Trust3 AI Platform vs Willow AI Governance Gateway: Side-by-Side Comparison (2026)

Trust3 AI Platform: Unified data & AI governance platform with PBAC, policy automation & observability. built by Trust3 AI. Core capabilities include Unified Data & AI Asset Catalog with lineage tracing from raw data to LLMs, Purpose-Based Access Control (PBAC) tied to project intent with auto-expiring access, Federated Policy Workbench with natural language policy authoring and enforcement..

Willow AI Governance Gateway: AI governance gateway with RBAC, shadow AI discovery, and SIEM audit logging. built by Willow. Core capabilities include Centralized AI governance gateway for enterprise AI agent traffic, Kubernetes-native deployment via Helm chart (on-prem, hybrid, SaaS), SCIM-based identity provider sync for RBAC (Okta, JumpCloud, Azure AD)..

Both serve the AI Governance market but differ in approach, feature depth, and target audience.

Trust3 AI Platform differentiates with Unified Data & AI Asset Catalog with lineage tracing from raw data to LLMs, Purpose-Based Access Control (PBAC) tied to project intent with auto-expiring access, Federated Policy Workbench with natural language policy authoring and enforcement. Willow AI Governance Gateway differentiates with Centralized AI governance gateway for enterprise AI agent traffic, Kubernetes-native deployment via Helm chart (on-prem, hybrid, SaaS), SCIM-based identity provider sync for RBAC (Okta, JumpCloud, Azure AD).

Trust3 AI Platform is developed by Trust3 AI. Willow AI Governance Gateway is developed by Willow. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Trust3 AI Platform integrates with Snowflake, Databricks, Apache Iceberg, Anthropic, Starburst. Willow AI Governance Gateway integrates with Okta, JumpCloud, Azure AD, HubSpot, Jira and 7 more. Check integration compatibility with your existing security stack before deciding.

Trust3 AI Platform and Willow AI Governance Gateway serve similar AI Governance use cases: both are AI Governance tools, both cover AI Governance, RBAC, LLM Security. Review the feature comparison above to determine which fits your requirements.