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Best AI Governance Software in 2026
AI governance software gives teams ways to keep AI systems, oversight rules, and risk reviews organized. Compared on AI system inventory, compliance frameworks, policy and controls, and risk assessments, the entries offer several angles for evaluating governance needs. Deployment options and listed integrations can help you consider how a product fits your environment, while free-plan availability and paid-from pricing add access and cost context. Prufer, Trusys AI, and Verisum are among the named options to compare. Look at which frameworks and controls matter to your work, and whether the available deployment and plan details align with your requirements.
- 56 apps
- Research read 24 Sept 2026
- How the order is worked out
- 1
CognitiveView
Free plan AndroidAPIiPhone+1Choose CognitiveView if your team needs AI inventory, risk assessment, framework mapping, and governance workflows in one platform.
- 2
ComplyLayer
Free plan APIExtensionWebComplyLayer combines AI inventory, risk classification, document generation, and stakeholder access.
- 3
AI Verify
Free plan APILinuxSelf-hosted+1AI Verify combines technical testing with process checks and reporting for traditional AI systems.
- 4
AIGovernr
Free plan WebAIGovernr brings AI-system records, governance planning, and evidence workflows into one cloud workspace.
- 5
Openlayer Guardrails
Free plan APISelf-hostedWebOpenlayer Guardrails combines live policy enforcement with decision records and several deployment choices. Basic has substantial project, log, and retention limits; Enterprise pricing is custom.
- 6
Trusys AI
Free plan APISelf-hostedWebTrusys AI brings agent evaluation, security testing, monitoring and enforcement into one platform, with cloud and self-hosted deployment options.
- 7
Prufer
Free plan APIWeb - 8
VerifyWise
Free plan APISelf-hostedWebVerifyWise brings AI inventory, risk, compliance, evaluation, and evidence features into one governance platform.
- 9
Verisum
Free plan APIWebVerisum groups AI governance, monitoring, and evidence tools into a single web and API service, with plans for different organizational needs.
- 10
AISigil
Free trial APIWebAISigil provides an AI inventory, framework libraries, evidence trails, reporting, and API access for compliance workflows.
- 11
Fairly AI
Free trial APISelf-hostedWebFairly AI focuses on governance controls, model monitoring, reporting and collaboration.
- 12
Govern365
Free trial APISelf-hostedWebGovern365 brings AI inventory, risk assessment, compliance tracking, and audit evidence into one service.
- 13
AIGIS
Paid APISelf-hostedWebAIGIS combines AI inventory, regulatory mapping, testing, evidence, reporting, and access controls for regulated deployments.
6.0 Visit site - 14
Collibra
Paid APIExtensionSelf-hosted+1Collibra brings cataloging, governance, quality monitoring and AI oversight into one product stack, with a self-hosted version available. Prospective buyers will need to request pricing and a demo.
- 15
Confir
Free trial WebConfir organizes EU AI Act classification, evidence, risk oversight, and governance in one cloud service.
- 16
AI Governance by Decube
Paid APISelf-hostedWebAI Governance by Decube combines AI inventory, risk scoring, policy controls, lineage, and audit evidence.
- 17
Gouverniq
Free trial WebGouverniq combines AI inventory, ownership tracking, risk mapping, and reporting in a web workspace.
- 18
Credo AI
Paid APISelf-hostedWebCredo AI brings inventory, risk management, policy workflows, evidence, and agent governance into one enterprise platform.
- 19
GOVERNBOX.ai
Free trial WebGOVERNBOX.ai combines AI inventories, governance documents, operational registers, and framework mapping in one web service.
- 20
Alterlayer
Paid Self-hostedWebAlterlayer brings inventory, review workflows, and evidence records into an enterprise AI governance platform.
- 21
Deeploy
Paid APISelf-hostedWebDeeploy combines AI inventory, governance frameworks, monitoring and deployment controls for organisations managing multiple AI systems.
- 22
Kanawai AI
Free trial WebKanawai AI combines AI inventory, cost attribution, and policy enforcement for organization-wide oversight.
- 23
Enzai
Paid APIWebEnzai brings AI inventory, governance workflows, agent controls, and framework mapping into one cloud platform.
- 24
Genyo Govern AI
Free trial WebConsider Genyo Govern AI if your financial organization needs a shared system register, regulatory mapping, documentation, and model monitoring.
- 25
Grasp
Paid MacWebWindowsChoose Grasp if your organization needs AI system inventory, risk assessments and governance controls across its listed frameworks.
#1Places #1, #2, #3, #4, #5 on this list can be bought by the makers of the software on it. See the price