Vertical demo

Manufacturing Operations

Interactive demo data

Demo insights

Realistic, safe-to-share demo dataset for this vertical.

Scenario

Story

Step 1

Export JSON

Click Show to view KPIs, alerts, recommended actions, and example records.

Demo data: /api/demo/manufacturing?seed=42

This vertical MVP demonstrates operations workflows (scheduling, downtime response, QA deviation triage) using the full UmamiMind loop: orchestration (PLAN→POLICY→ACT→VERIFY→OBSERVE→DECIDE), model routing + fallback, observability, and tenant-level Trust Signals.

Orchestrator Observability Trust Signals

Run a scenario

Tenant

Scenario

Cost cap (USD)

Model tier

Preferred model (optional)

Execution gates

Require human approval (pause run at POLICY/DECIDE)Allow model fallback

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What this demonstrates

Operational decision support workflows with deterministic orchestration and enforcement gates.
Cost + latency observability suitable for shop-floor and plant-level SLO reporting.
Trust Signals exports derived from real runs to support enterprise diligence.