AIMM Index is a continuous compliance and governance twinning platform. Instead of producing a governance report once per quarter, AIMM Index recomputes each organisation's AI Maturity Score (AI$M) on every telemetry event — translating your AI model's real-time behaviour into an auditable maturity level from L0 to L6.

A compliance twin is a persistent digital governance record for one AI-enabled organisation or system. Each twin holds: its confusion matrix (TP/TN/FP/FN), system integrity parameters, a calibration baseline, the full AI$M time-series (aism_history), and the active domain agent's latest findings.

Calibration locks the current AI$M as the baseline. Drift alerts only fire after calibration.

POST /api/twin/telemetry
Authorization: Bearer <token>

{"org_id":"your-org","metric_type":"TP","value":780}

The response includes updated aism, aimm_level, drift object, and agent_alerts array — findings the active agent raised from this event.

Why tighter than generic: fab contamination compounds quickly. A 9% drift that the generic agent ignores triggers a critical alert here.

EV context is auto-detected from the domain field — battery/thermal language replaces generic process language when "ev" or "electric" appears.

Click ⬇ Annexure next to any twin in the Compliance Twins page. Generates and downloads a live .docx containing:

• Section 1: Twin Identity
• Section 2: Current AI$M Compliance State
• Section 3: Layer Score Breakdown
• Section 4: Identified Gaps — findings from the active domain agent, run at generation time
• Section 5: Growth History (last 15 snapshots)
• Section 6: Attestation

# 1. Login
curl -X POST https://api.aimmindex.com/api/twin/auth/login \
  -H "Content-Type: application/json" \
  -d '{"email":"partha@is360technologies.com","password":"YOUR_PASSWORD"}'

# 2. Register a twin (Admin)
curl -X POST https://api.aimmindex.com/api/twin/register \
  -H "Authorization: Bearer TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"org_id":"retail-demo","name":"Demo Retail Co","domain":"Retail MSME"}'

# 3. Submit telemetry (Operator)
curl -X POST https://api.aimmindex.com/api/twin/telemetry \
  -H "Authorization: Bearer TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"org_id":"retail-demo","metric_type":"TP","value":780}'

// src/auth.js — add this line and redeploy:
seedUser("newuser@company.com", "operator", "New User", "NEW_USER_PASSWORD");

// Then set NEW_USER_PASSWORD in EB environment properties