Insights
Field notes from AI leadership.
108 essays, interviews, and research notes from the AIM Council network.
Council Posts· Jun 9, 2026
Sustainable AI – Why Boardrooms Must Govern the Cost of Intelligence
Sustainable AI turns AI from a technology initiative into an enterprise capability.
By Rajan Gupta
Council Posts· Apr 2, 2026
From Dashboards to Decisions to Actions
By Sai Krishnan Mohan
Council Posts· Feb 11, 2026
Model-First Product Strategy: How AI Product Management Must Evolve
By Adhar Walia
Council Posts· Feb 4, 2026
Sovereign AI: Why the Next Decade Belongs to Nations That Build Their Own
By Rajan Gupta
Council Posts· Jan 9, 2026
The AI Marketplace Playbook
By Srikanth Appana
Council Posts· Jan 1, 2026
From Content Generation to Work Delegation: Navigating the Agentic AI Era
By Sai Krishnan Mohan
Council Posts· Dec 25, 2025
A Five-Point Playbook for Enterprise AI Leaders
By Rajan Gupta
Council Posts· Dec 1, 2025
Building Robust AI & Data Infrastructure
By Shruti Lohar
Council Posts· Nov 26, 2025
The Reason AI Adoption Stalls in Freight
By Albert Lie
Council Posts· Nov 21, 2025
The GBS Blueprint for Scalable AI: From Pilot to Production
By S. Navaneetha Krishnan
Council Posts· Nov 14, 2025
What the 5% Winning at AI Know That Others Don’t
By Guru Ananthanarayanan
Council Posts· Nov 11, 2025
Enterprise AI Agents & Digital Twin Platforms: Impactful Use Cases Driving the Next Tech Revolution
By Anil Prasad
Council Posts· Nov 10, 2025
AI Insights in 2025 shows scale is the strategy
By Aravind Peddiboyina
Council Posts· Nov 6, 2025
Addressing the Limitations of Centralized Artificial Intelligence through Edge AI
By Maharaj Mukherjee
Council Posts· Oct 30, 2025
Ethical Intelligence: Building Trustworthy AI in Healthcare
By Jason Cooper
Council Posts· Oct 29, 2025
Enterprise AI Powered Digital Transformation
By Shruti Lohar
Council Posts· Oct 28, 2025
Scaling and ROI of Generative AI/ Digital initiatives for Smart Factory
By Harsh Vardhan
Council Posts· Oct 17, 2025
Enterprise-Ready Agentic AI: What’s Hype, What’s Real, What’s Risk?
By Mukundan Sivaraj
Council Posts· Oct 16, 2025
AI-Powered Sustainability: How Generative AI Drives Down Energy Costs and Carbon Footprints
By Sivakumar Selva Ganapathy
Council Posts· Oct 14, 2025
The Evolving Generations of GCCs and the Leaders Behind Them
By Tushar Gawande
Council Posts· Oct 10, 2025
Agentic AI in Financial Services – Enhancing Customer Experience
By Sirisha Voruganti
Council Posts· Oct 10, 2025
The $440 Million AI Lesson: Why 87% of Enterprise AI Projects Fail, And How Global Leaders Beat the Odds
By Rajan Gupta
Council Posts· Oct 9, 2025
The Future of LLMs and AGI
By Biswajit Biswas
Council Posts· Sep 26, 2025
The Role of Large Language Models in Data Privacy
By Saurabh Pramanick
Council Posts· Sep 24, 2025
Behind the Shelves: How AI Powers the Modern Retail Supply Chain
By Archana Soni
Council Posts· Sep 24, 2025
Why Every Enterprise Needs Its Own AI Orchestration Framework
By Srikanth Appana
Council Posts· Sep 22, 2025
Agentic AIOps in Action: How IT Operations Are Transformed with AI-driven Automation
By Ganesh Sivakumar
Council Posts· Sep 10, 2025
Data-Driven or Data-Deluded? The Difference is in the Execution
By Trey Connolly
Council Posts· Sep 5, 2025
What’s Next for GenAI?
