See every AI system across your organisation.

Holistic AI Identify gives you a continuously updated, centralised view of all AI in use — across clouds, tools, and teams — without slowing innovation or adding operational risk.

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THE CHALLENGE

AI governance fails without visibility.

Most organisations track AI using spreadsheets, surveys, and self-attestation. But AI is built and deployed across decentralised teams, pipelines, and platforms, creating blind spots, unclear ownership, and unmanaged risk. If you can’t see your AI, you can’t govern it.

Why Identify Matters

The foundation of AI governance

Identify creates a living inventory of every AI system including approved, experimental, and previously unmanaged so security, risk, legal, and governance teams can operate with confidence.

1. Discover all AI
   Automatically detect AI across infrastructure, code, pipelines, and documentation.
2. Centralise and structure
   Group related artifacts into clear AI systems with ownership, context, and traceability.
3. Keep it current
   Continuously update the inventory as systems change, scale, or drift.

HOW IT WORKS

How Identify Works

1. Connect safely
   Read-only integrations with cloud platforms, ML tools, and repositories.
2. Detect AI signals
   Identify deployed models, LLM services, agent workflows, notebooks, and documentation.
3. Reconcile into assets
   Cluster findings into meaningful AI systems using semantic analysis and validation.
4. Maintain a living inventory
   Assets update continuously with full audit history and human oversight.

CAPABILITIES

Complete Discovery & Inventory Features

Everything you need to automatically discover, classify, and manage your complete AI portfolio in real-time.

• AI Discovery & Inventory
  Automatically discover and catalog all AI systems across your infrastructure.
• Source Connections
  AWS, Azure, GCP, GitHub, GitLab, Bitbucket integration.
• Source Indexing
  Real-time indexing with metadata extraction.
• Artifact Discovery Engine
  ML model detection, training data identification.
• AI Classification Engine
  Risk-based classification with regulatory alignment.
• Continuous Discovery Monitoring
  24/7 scanning with change detection alerts.
• Discovery Agents (Sentinels)
  Autonomous agents scanning your infrastructure.

ENTERPRISE SECURITY

Built for enterprise security

Read-only access. No prompts, training data, or inference payloads accessed. Metadata-only collection. Client-dedicated tenancy. Zero impact on production workloads.

VALUE

What Identify enables

A single source of truth for all AI across the enterprise. Clear ownership and accountability. Faster audits and regulatory readiness. A trusted foundation for risk testing, monitoring, and enforcement.

PLATFORM

Why Identify comes first

Identify
No blind spots. Full visibility from day one.
Protect
Assesses and mitigates risk.
Enforce
Operationalises controls and compliance.

Automated AI Discovery

Continuous 24/7 scanning of shadow AI, experimental projects, and approved systems across your entire infrastructure.

Asset Reconciliation

Intelligently cluster discovered fragments into meaningful business assets with AI-powered metadata extraction.

Governance Ontology

Establish clear ownership and relationships between models, data, and applications with a structured knowledge graph.

Unified AI Inventory

The definitive system of record for every AI asset, providing the visibility required for risk assessment and compliance.

Observability & Audit

Full audit trails for all AI system changes, model versioning, and real-time agent observability.

Compliance Mapping

Automatically map AI assets to regulatory frameworks like EU AI Act, NIST, and ISO 42001.

Enterprise AI Governance That Actually Works

Join the organizations that turned governance from a blocker into an enabler. Full visibility, continuous risk testing, and compliance proof — on autopilot.

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