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About
Agent Discovery

Know Your Agents. Control Your Risks. Scale Agentic AI.

As organizations pivot from simple chatbots to autonomous Agentic AI, visibility has become the primary barrier to safety. Most enterprises are operating with an "AI Blindspot"—unaware of the autonomous agents, models, and third-party plugins interacting with their sensitive data.

Without discovery, there is no governance. Infotechtion's AI Hub delivers an agent discovery solution as a "central Agent registry", moving you from manual questionnaires to automated, graph-based visibility.

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Platform Overview

Unified Agent Discovery

A comprehensive, automated approach to discovering, governing, and monitoring every AI agent across your enterprise.

Capability
Focus
What Infotechtion Delivers

Discovery & Inventory

Complete AI landscape visibility

Automated agent inventory across Microsoft 365, Azure AI Foundry, AWS Bedrock, custom LLMs, and third-party environments. Real-time scanning for sanctioned and unsanctioned AI components.

Graph-Based Governance

Inherited risk & policy management

Replace repetitive GRC questionnaires with a Knowledge Graph. Every agent automatically inherits risks and policies from the models and data it uses, with standardized "Agent Cards" for profiling.

Regulatory Compliance

UK & EU regulatory alignment

Automated population of ATRS records, risk assessment against the five UK AI White Paper principles, and tiered risk classification aligned with the EU AI Act.

Discovery: Identify Every Actor in Your AI Landscape NOT just Copilot Agents

You cannot govern what you cannot find. Our platform scans your environment to create a real-time inventory of all sanctioned and unsanctioned AI components.

01

Automated Agent Inventory

Identify autonomous agents, LLMs, and datasets across your tenant — from sanctioned deployments to unknown shadow tools.

  • Microsoft 365 & Azure AI
  • AWS Bedrock & Custom LLMs

M365 • Azure AI Foundry • AWS • 3rd Party

02

Shadow AI Detection

Uncover "Shadow Agents" — unvetted AI tools used by employees that bypass standard security controls.

  • Unvetted AI Tools
  • Bypassed Controls

Copilot Plugins • GPT Wrappers • Custom Agents

03

Component Mapping

Use the Saidot-powered Knowledge Graph to see how agents are connected to specific models, datasets, and business processes.

AGENTMODELDATAPROCESS
  • Agent ↔ Model Dependencies
  • Data & Process Lineage

Knowledge Graph • Saidot • Lineage Mapping

Governance

From Manual Forms to Graph-Based Inheritance

Traditional GRC tools rely on slow, repetitive forms. Infotechtion replaces this with Graph-Based Governance, allowing agents to automatically inherit risks and policies from the models and data they use.

  • Standardized "Agent Card" with autonomy level, data access rights, and authority limits
  • Gartner TRiSM framework alignment for adversarial robustness and model explainability
  • Automated EU AI Act risk classification: Unacceptable, High, Limited, Minimal
  • Graph-based policy inheritance from models and data sources to agents
Outcome

Every agent governed automatically — no forms, no gaps, no drift.

UNACCEPTABLEHIGH RISKMINIMALAGENT CARDAutonomy • Access • Authority

UK Regulatory Compliance

Our discovery solution is mapped directly to the UK Government's regulatory requirements, ensuring that your AI adoption is defensible and transparent.

01

ATRS Automation

Automatically populate the Cabinet Office Algorithmic Transparency Recording Standard (ATRS) with technical data discovered by our platform.

ATRS
  • Auto-populated Records
  • Cabinet Office Standard

Cabinet Office • ATRS • Transparency

02

UK AI White Paper Alignment

Risk assessment on discovered agents evaluating adherence to the five core principles: Safety, Transparency, Fairness, Accountability, and Contestability.

5 PRINCIPLES
  • Five Core Principles
  • Risk Assessment

Safety • Transparency • Fairness • Accountability

03

CDDO & GDS Standards

Build an evidence vault that satisfies GDS Service Standard audits and NCSC secure AI development guidelines.

EVIDENCE VAULT
  • GDS Service Standard
  • NCSC Guidelines

GDS • NCSC • Evidence Vault • Audit Ready

AI Observability

AI and Agent Observability is the Next Frontier

Managing the lifecycle of your data shouldn't be a manual burden. Automate the journey from creation to destruction.

Centralized Oversight

A single, visible repository for all AI use cases across the global organization to eliminate "scattergun" governance.

AI Deployment

An enterprise Agent and LLM library enabling your developers to use authorized models which have gone through AI governance and DPIA process.

Risk Reduction

Every discovered agent is automatically profiled with a standardized "Agent Card," defining its autonomy level, data access rights, and authority limits.

Regulatory & Legal Exposure

Maintain a continuous, traceability and evidence vault for every agent and model in your inventory, ready for audits.

Telemetry & Anomaly Detection

Integrated telemetry on agent activities, user interactions, and data access to detect anomalies and behavioural drift automatically.

TRiSM Framework Alignment

Align your discovery with Gartner's AI Trust, Risk, and Security Management (TRiSM) framework to ensure adversarial robustness and model explainability.

AI Risk Assessment

AI and agent risk assessment against industry regulations and custom assessments tailored to an enterprise AI governance standards.

Lifecycle Management

Maintain Agent and model lifecycle by automatically quarantining the use of inactive agents as per your AI governance policies.

EU AI Act Classification

Automatically tier agents into risk categories (Unacceptable, High, Limited, Minimal) as defined by the EU AI Act.

Ready to clear your AI Blindspot?

  • Know Your Data: Connect agents risk scoring to the sensitive PII and intellectual property discovered by our data classification engine.
  • Control Your Risk: AI and LLM guardrails based on telemetry discovery signals, real time enforcement via Microsoft Purview Security for AI integration.
  • Enable AI: Empower your AI Council with the data they need to move from "No" to "Yes, Safely."
Case Studies

Real-World Success Stories

Infotechtion

Financial Institution Strengthens Data Security Posture

How a leading financial institution leveraged Infotechtion to discover, classify and protect sensitive data across their enterprise.

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Infotechtion

UK Insurance Provider Powers AI Adoption with Infotechtion

How a leading UK insurance provider transformed their data governance to enable secure and compliant AI adoption.

Read Case Study