Pluto vs Trust3 AI Platform: Side-by-Side Comparison (2026)

Pluto: AI workspace security platform for governing employee use of AI builder tools. built by Pluto. Core capabilities include Visibility into AI builder tool usage across the organization, Oversight and governance of AI workspace activity, Detection of shadow AI tool usage by employees..

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..

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

Pluto differentiates with Visibility into AI builder tool usage across the organization, Oversight and governance of AI workspace activity, Detection of shadow AI tool usage by employees. 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.

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

Pluto integrates with Lovable, Cursor, Claude Code, n8n, Replit and 9 more. Trust3 AI Platform integrates with Snowflake, Databricks, Apache Iceberg, Anthropic, Starburst. Check integration compatibility with your existing security stack before deciding.

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