By Samarth Gupta
Council Posts· Aug 13, 2025
Geopolitics of AI: Global Trends Shaping Tech Leadership
By Mansi Mistri
Council Posts· Aug 1, 2025
The Myth of the AI Co-Pilot: Delegation, Collaboration, or Something Else?
By Mukundan Sivaraj
Council Posts· Jul 29, 2025
Industrial AI Isn’t Easy, But It’s the Future
By Guru Ananthanarayanan
Council Posts· Jun 12, 2025
The Hidden Energy Crisis in Every Server Room Might Have New Solutions Now
By Maharaj Mukherjee
Council Posts· Jun 12, 2025
Secure by Quantum Design: Protecting Financial Transactions with Quantum Cryptography
By Gurbans Chatwal
Council Posts· May 26, 2025
Product Thinking in the Age of AI: From Use Case to Widespread Adoption
By Adhar Walia
Council Posts· May 21, 2025
AI First: Is Your Organization Truly Leading the AI Revolution?
By Aroon Jham
Council Posts· May 20, 2025
Modernizing Enterprise Applications: Harnessing Cloud Native and AI for the Next Wave of Innovation
By Anil Prasad
Council Posts· May 19, 2025
Why Generative AI Hasn’t Revolutionized Industry—Yet
By Guru Ananthanarayanan
Council Posts· May 19, 2025
Agentic AI is the Future, But Are We Ready for It?
By Sayandeb Banerjee
Council Posts· May 9, 2025
Reframing the Agency Problem in Agentic AI Systems
By Sai Krishnan Mohan
Council Posts· May 6, 2025
Beyond Wrappers: Unlocking Strategic Value with Generative Agents
By Satheesh Ramachandran
Council Posts· Apr 29, 2025
From Coworkers to Code: How Agentic AI Will Redefine White-Collar Work
By Dhivya Nagasubramanian
Council Posts· Apr 29, 2025
Legacy Modernization – A balancing game
By Pritam Debnath
Leadership Moves· Apr 16, 2025
Havas Strengthens Its Global Data and Tech Leadership with the Appointment of Two Senior Executives
By Aashi Agarwal
Council Posts· Apr 16, 2025
CDO Vision NY 2025: Opportunities and Challenges in Migrating to the AI-First Approach
By Aashi Agarwal
Leadership Moves· Apr 14, 2025
Adam Gooch Takes Charge of Global Data Product Management at Chubb
By Aashi Agarwal
Leadership Post· Apr 11, 2025
Should CEOs Be Worried About AI Replacing Them?
By Aashi Agarwal
Council Posts· Apr 11, 2025
Future-Proofing Data Teams for Strategic Impact in the Age of AI
By EJ Kim
Leadership Moves· Apr 10, 2025
New York State Appoints Its First Chief AI Officer, Shreya Amin, to Lead Statewide AI Strategy
By Aashi Agarwal
Leadership Post· Apr 10, 2025
When the Algorithm Fires the Boss
By Aashi Agarwal
Council Posts· Apr 8, 2025
Beyond LLMs: The Engineering Blueprint for building GenAI-based chat applications
By Swaroop Shivaram
Council Posts· Apr 7, 2025
The Real Impact of AI in Shipping Shared Services: A Practitioner’s Perspective
By Vikrant Aglawe
Leadership Moves· Apr 3, 2025
A New Chapter for AI at Verizon with Mano Mannoochahr
By Aashi Agarwal
Leadership Moves· Apr 3, 2025
From Visa to Zopa: Jeremy Penzer Takes Charge of Analytics
By Aashi Agarwal
Council Posts· Mar 31, 2025
Preparing Your Product for a World of AI Agents Acting Autonomously
By Devendra Singh Parmar
Council Posts· Mar 29, 2025
Quantum Machine Learning: The Next Frontier
By Gurbans Chatwal
Council Posts· Mar 28, 2025
Navigating AI Governance in the Generative AI Era
By Anshika Mathews
Council Posts· Mar 28, 2025
The Need for Machine Unlearning in Enterprise AI Applications
By Rajan Gupta
Council Posts· Mar 28, 2025
AI Agents: The Jarvis Dilemma – Build or Use AI Agent Framework?
