Product intelligence: make the FDR regime drive the dashboard, and surface hidden recommendations

[Austinw004]

What customers experience now

This turns two dashboard surfaces from descriptive into prescriptive — the difference between a dashboard and a command center.

1. The FDR regime now drives the command center

New RegimeGuidanceBanner makes the product's thesis operational instead of a corner badge. For the active regime it shows, in plain manufacturing language:

• What it means for procurement (no economist jargon)
• Cost outlook (e.g. Asset-Led Growth → "Costs likely rising 8–12% this quarter")
• What to do now — a specific, prescriptive action set (lock contracts / defer / build safety stock on single-source only / secure supply ahead of price moves)
• "Why this guidance?" — an expandable reasoning disclosure, tagged as decision guidance (not a measured outcome)
• A direct action path — primary + secondary buttons routing to procurement / supplier-risk / scenario-planning / forecasting

It carries a regime-aware accent (calm emerald → amber heating up → red tension → opportunity sky) so the customer builds unconscious market awareness, and a recent-shift flag ("Regime shifted to X today — your procurement posture has changed") surfaces a regime change as an event using the API's regimeDurationDays.

Wired prominently after the dashboard hero and into the empty state, so a trial user sees the model working with a concrete play on first login — before any data is loaded.

2. Materials at Risk now tells you what to do

The stockout-alerts API already computed a friendly, EOQ-aware recommendedAction per material — the widget just never rendered it. Customers saw the risk without the prescription. Each at-risk row now shows "Recommended: <action>" plus the economic order quantity when an AI optimization exists. (The raw aiRecommendedAction enum like urgent_reorder is deliberately not shown — that's developer language.)

Verification

• npm run build clean on both commits (Vite + esbuild).
• New component is self-contained; all referenced routes exist in the router; Tailwind accent classes written as full literal strings (JIT-safe).
• Not deployed — branch only; production main is untouched.

Follow-ups (not in this PR — need design input)

Broader product-intelligence work to extend the same principle: regime-aware tone across all dashboard widgets, forecast pages stating recommended actions + confidence intervals + regime linkage, and supplier/material detail pages as connected "intelligence dossiers."

https://claude.ai/code/session_01V61MwiSuV5uDemytaChzZC

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