Every item answers four questions. Nothing is published that a leadership team cannot act on.
Unit economics of document-heavy workflows change within a quarter.
Contact centre, legal review and underwriting cost curves move.
Re-price the three highest-volume document workflows before renewal.
Automation shifts from single tasks to multi-step processes.
Process ownership and audit trails become the constraint, not capability.
Name an accountable owner for agent governance this quarter.
Compliance requirements land ahead of most internal AI inventories.
Undocumented models in customer-facing decisions become a board-level exposure.
Commission an inventory of AI in customer-facing decisions.
Capacity, not model quality, starts to set the delivery date.
Roadmap commitments made without a capacity clause become unfundable.
Put a capacity assumption in every AI business case this cycle.
AI stops being an experiment the moment a P&L owner carries it.
Funding, accountability and cancellation rights all move to the business.
Decide which three use cases graduate to line budget this year.
Build-versus-buy reopens on workloads that were settled last year.
Vendor leverage shifts; renewal terms are negotiable again.
Re-test one settled build-versus-buy decision before the next renewal.