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Stage 3 / 5
Analysis & Risk
Analyses are produced manually; anomalies surface late. AI-assisted analysis, anomaly and regime detection make the difference — the PM keeps the decision, AI prepares it and flags deviations early.
Discovery question at kickoff
Which risk analysis still runs in Excel today — and which anomaly would you have liked to see two weeks earlier?