Best AI Governance Software in 2026 · page 2

Parsias

trail

Draftt for AI Governance

Web platform that inventories cloud AI use, enforces policies, and tracks model deprecations.

Monitaur

Provides governance and assurance for machine learning, including generative and agentic AI.

Yields

Web platform for model risk management and AI governance, with inventories, workflows, and monitoring.

Alterlayer

Web and self-hosted platform for AI inventories, reviews, evidence, and governance records.

Genyo Govern AI

Web platform for AI inventories, risk classes, and compliance mapping across EU rules.

Grasp

Workflow service that helps organizations automate selected work and measure results over eight weeks.

Modulos

Web and self-hosted platform for AI inventories, risk estimates, and compliance evidence across frameworks.

UNAIT

governr

Web service that discovers AI assets, scores risk, and monitors for changes and breaches.

Starkguard

Vallorix AI Governance

Web and self-hosted platform for AI inventories, framework mapping, control checks, and evidence.

VerifyWise

AI governance platform for risk, model inventories, vendors, policies, evidence, and audits.

AIGR

AI governance rating platform that tracks evidence, reviews, decisions, and reassessments.

Collibra

Connects data teams and offers a suite of catalog, privacy, quality, lineage, and AI governance tools.

Deeploy

GovernXis

Enterprise AI governance platform with discovery, risk assessments, controls, and monitoring.

Wahid AI

Web system for AI risk registers, compliance mapping, vendor oversight, and audit history.

Credo AI

IBM watsonx.governance

ValidMind AI Governance

Enzai

AI governance platform for inventories, approvals, monitoring, agent controls, and frameworks.

GovernIA

ModelOp Center

ModelOp Center is an enterprise platform for managing AI lifecycles and governance across machine learning, generative AI, agentic AI, and third-party systems.