By Prashant Ramappa
Council Posts· Mar 28, 2025
Scaling GenAI in Your Business Domain
By Aroon Jham
Council Posts· Mar 28, 2025
From Black Box to Glass Box: Embedding Explainable AI in Business Operations
By Arjun Srinivasan
Council Posts· Mar 26, 2025
DeepSeek vs. ChatGPT: Choosing the Right AI for Your Business
By Junaid Farooq
Council Posts· Mar 24, 2025
MT Logan Capital Management Welcomes Sun Siang Liew as Chief Analytics Officer
By Aashi Agarwal
Leadership Moves· Mar 20, 2025
Joe Vellaiparambil Joins Allied World to Strengthen Data and Analytics Strategy
By Aashi Agarwal
Leadership Moves· Mar 12, 2025
A New Era for AI at GM: Welcoming Barak Turovsky as Chief AI Officer
By Aashi Agarwal
Leadership Post· Mar 11, 2025
The AI Illusion: Why Companies Fail and How Leaders Can Fix It
By Aashi Agarwal
Leadership Moves· Mar 10, 2025
ThoughtSpot Enhances AI Strategy with Cindi Howson's Promotion
By Aashi Agarwal
Council Posts· Mar 10, 2025
The Ethical AI Imperative: Building Trust Through Responsible Governance
By Prashant Rao
Leadership Post· Mar 7, 2025
How AI is Reshaping the Modern Leadership
By Aashi Agarwal
Leadership Moves· Mar 6, 2025
EY Positions Richard Clough to Lead Global Data Strategy
By Aashi Agarwal
Council Posts· Mar 6, 2025
Turning Vision into Reality: Mastering the Leap from POC to Production
By Dhivya Nagasubramanian
Council Posts· Mar 5, 2025
Council Post: Strategies for Entry-Level Success in the AI Job Market
By Aashi Agarwal
Leadership Moves· Mar 4, 2025
PayPal's Bold Gambit Unites Finance and Operations Under Miller's Leadership
By Aashi Agarwal
Leadership Moves· Mar 3, 2025
WNS Welcomes Danielle Crop to Drive Digital Strategy
By Aashi Agarwal
Leadership Moves· Mar 3, 2025
Mastercard Ushers in a New Era of AI with Seasoned Leader Janet George
By Aashi Agarwal
Leadership Moves· Feb 26, 2025
Lance Braunstein Joins Optiver as Global CTO to Drive Technological Innovation and Growth
By Anshika Mathews
Leadership Moves· Feb 24, 2025
Balaji Dhamodharan’s Journey Is A Testament To Adaptability, AI Leadership, And The Impact Of Mentorship
By Anshika Mathews
Leadership Moves· Feb 20, 2025
Prat Vemana Named Chief Information and Product Officer at Target
By Anshika Mathews
Leadership Moves· Feb 18, 2025
Fernando Schwartz Appointed SVP, Chief AI Officer at Claritev
By Anshika Mathews
Council Posts· Feb 17, 2025
Unlocking the Power of Data with AI-Powered MDM
By Junaid Farooq
Council Posts· Feb 13, 2025
Developing People Capabilities in the era of Generative AI
By Sai Krishnan Mohan
Council Posts· Feb 11, 2025
Reimagining Apps from the Lens of ChatGPT: A New Era of Personalized Intelligence
By Dhivya Nagasubramanian
Leadership Moves· Jan 23, 2025
Avijit Chatterjee's Journey from Geometry Lover to Transforming Cancer Care with AI
By Anshika Mathews
Council Posts· Jan 23, 2025
Arjun Srinivasan’s Journey from Tech Expert to AI Leadership
By Anshika Mathews
Council Posts· Jan 20, 2025
