Eight governed applications

The governed AI stack,
application by application.

Two clusters. Eight applications. All built on a common governed foundation — so evidence, audit trails, and regulatory records flow across the entire stack, not just within each tool.

AI Governance Suite Compliance Automation

Common foundation

Evidence Layer  —  shared audit trail Lineage Graph  —  AN-Stemma™ substrate Regulatory Intelligence  —  RegulatoryDataLake™ Surface  —  AN-Proto™ Desktop + Web

Cluster I  ·  Six Applications

AI Governance Suite.

Six purpose-built applications governing your AI stack — from model onboarding and risk management through to regulatory intelligence and the user surface your compliance teams actually use.

AN-Sentinel™  ·  AN-Trace™  ·  AN-Stemma™  ·  RegulatoryDataLake™  ·  AN-Proto™  ·  AN-Metaskrit™

GRC Platform  ·  BFSI

AN-Sentinel™

12-module GRC platform for regulated financial institutions. Multi-Regulator Incident Engine, Operational Risk Loss Database, and Basel III Pillar 2 capital modelling — built for examination readiness, not just operational compliance.

Currently in pilot deployment
Request a Pilot  →

Key capabilities

  • Multi-Regulator Incident Engine — SEBI, RBI, IRDAI parallel incident tracking
  • Operational Risk Loss Database with Basel III Pillar 2 capital modelling
  • Policy management and regulatory change alert engine
  • Board-level risk reporting with governed, traceable information flows
  • Examination readiness module — audit trail generation on demand

Regulatory alignment

  • Select Regulations Alignment in Progress

Designed for

Chief Risk Officer Chief Compliance Officer Head of Model Risk Regulatory Reporting Lead Board Risk & Audit Committee

Regulatory Software Intelligence

AN-Trace™

Converts repository metadata, CI/CD signals, and architecture artefacts into standards-readiness findings and audit-ready evidence graphs. Your software becomes its own compliance record.

Early access  ·  Sidecar deployment model
Request a Pilot  →

Key capabilities

  • Repository metadata ingestion and CI/CD signal analysis
  • Architecture artefact mapping to regulatory standards
  • Audit-ready evidence graph generation — no manual reconstruction
  • Standards-readiness scoring across SEBI CSCRF, RBI IT Framework
  • Sidecar deployment — no changes to existing development workflow

Regulatory alignment

  • Select Regulations Alignment in Progress

Designed for

Chief AI Officer Chief Information Officer Head of Engineering Compliance Technology Lead

Change Control & Lineage Governance

AN-Stemma™

Repository control plane for policy-aware governance. Lineage graphs, dependency context, and durable change records that apply to regulated industries, financial services, healthcare, and beyond. Every model decision, every policy exception, every governance action — documented and auditable, across domains.

Active development
Request a Pilot  →

Key capabilities

  • Git-native lineage graph — full model decision traceability
  • Dependency context mapping across model versions and deployments
  • Explainability substrate feeding AN-Sentinel and AN-Trace
  • Audit question response generation from lineage data
  • Desktop surface with developer-grade repository interface

Regulatory alignment

  • Select Regulations Alignment in Progress

Designed for

Head of Model Risk AI Governance Lead ML Engineering Internal Audit

Structured Regulatory Intelligence

RegulatoryDataLake™

Governed regulatory knowledge base continuously curated from regulatory frameworks, acts, and guidelines. Query structured obligations. Map compliance requirements. Automate evidence collection.

ISO 27001 + Kerala pilot retrieval-ready  ·  RBI/PMLA in progress
Request a Pilot  →

Key capabilities

  • Raw regulatory text ingestion — circulars, acts, frameworks, guidelines
  • Structured obligation extraction and control mapping
  • Checklist candidate generation from normalised regulatory data
  • Semantic retrieval engine — Milvus-powered, production-ready
  • RBI, PMLA, SEBI, IRDAI corpus ingestion in progress

Regulatory coverage

  • Select Regulations Alignment in Progress

Designed for

Chief Compliance Officer Regulatory Affairs Policy Management Internal Audit

Governed AI Shell  ·  Desktop + Web

AN-Proto™

The AI-native user surface for compliance officers, risk teams, and board members. Available on Desktop and Web — no installation required for web deployment. Web seats priced 20% below Desktop. The interface through which governed AI becomes usable AI.

