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AI in operations

AI agent orchestration, human-in-loop, audit, exception intelligence. The automation layer that removes the noise so planners can do the judgment work.

Articles

Maps to GrepEye

AI agents, exception intelligence

Course moduleintermediate

Module 8: Audit, compliance, and the board pack

The final module of the Planning Foundations course. How to close the planning cycle with a defensible record. Audit trails, regulatory compliance, and the board pack that communicates the plan to leadership.

Kislay S13 min

Course moduleintermediate

Module 7: AI agents and human-in-loop

The seventh module of the Planning Foundations course. How AI agents assist with the planning cycle, what human-in-loop actually means, and why the agent proposes and the planner disposes.

Kislay S12 min

Conceptintermediate

Human-in-the-loop is not a checkbox. It is a system property.

Most vendors claim human-in-loop. Very few implement it. The difference is whether the human has real choice at the decision point, with enough information and time to make a different decision. Here is how to tell the difference.

Keshab S9 min

Conceptadvanced

Audit trails for AI: what DPDP, CCPA, and the EU AI Act actually require

Three regulatory frameworks now require audit trails for automated decisions. The requirements overlap but are not identical. Here is what each requires, where they differ, and what to implement if you operate in all three jurisdictions.

AI in operations

Module 8: Audit, compliance, and the board pack

Module 7: AI agents and human-in-loop

Human-in-the-loop is not a checkbox. It is a system property.

Audit trails for AI: what DPDP, CCPA, and the EU AI Act actually require

Five more to dig into.

Demand forecasting

S&OP & IBP

Inventory & supply

Data & integration

The AI Hype Hangover