Back to Solution BriefsEnterprise Audit & Compliance

AI agent observability — auditable, explainable, reportable

Trust Audit gives CIOs, CISOs, and Risk Officers the complete picture of what your AI agents have done, why they did it, and whether it meets your compliance obligations.

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90
Day PII retention with automated lifecycle management
5+
Compliance frameworks with out-of-box reporting
100%
Immutable — every record hash-chained and signed
What You Get

The audit trail your board, auditors, and regulators will ask for

Not logs — structured, explainable, exportable records of every decision your agents made.

🔗
Hash-chained, tamper-proof records
Every execution appended to an immutable ledger. No record can be altered after the fact — cryptographically enforced.
💡
Decision explainability built in
Every approve, block, or escalate decision includes the specific validation failures, confidence breakdown, and risk factors that caused it.
📄
Compliance reports exported on demand
SOC 2, HIPAA, GDPR, PCI, and SOX reports generated from your actual execution history — not a template, not an approximation.
🔍
Root-cause analysis on any failure
Drill into any blocked or escalated execution. See the exact input, output, validation scores, and policy rule that triggered the decision.
📊
Executive dashboards for leadership
CIO, CISO, and Risk Officer views with trend lines, risk distributions, block rates, and agent reliability scores — not raw logs.
⏱️
Automated data lifecycle management
90-day PII retention with automated purge cycles. Meets regulatory data minimization requirements without manual processes.
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Related solutions and resources

Trust Audit records and reports on decisions made by Trust Certify and Trust Runtime.

Solution
Trust Certify
Pre-production certification that generates the baseline record Trust Audit traces against — security, reliability, and compliance scores.
Explore Trust Certify →
Solution
Trust Runtime
Every runtime governance decision Trust Audit traces originates here — validate, score, assess risk, and decide before execution.
Explore Trust Runtime →
Reference Guide
AgentTrust Edge — SDK & API Reference
Full audit API, export formats, retention configuration, and hash-chain verification documentation.
Open Reference Guide →
How It Works

The Trust Audit Platform

Six capabilities that transform raw execution data into the structured, explainable record enterprise teams need for governance, compliance, and accountability.

📜
Immutable Audit Ledger
Every execution appended to a PostgreSQL-backed audit store with hash-chain verification on Enterprise tier. Records include the full execution envelope: agent ID, framework, SDK version, input, output, all engine scores, and the final decision. Nothing is deleted — only purged by retention policy.
💡
Explainability Engine
Every decision — approve, block, escalate, or request_evidence — is accompanied by the specific validation failures, confidence breakdown by signal, risk tier reasoning, and the exact policy clause that triggered it. Built for regulators who need to understand why an agent acted as it did.
📁
Execution History
Complete execution timeline for every agent, queryable by time range, agent ID, decision outcome, risk tier, framework, or user. See reliability trends over time, identify agents with degrading performance, and surface patterns before they become incidents.
📋
Compliance Reporting
Generate structured compliance reports directly from your execution history for SOC 2, HIPAA, GDPR, PCI DSS, and SOX. Reports include evidence trails, decision counts, block rates, escalation logs, and data retention summaries — all mapped to specific control requirements.
🔬
Root-Cause Analysis
When an agent is blocked or escalated, drill into the complete execution record: exact input, raw output, each validation check result, confidence score by signal, risk score, and the specific policy rule triggered. Identify whether the failure was model behavior, tool misuse, or policy misconfiguration.
📊
Governance Dashboards
Purpose-built views for CIOs, CISOs, and Risk Officers. Track agent reliability trends, block rate by agent or framework, risk tier distributions, escalation queue status, and compliance posture — updated in real time from every execution Trust Runtime processes.
Who Uses Trust Audit