Web surface live  ·  Desktop in pre-release
Request Early Access  →

Key capabilities

  • Dual surface — Desktop (full feature set) and Web (20% below Desktop pricing)
  • Governed AI shell — every query routed through the evidence layer
  • Role-aware interface — CCO, CRO, Board member views
  • No installation required for web deployment
  • Integrates with AN-Sentinel, AN-Trace, AN-Stemma, RegulatoryDataLake

Deployment model

  • Web  —  Live  ·  No installation
  • Desktop  —  Pre-release  ·  Full feature set
  • Enterprise SSO  ·  OPA-based access control

Designed for

Chief Compliance Officer Chief Risk Officer Board Risk Committee Risk Teams Regulatory Reporting

Governed Agent Runtime

AN-Metaskrit™

Most enterprise AI deployments give a model tools and call it an agent. AN-Metaskrit takes a different position: meaningful agent behaviour is a proposed state transition, not merely a generated response. A Rust-based governance kernel that sits between the model and the enterprise — seeding agents with a sealed founding constitution, validating every action against policy invariants, recording consequences in an append-only ledger, and producing audit packages that reconstruct exactly what happened and why. Enterprise AI autonomy, made governable.

Early Development  ·  Design & Architecture Phase
Express Interest  →

Key capabilities

  • Bīja Seed Canon — sealed agent constitution installed at genesis; cryptographically bound, unrewritable by the model
  • Dharma validator — non-negotiable policy and invariant enforcement; what transitions are permitted, before anything commits
  • Karma ledger — append-only consequence record capturing every proposal, every outcome, every learning signal
  • Smṛti governed memory — evidence-backed, lifecycle-aware, bounded persistent memory; unsupported claims are rejected at the runtime boundary
  • Persona Council — nine locked internal control personas (Sentinel, Oracle, Chaplain, Scribe, Judge, Steward, Architect and others) reviewing every state transition before commitment
  • Energy scoring — explainable risk and value ranking across valid candidate paths; Dharma determines what is allowed, energy determines what is preferable
  • Human approval gates — structured approval workflows for external, financial, compliance, or destructive actions; approval is a governed state, not an override
  • Maṇḍala multi-agent workspace — N-agent coordination through signed graph deltas on a shared evidence graph; coordination without merged authority

Regulatory alignment

  • Select Regulations Alignment in Progress

Designed for

Chief AI Officer Head of AI Governance Chief Risk Officer Chief Compliance Officer Head of Internal Audit Head of Vendor Risk AI Platform Engineering

Cluster II  ·  Compliance Automation  ·  Two Applications

Cluster II  ·  Two Applications

Compliance Automation.

Two applications governing your compliance workflows and document systems — embedding compliance-by-design into institutional operations from regulatory onboarding through to audit preparation.

AN-Blueprint™  ·  DocHive™

AEC Practice Management Platform

AN-Blueprint™

ProtoStar™-native practice management platform purpose-built for architecture, engineering, and construction firms. Eight integrated modules covering the full operational lifecycle — project delivery, resource utilisation, billing, timesheets, leave, and agentic AI assistance. Designed for mid-market AEC firms in India and the GCC. Live in pilot deployment as KG 360.

Live  ·  Pilot deployment — KG 360
Book a Demo  →

Eight modules

  • Master Data Management
  • Project Management
  • Resource Utilisation
  • Timesheet Management
  • Billing & Revenue Management
  • Agentic AI Assistant
  • Leave Management
  • Dashboards & KRIs

Designed for

Principal Architect Studio Manager Project Manager Billing & Finance Lead Operations Manager

Document System of Record

DocHive™

OPA-based access control and semantic retrieval for regulated documents. Every regulatory filing, every policy, every audit artefact — structured, searchable, governed. The document layer your compliance team actually needs.

Pre-release  ·  Milvus semantic retrieval engine
Book a Demo  →

Key capabilities

  • OPA-based access control — attribute-level document permissions
  • Milvus semantic retrieval — find by meaning, not just keyword
  • Regulatory filing management and version history
  • Audit artefact packaging with chain-of-custody record
  • Integration with AN-Blueprint for compliance workflow evidence

Designed for

Chief Compliance Officer Legal & Regulatory Affairs Internal Audit Document Control Risk Management

Currently in controlled deployment

Every Product.
One Governed Foundation.

All eight applications share a common evidence layer — so audit trails, lineage graphs, and regulatory records are not siloed within individual tools. They flow across the stack.

Request a Pilot  → Book a Demo