Use Cases

Secure multi-tenant inference platforms

If you're an AI infrastructure platform serving thousands of customers, guard isolates tenant traffic, prevents cross-contamination, and blocks platform-level attacks—proving isolation to enterprise buyers while scaling safely.

Problem

Serving thousands of customers means one exploit can affect many. Adversarial tenants craft prompts that attempt to leak other customers' data, exhaust shared resources, or exploit platform vulnerabilities that cascade across all users.

Enterprise buyers demand proof of tenant isolation before trusting their data to multi-tenant infrastructure. Without documented defense mechanisms, platforms cannot satisfy security questionnaires or win enterprise deals in regulated industries.

How Superagent solves it

Superagent guard enforces tenant isolation at the platform layer, analyzing every request for cross-tenant leakage, resource abuse, or platform-level attacks. Guard reasons about multi-tenancy security before execution, blocking threats that affect infrastructure stability. Available via API, SDKs, CLI, and web playground.

  • Isolates tenant traffic by analyzing requests for cross-contamination attempts or data leakage vectors.
  • Prevents one bad actor from affecting all customers through resource exhaustion or platform exploits.
  • Blocks platform-level attacks that target shared infrastructure, models, or control planes.
  • Proves tenant isolation through AI Trust Center with documented defense mappings to EU AI Act, ISO/IEC 42001, and NIST AI RMF for enterprise buyers.

Benefits

Scale safely by preventing one tenant from compromising platform stability or other customers.

Prove isolation to enterprise buyers with documented tenant separation and compliance mappings.

Prevent one bad actor from affecting all customers through unified platform-level protection.

Demonstrate regulatory transparency that differentiates your platform from competitors in enterprise sales.

Related Use Cases

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Stop Prompt Injections from User Inputs

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Secure AI Tool Integrations

Prevent destructive actions when agents interact with Slack, email, databases, and payment tools

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Ready to secure your multi-tenant platform?

Deploy guard to enforce tenant isolation and prove security to enterprise buyers at scale.