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Author

Christopher Wakare

Founder & CEO, IntelliconnectQ Analytics

About the author

30+ years closing the gap between enterprise strategy and execution

Christopher Wakare is Founder & CEO of IntelliconnectQ Analytics, where he leads the design and delivery of AI agents, real-time BI systems, and automation infrastructure for mid-market manufacturers, logistics operators, and managed service providers.

His writing draws on three decades of direct enterprise technology leadership, from VP & Head of Technology Strategy at India's 3rd largest private bank (2015) to technology transformation work across Fortune 500s and high-growth companies in the US, India, and SE Asia. He writes from deployments in production.

Full background at christopherwakare.com.

Writing: 45 articles

If you run operations
Aug 2026 AI Agent Costs: The Real Bill Isn't Tokens, It's Rework. AI Agents
Aug 2026 Perfect Forecasts Are a Trap. Decision Speed Wins in 2026. AI Operations
Aug 2026 Every AI Agent Your Clients Turn On Is an Identity Nobody's Governing AI Agents
Jul 2026 FMCG Product Cycles Compressed From 18 Months to 8 Weeks. Most Distributors' Operating Model Didn't. AI Operations
Jul 2026 The Most Embedded AI Vendor Wins Manufacturing Supply Chains in 2026 AI Operations
Jul 2026 By 2031, AI Resolves 6 in 10 Supply Chain Disruptions Alone. The Governed Decision Layer Starts in 2026. AI Operations
Jul 2026 The Supply Chain AI Deployment Gap Starts in Procurement, Not Production AI Operations
Jul 2026 Your Physical AI Vendor Sent a Login. Your Shop Floor Needed a Person. Manufacturing
Jul 2026 Your AI Agent Made the Right Call. Your Legal Team Can't Prove It. Agent Governance
Jun 2026 Key-Man Risk Isn't a People Problem. It's a Decision Architecture Problem. Manufacturing
Jun 2026 Process Plants Expect 12% AI Savings. The Execution Layer Is What Most Are Missing. Manufacturing
Jun 2026 When the Roadmap Is Three Months but the System Breaks in One AI Operations
May 2026 Geopolitical Supply Chain Disruption: The 5-Decision Protocol That Keeps Operations Off the Back Foot AI Operations
May 2026 When Manufacturing Comes In-House, Operations Is Where the Plan Breaks Down Manufacturing
May 2026 AI Pilot to Production in Manufacturing: Why Operations Lag Behind Manufacturing
May 2026 Your Best Operators Leave in 8 Years. Their Process Knowledge Is Not Written Down. Manufacturing
Apr 2026 Automating one invoice workflow: what the manufacturer discovered after it went live AI Agents
May 2026 The ROI of an AI Agent Deployment Is Calculable Before You Build AI Agents
May 2026 Your supply chain has the signals. Nobody is acting on them. AI Operations
May 2026 The supply chain AI execution gap: why signals don't convert to operational action AI Operations
May 2026 Tariff Procurement Decision Governance: Sourcing Under Policy Volatility ERP Automation
May 2026 83% of Supply Chain AI Pilots Never Reach Production. The Gap Is Not the Model. AI Operations
May 2026 Your Senior Operators Are Retiring. Their Process Knowledge Is Not Documented Anywhere. Manufacturing
May 2026 After-Hours Approvals Are Your OTIF Problem Manufacturing
May 2026 Multi-Site Allocation Failures During Shortages AI Operations
May 2026 MSP Incident Escalation Governance: The Documentation Gap AI Agents
If you're evaluating AI for ERP
Aug 2026 Business Central AI Agents Don't Answer to the Same Rules. You Do. BC Approvals
Aug 2026 Headless ERP Needs an Owner When the Screen Goes Away ERP Automation
Aug 2026 Business Central Is a System of Record. Manufacturing Needs a System of Action. ERP Automation
Aug 2026 Your AI Agent Can Draft cGMP Records. It Can't Approve Them. Agent Governance
Sep 2026 The AI Act Deadline That Didn't Move: Article 50 Is Live, Whether or Not Your Deployment Is "High-Risk" Agent Governance
Aug 2026 Decision Reasoning Capture Isn't a New Feature. It's What Governance Already Produces. Agent Governance
Jul 2026 Your AI Agent Has an Approval Gate. It Doesn't Have a Stop Button. Agent Governance
Jul 2026 You Can Swap the Model in a Weekend. AI Agent Governance Takes a Roadmap. Agent Governance
Aug 2026 Your Business Central Excise Tax Compliance Doesn't End at the Calculation. ERP Automation
Jul 2026 Business Central's Approval Engine Can't Approve Anything Alone BC Approvals
May 2026 You Are Running Business Central. Your Ops Team Still Can't Act on the Data Fast Enough. ERP Automation
Apr 2026 ERP CRM Data Integration: How to Unify Operations Data Across Systems AI Agents
Mar 2026 We replaced 6 clicks with one chat message: a conversational ERP layer for ops, sales, and dispatch (no app, no IT ticket) AI Agents
May 2026 Supplier invoice reconciliation, automated: 10 suppliers, 0 manual steps AI Agents
May 2026 Emergency Freight Is a Tax on Decision Latency ERP Automation