From asset classification to predictive maintenance and audit copilots — every workflow has an AI assistant, every suggestion is auditable, every applied change is tracked. HIPAA / DPDP / GDPR ready, multi-tenant by default.
Every call goes through a single hardened gateway with PHI redaction, hash-chained audit, per-org wallet caps, and human approval for high-impact actions.
Photo or invoice → asset register fields with confidence scoring.
Free-text breakdowns become categorised work orders with diagnostic steps.
Per-item risk score and executive narrative across 30/60/90 day horizons.
Auto-post safe receipts, flag price/qty variance for review.
Root cause + recommended action from sensor factors and severity history.
NABH / NABL / DPDP evidence packs and gap analysis on demand.
Token wallet, per-feature caps, and human-approval gates apply on every plan.
Core CMMS for a single facility.
Multi-facility with workflow automation and standard AI tier.
Full AI suite + governance for regulated industries.
Every AI prompt is screened with versioned regex + ML rules before egress.
ai_usage_audit and audit_log are append-only with row hashing for tamper detection.
Postgres RLS on every row; org_id NOT NULL across the schema.
High-impact AI actions require approval queue sign-off before apply.
Per-org override for data residency (IN, EU, US) with model routing.
Emergency access flows captured with reason codes and review windows.
Per-tenant purge / export workflows for DPDP & GDPR data subject rights.
Change mgmt, RBAC, role matrix v2, automation workflows in-app.
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