Agentic Data Steward

Startup Idea Notice:
This idea is in its early stage and has not been developed yet. It’s ready to be picked up, refined, and turned into a real product or service.

This startup provides a platform that helps enterprises manage and govern their “shadow AI” – AI tools and models being used by employees without official IT approval or oversight. The platform uses agentic AI to automatically discover, classify, and assess the risks associated with these unauthorized AI tools. It then provides tools for IT departments to set policies, monitor usage, and either approve, block, or integrate these tools into the official enterprise AI ecosystem. This addresses the growing problem of shadow AI, ensuring compliance, security, and efficient use of AI resources.

Potentional Customers

Large Enterprises with significant employee adoption of AI tools, IT and Security Departments responsible for AI governance and risk management

Revenue Channels

SaaS Subscription (tiered based on number of users or data volume), Professional Services (for initial setup, policy development, and custom integrations)

Generated at

2025-11-03 08:11:32

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