Of Cranks and Code: Generative AI's Satirical Beginnings in Gulliver's Travels
By Gurbans Chatwal
Council Posts· Jan 20, 2025
Revolutionizing Product Development with AI-Based Analytics: A Strategic Imperative
By Devendra Singh Parmar
Council Posts· Jan 16, 2025
Is Your AI Strategy Stuck on Prompt Engineering? How Multi-Agent Systems Can Transform Your Business
By Aroon Jham
Council Posts· Jan 16, 2025
The Data-First Leadership: Why Data Strategy is Key to Business Success
By Dhivya Nagasubramanian
Council Posts· Jan 8, 2025
Breaking the Echo Chamber: Why Diversity is Crucial for AI’s Future
By Giorgio Suighi & Rachel
Council Posts· Jan 8, 2025
Agentic AI: The Journey from Automation to Autonomy
By Pritam Debnath
Council Posts· Dec 28, 2024
What the Marketing and Advertising Industry Offers Budding Data Scientists and AI Enthusiasts
By Kasi Rajeev Oduri
Council Posts· Dec 17, 2024
Extending the Governance Framework to Strengthen AI Strategy and GenAI Solutions
By Junaid Farooq
Council Posts· Dec 17, 2024
How to Use Emerging Technologies Strategically for Long-Term Business Benefits
By Erum Manzoor
Council Posts· Dec 12, 2024
The balancing act: Data Management and Data Consumption
By Devanathan Rajagopalan
Council Posts· Dec 10, 2024
Why Agentic AI Will Dominate the Tech Landscape in 2025: Insights from Personal Experience
By Aroon Jham
Council Posts· Dec 4, 2024
Overcoming Data Silos and Integration Barriers in Enterprise AI Implementation
By Devendra Singh Parmar
Council Posts· Nov 29, 2024
Uplevel your enterprise marketing systems with AI and Data Science
By Kasi Rajeev Oduri
Council Posts· Nov 15, 2024
Unpacking the Power of Data Products: Driving Business Value through Data
By Junaid Farooq
Council Posts· Nov 6, 2024
Comparing Major Companies' AI Spending in 2024 and the Challenge of Productionizing AI Solutions
By Erum Manzoor
Leadership Moves· Oct 30, 2024
Trey Connolly’s Journey from Analyst to AI Leader Shaping the Future of Data Analytics
By Anshika Mathews
Leadership Moves· Oct 23, 2024
From Political Science to Data Strategy, Scott Newton’s Journey to the Heart of Analytics
By Anshika Mathews
Leadership Moves· Oct 17, 2024
M&T Bank Appoints Linda Tai as Chief Information Officer
By 余丽丽
Leadership Moves· Oct 17, 2024
MultiPlan Appoints Dr. Curren Katz as Senior Vice President and Chief Data Science Officer
By 余丽丽
Leadership Moves· Oct 17, 2024
BMO Appoints Kristin Milchanowski as Chief Artificial Intelligence and Data Officer
By 余丽丽
Leadership Moves· Oct 17, 2024
Gabriel Garcia Appointed as Americas Chief Information Officer at Brambles
By 余丽丽
Leadership Moves· Oct 11, 2024
Deepak Jose Joins Niagara Bottling as Vice President and Head of Data Science and Business Intelligence
By 余丽丽
Council Posts· Oct 7, 2024
How to Navigate the Complexities of Data Governance in the AI Industry: Strategies for Building Robust Frameworks
By Anshika Mathews
Council Posts· Oct 4, 2024
Council Post: Robust Data Engineering Practices Can Supercharge AI
By 余丽丽