Automation & Intelligence

AI Agents for Governance

Orchestrate intelligent agents that watch your data, track regulations, and drive end-to-end governance workflows – from data quality to regulatory reporting.

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Core Capabilities

Agent Building & Management
Design, configure, and test governance agents with guardrails.

Teams can define policies, prompts, and data scopes for each agent type.

Orchestrator & Operations
Centralised orchestration for multi-agent workflows.

Routing between agents (e.g., Data Quality, Discovery Agent → Certifier Agent → Access & Entitlement Agent), SLAs, and approvals.

Agent Performance
Monitor effectiveness, drift, and policy alignment.

Metrics like accuracy vs rules, exceptions raised, human overrides.

Governance Assistant Chatbot
AI assistant for analysts, stewards, and auditors.

Helps users query agents, explain decisions, and generate summaries.

AI Agent Roster

Specialized agents that work together to automate governance, compliance, and data management workflows.

Data Foundation Agents

Data Quality, Discovery Agent

Data Catalog

Continuously scans datasets for quality issues and anomalies.

Catalog Agent

Data Catalog

Manages and maintains the central data catalog with metadata and asset information.

Lineage Agent

Data Catalog

Maps data lineage and tracks schema changes across systems.

Quality Agent

Data Catalog

Monitors and validates data quality metrics and flags issues before they impact reports.

Profiling Agent

Data Catalog

Automatically profiles datasets to understand structure, patterns, and data characteristics.

External Data Agent

Data Catalog

Monitors third-party data sources for governance and compliance issues.

Semantic Agent

Data Catalog

Understands business meaning to connect terms, policies and data.

Policy & Regulatory Agents

Regulatory Classifier

Regulatory

Maps datasets to relevant regulations and policies in each region.

Policy Agent

Regulatory

Turns written policies into executable checks across systems.

Privacy Classifier

Regulatory

Classifies data assets based on privacy requirements and sensitivity levels.

Risk Scoring Agent

Regulatory

Calculates risk scores across assets, controls and processes.

Retention & Disposal Agent

Regulatory

Enforces data retention rules and manages disposal workflows.

Model Governance Agent

Regulatory

Tracks models, validations and approvals across the full lifecycle.

Independent Validation Agent

Regulatory

Provides second-line validation for high-risk assets and models.

Certification & Evidence Agents

Certifier Agent

Certification

Moves key assets from draft to fully certified and audit-ready.

Usage & Consumption Agent

Certification

Reveals who is using which certified assets across the business.

Operations & Experience Agents

Access & Entitlement Agent

Audit

Tracks who can see what and enforces least-privilege access.

Application Variable Classifier

Audit

Classifies application variables and maps them to data governance requirements.

Pipeline Agent

Audit

Monitors and manages data pipeline workflows for governance compliance.

Governance Assistant Chatbot

Audit

Answers governance questions and guides users through processes.

Key Features

Automated Workflows

Agents trigger each other and external systems based on policies and events.

Intelligent Decisioning

Agents apply rules + LLM reasoning to classify, route, and recommend next steps.

Continuous Learning (with Guardrails)

Agents improve from feedback, but always within governance constraints.

Governance Assistant

Chat-style assistant that can invoke agents, summarise outcomes, and explain decisions.

Automation Metrics
Measure automation effectiveness
Process Automation85%
of repetitive checks automated
Time Savings70%
faster policy & data approvals
Agent Accuracy98%
policy-aligned decisions
Cost Reduction60%
lower manual review effort

Key Use Cases

Data Quality Automation

Agents continuously scan critical datasets, flag issues, and open remediation tasks.

Data CatalogAutomation
Regulatory Classification & Mapping

Agents map assets and policies to regulations (GDPR, OCC, BCBS, etc.) and keep mappings up to date.

RegulatoryCompliance
Compliance Monitoring & Alerts

Agents monitor controls and evidence, raise exceptions, and notify owners when SLAs or thresholds are breached.

AuditMonitoring
AI-Assisted Investigations

Agents help analysts review issues, summarise history, and propose next steps.

AuditAI

Transform Governance with AI Automation

Automate up to 85% of governance processes and free teams to focus on high-risk decisions – not manual checks.

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