AI-NATIVE

ShardSecure MCP

Identity-aware data redaction and least-privilege context enrichment for safe AI inference.

Secure Context for AI — Without Exposing Raw Data

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.

  • Zero raw data exposure to AI models
  • Identity-aware redaction & policy enforcement
  • Minimum-level data retrieval
MCP Secure Gateway Architecture

How the ShardSecure MCP Works

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

Traditional vs Secure Workflow

Traditional vs Secure AI data workflow

Core Capabilities

Policy Enforcement Point

Enforces identity-aware, least-privilege policies that control exactly what data may be retrieved for each AI prompt.

Strong Auth & Authorization

Integrates with Auth0, Okta, Ping, Keycloak, ForgeRock and more. Built-in IdP also available.

Identity-Aware Redaction

Dynamically redacts or masks data based on the requesting user or agent identity and policy.

Minimal Data Retrieval

Uses rich object-level metadata to return only authorized data — never full documents.

Flexible Deployment

Available as Docker containers or OVA virtual appliance for on-premises or cloud.

Expanding Integrations

Native support for AWS S3 and Microsoft SharePoint, with more storage sources on the roadmap.

Key Benefits

01

Least-Privilege Data Exposure

Only need-to-know data are shared. Prevents leakage of PII, PHI, and proprietary information.

02

Zero Trust Architecture

Policies are enforced dynamically with full auditability. Raw data never leaves the protected platform.

03

Enhanced Compliance

Minimizes risk under GDPR, HIPAA, and other regulations by limiting unnecessary data transfer.

04

Superior AI Performance

Higher-quality, relevant context leads to more accurate and useful model outputs.

Ready to secure your AI data pipeline?

Request a demo or no-cost evaluation of the ShardSecure MCP.