing tools target business use cases but aren't sufficient to replace human writers. Explore four popular options for content creation: ChatGPT, Jasper, Rytr and Writer. Continue Reading
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Tip
25 Mar 2025
GitHub Copilot vs. ChatGPT: How do they compare?
Copilot and ChatGPT are generative AI tools that can help coders be more productive. Learn about their strengths and weaknesses, as well as alternative coding assistants. Continue Reading
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Feature
20 Mar 2025
Explore real-world use cases for multimodal generative AI
Multimodal generative AI can integrate and interpret multiple data types within a single model, offering enterprises a new way to improve everyday business processes. Continue Reading