CognitiveView is an AI governance platform for inventorying AI tools, assessing risk, and mapping systems to frameworks.
Best AI Governance Software 2026
Teams use AI governance software to catalog AI systems, evaluate risk, establish policies and controls, and align activities with compliance frameworks. These tools support governance across web apps, APIs, self-hosted deployments and selected mobile or desktop platforms.
Use the list to review no-cost plans, entry-level pricing, AI inventory, risk reviews, policy features, framework coverage, deployment choices and named integrations. Pricing may require a request, and trial terms differ by product.
ComplyLayer
ComplyLayer inventories AI tools and use cases, classifies risk, and generates governance and compliance documents.
WebBrowser extensionAPITrusys AI
Trusys AI governs and monitors AI systems with agent evaluation, red teaming, runtime observability, and policy enforcement.
WebAPISelf-hostedVerisum
Verisum provides AI governance tools for system registers, policy generation, drift monitoring, and incident logging.
WebAPIOpenlayer Guardrails
Openlayer Guardrails inspects live AI inputs and outputs for threats and can block, redact, or escalate violations.
WebAPISelf-hostedAIGovernr registers AI systems, maps governance requirements, and manages controls, evidence, risks, and approvals.
AI registry and governance platform for risk assessments, compliance tracking, evidence, reports and incidents.
Prufer suits teams that need to apply policies to AI agents and monitor their actions.
Web platform for AI inventories, compliance workflows, audit evidence, risk signals and data observability.
AI governance operations platform for inventory, classification, risk, controls, evidence, monitoring and reporting.
AI Verify is an open-source toolkit for testing AI-system fairness, explainability, and robustness.
Riskonnect links risk data and decisions with software for compliance, claims, resilience, and organizational risk.
AI governance platform that inventories systems, scores risk, applies guardrails and traces lineage.
Kanawai AI discovers organizational AI tools and tracks token use and cost across connected providers.
AI compliance platform that maps systems to obligations, tracks controls and gathers evidence.
Genyo Govern AI manages AI system governance, compliance, controls, and evidence for financial services firms.
Before you choose
Match the governance work
Start with the records you need to maintain. Inventory, risk evaluation, policy and control management, and framework alignment address separate areas of a governance program.
Review the listed integrations before choosing a tool. An integration may affect how the product fits your existing workflow.
Check deployment options
Web access is common across this category. Teams seeking programmatic access can choose API offerings, while self-hosted choices provide more control over the software’s location.
If your team works from a Mac, iPhone, iPad or Android device, confirm that the product lists the platform you need.
Read the pricing terms
A free plan can provide a way to start without a paid subscription. AI Verify, CognitiveView, ComplyLayer, Trusys AI, Verisum, Prufer, Openlayer Guardrails and AIGovernr each list free access.
Trial terms differ. ComplyLayer and Prufer list 14-day trials, while Kanawai AI lists a 30-day trial. Some products publish pricing on request.
Compare paid entry points
When a paid tier is published, compare the starting unit and billing period. Trusys AI shows paid plans beginning at $69 per user monthly, while Verisum starts at £129 per month.
Check whether the plan covers the governance functions and deployment option you need before comparing prices.