Built for the people responsible when something goes wrong

CIO
Chief Information Officer
  • Agent deployment status across all systems
  • Reliability trends by framework and model
  • Risk distribution across business functions
  • Certification status before new deployments
CISO
Chief Information Security Officer
  • Security scores from Trust Certify runs
  • Blocked execution logs with full context
  • Policy enforcement history and exceptions
  • Prompt injection and jailbreak attempt records
Risk Officer
Enterprise Risk Officer
  • Risk tier breakdown by agent and time period
  • Compliance report generation on demand
  • Evidence trails for regulatory inquiries
  • Escalation and human review queue metrics
Audit Platform Architecture

Every execution becomes a structured, queryable record

Trust Audit receives data from every Trust Runtime decision and transforms it into governance-ready outputs.

TRUST RUNTIMEEvery ExecutionDecision + all scoresSTEP 1Audit LedgerImmutable · Hash-chainedCompliance ReportsSOC2 · HIPAA · GDPR · PCISTEP 2ExplainabilityDecision + evidence trailRoot-Cause AnalysisPer-execution drill-downSTEP 3Execution HistoryTrends · Queries · PatternsGOVERNANCEExecutive DashboardCIO · CISO · Risk OfficerEvidence TrailRegulatory-ready export
Figure 1 — Trust Audit platform: every Trust Runtime execution flows into an immutable audit ledger, then through explainability and execution history engines to produce compliance reports, root-cause analysis, evidence trails, and governance dashboards.
Compliance Coverage

Five compliance frameworks, out of the box

Reports generated from real execution data — not templates filled in manually.

SOC 2
Security, availability, and processing integrity evidence
HIPAA
PHI handling audit trails and access control records
GDPR
Data minimization, retention, and processing accountability
PCI DSS
Cardholder data environment agent governance records
SOX
Financial reporting control environment evidence trails
Additional Configuration
Enterprise Policy PacksCustom Retention PeriodsHash-Chain VerificationSigned Audit Export (JSON)Human Review QueueAlert Engine + WebhooksSSO / SAML
Regulated Industries

Audit records that stay inside your perimeter

Trust Audit runs fully inside your environment. Execution records, compliance reports, and evidence trails never leave your network. Deployed as Docker, Kubernetes, VM, or air-gapped — with a self-hosted control plane option for Enterprise customers who cannot use SaaS audit infrastructure.

🏦 Banking🏥 Healthcare🛡️ Insurance🏛️ Government💼 Financial Services⚖️ Legal & Compliance
Ready to Make Your AI Agents Auditable?

Every decision. Fully explainable. Fully defensible.

Start with Trust Audit and give your CISO, Risk Officers, and auditors what they'll ask for before they ask for it.

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Solution Briefs ↗

More from the platform

Explore the other products and deep-dive capability briefs that complete the AgentTrust OS trust layer.

The Three-Layer Trust Platform

Core Products

Capability Deep-Dives

What the platform eliminates

Adversarial Attack Defense

Stop Adversarial Prompts Before They Reach Your Agents

Two-layer semantic defense — confidence gate first, LLM judge second — catches adversarial payloads before any action executes, without relying on pattern lists that attackers already know how to evade.

Explore →
Deterministic Enforcement

Make Every Governance Decision Outside the Model

Four injection-proof, model-free deterministic gates evaluate every request before an LLM ever sees the payload — the decision is made and enforced entirely outside the model.

Explore →
Framing Attack Prevention

Defeat Framing Attacks That Keyword Filters Miss

Intent-based, pre-execution defense scores confidence first then runs semantic intent evaluation — catches framing attacks without keyword lists that attackers trivially bypass.

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Behavioral Intelligence

See Salami Campaigns Across the Full Conversation

Behavioral drift tracking compares each agent's history and fleet baselines across turns — salami campaign injections that look innocuous message-by-message become visible as a pattern.

Explore →
Architecture Hardening

Remove the Model from Your Enforcement Path

Deterministic-first architecture puts four gates in front of every request — the async LLM judge enriches the audit record after the fact, but it never touches the verdict.

Explore →