AI Governance

The Problem

Your employees are sending prompts to GPT-4o, Claude 3.5 Sonnet, Gemini 1.5 Pro, and dozens of other LLMs every day — most without IT approval. Sensitive customer PII, proprietary source code, and regulated financial data travel to consumer LLM endpoints where your data-processing agreements do not apply. EU AI Act Article 9 requires documented risk management for high-risk AI use; Article 17 requires written quality-management procedures. GDPR Article 22 governs automated decision-making. SOC 2 AI Annex controls require continuous evidence collection. Without a governance proxy intercepting those 9+ LLM endpoints, every uncaptured interaction is a compliance gap your next audit will surface.

The traditional approach — a spreadsheet of approved tools and a monthly all-hands — leaves 100% of production LLM traffic ungoverned and generates zero audit-ready evidence.

The Solution

AI Governance deploys a policy engine that lets you define rules as code: who can use which AI tools, under what conditions, with what guardrails. The Truth Firewall acts as an LLM proxy supporting OpenAI, Anthropic, Google, and Microsoft Azure — all AI traffic routes through TruthVouch, enforcing your policies in real-time.

PII masking removes sensitive data before it reaches any LLM. Prompt injection detection blocks attacks before they execute. Every interaction is logged with a full audit trail across all 9+ monitored LLMs. Board-ready governance reports are typically generated in under 5 minutes. Integration requires a 3-line SDK change — most teams are live in approximately 30 minutes.

Policy Versioning & Lifecycle

Governance policies are authored as Rego (Open Policy Agent), giving your team a portable, testable, version-controllable policy language. Every policy update creates an immutable version snapshot — the full version history is retrievable at any time, making it possible to reconstruct exactly which policy was in force at any past point in time. Policies can be instantiated from templates; the source template version is tracked, so when the underlying template changes, all derived policies are flagged for review.

Two enforcement modes are available per policy: audit mode logs all violations without blocking traffic, enabling safe rollout and impact assessment; enforce mode blocks the offending request at the Truth Firewall before it reaches the LLM. Remediation playbooks can be attached to any policy as JSON step arrays — these are triggered automatically on violations, pre-defining the required response before an incident occurs so teams do not have to improvise under pressure. Note: per-policy review reminders are not yet automated; for obligation-level deadline tracking, use the compliance deadline reminder system.

Collaboration, Approvals & Alerts

Slack and Microsoft Teams are fully integrated via OAuth install and Azure Bot Service respectively. Governance violations, hallucination alerts, and compliance deadline reminders are routed as proactive notifications to the channels and users you configure — no polling required. Evidence submissions trigger a multi-stakeholder approval flow: DPO, CISO, and management reviewers each receive an LLM-generated verification summary and can approve or reject with notes, creating a documented sign-off chain for every evidence item.

Alert routing is also available via PagerDuty, Jira, Linear, and generic HTTP webhooks for teams that prefer existing incident management tooling. Compliance deadline reminders fire at 90, 60, 30, 14, 7, 3, and 1 day before each obligation due date — deliverable via in-app notification, email, webhook, or Slack. Governance violations and incidents are automatically pushed to ServiceNow or Jira via the GRC outbound sync, with bidirectional state tracking so resolution in either system is reflected in TruthVouch. Enterprise Sentinel tier adds SIEM integration: Splunk, Microsoft Sentinel, and syslog.

TruthVouch + Microsoft AGT: Coexistence, Not Competition

Microsoft AGT and TruthVouch solve different parts of the agentic AI risk surface. AGT is a runtime SDK that enforces tool-call policies in-process inside your agent code. TruthVouch is the SaaS control plane that consumes runtime evidence (from AGT or any other source), correlates it with output truth scoring, knowledge integrity, and policy posture, and produces the audit-grade evidence chain that your auditors, regulators, and board require.

Customers running AGT use TruthVouch on top of it; customers without AGT use TruthVouch’s own runtime SDK guards (faithfulness, claim verification, prompt quality) plus the same SaaS plane. Either way, the auditor sees one evidence vault, one control catalog, one chain of custody — which is what compliance frameworks require and no SDK alone can provide.

OWASP Agentic Top 10 Coverage

Of the 10 OWASP Agentic risks (2026 catalog), TruthVouch partially covers 7 and has adjacent coverage on 3 at the SaaS/audit layer — with four gap-closing plans targeting 5/10 Full by end of Q3 2026. We publish our full coverage audit with methodology and evidence cited per category. See our OWASP Agentic Coverage Audit for the detailed breakdown.

Why TruthVouch

An enterprise AI governance platform that combines policy-as-code with immutable version history, real-time enforcement with audit-grade evidence, multi-stakeholder collaboration workflows, and compliance tracking across 50+ AI regulations (EU AI Act, ISO 42001, NIST AI RMF, SOC 2 AI Annex) — all in a single deployment starting at $2,499/mo (Business). Policy versioning means your governance posture is auditable at any point in time, not just today. Slack and Teams integration brings governance alerts into the tools your team already uses. GDPR compliant and architecture designed for SOC 2 compliance with a 99.9% uptime SLA at Enterprise tier.