Practical thinking on getting real business value from AI in insurance, banking, and telecom.
Triage, routing, and automation that cut turnaround without cutting corners.
Reminders treat everyone the same. Decisioning saves the customers worth saving.
A score is not an action. Here is what closes the loop.
From next-best-product to retention, where LTV actually moves.
Uplift-ranked offers beat blanket discounts on both churn and margin.
A simple value-vs-feasibility framework for picking the first project.
The questions a board should ask before approving an AI initiative.
Why "what works" needs more than correlation.
Visibility is table stakes. Decisions are the differentiator.
Occasional, practical notes on applying AI to enterprise decisions. No noise.
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