Identity-aware data redaction and least-privilege context enrichment for safe AI inference.
As AI agents and large language models move into production, a new risk emerges: how enterprise data is retrieved and used at inference time.
The ShardSecure MCP (Model Context Protocol Secure Gateway) sits between authenticated AI agents/users and your protected data. It enforces least-privilege access at the data level and injects only the minimum authorized context into the model.
A clear, policy-driven path from prompt to enriched AI response — with zero raw data exposure.
STEP 1
User / Agent Prompt
STEP 2
MCP Query
STEP 3
Policy & Identity Check
STEP 4
Least-Privilege Retrieval
STEP 5
Context Injection → AI
Enforces identity-aware, least-privilege policies that control exactly what data may be retrieved for each AI prompt.
Integrates with Auth0, Okta, Ping, Keycloak, ForgeRock and more. Built-in IdP also available.
Dynamically redacts or masks data based on the requesting user or agent identity and policy.
Uses rich object-level metadata to return only authorized data — never full documents.
Available as Docker containers or OVA virtual appliance for on-premises or cloud.
Native support for AWS S3 and Microsoft SharePoint, with more storage sources on the roadmap.
Only need-to-know data are shared. Prevents leakage of PII, PHI, and proprietary information.
Policies are enforced dynamically with full auditability. Raw data never leaves the protected platform.
Minimizes risk under GDPR, HIPAA, and other regulations by limiting unnecessary data transfer.
Higher-quality, relevant context leads to more accurate and useful model outputs.
Request a demo or no-cost evaluation of the ShardSecure MCP.