Use Cases

Defend inference APIs from unsafe traffic

If you're an AI infrastructure platform, guard sits at your API gateway, blocking unsafe inputs before they reach models—protecting all customers from abuse, jailbreaks, and resource attacks in multi-tenant environments.

Problem

Multi-tenant platforms face abuse from adversarial customers who test jailbreaks, resource exhaustion attacks, or malicious payloads. One customer's bad prompt can compromise platform stability, leak other tenants' data, or trigger costly model inference.

Traditional API rate limiting and input validation cannot detect semantic attacks that exploit model behavior. Without runtime protection, platforms expose all customers to risk from adversarial users who weaponize shared infrastructure.

How Superagent solves it

Superagent guard deploys at your API gateway, analyzing every inference request before it reaches models. Guard reasons about adversarial intent, resource abuse, and cross-tenant risk, blocking threats at the platform edge. Available via API, SDKs, CLI, and web playground.

  • Blocks jailbreak attempts, prompt injections, and adversarial inputs at the gateway before models execute.
  • Detects resource exhaustion attacks where users craft prompts to consume excessive compute or tokens.
  • Prevents cross-tenant data leakage by analyzing requests for tenant isolation violations.
  • Documents all threat prevention via AI Trust Center, proving platform security to enterprise buyers with mappings to EU AI Act, ISO/IEC 42001, and NIST AI RMF.

Benefits

Protect all customers from abuse incidents with unified defense at the platform layer.

Prove security to enterprise buyers with documented threat prevention and compliance mappings.

Reduce abuse incidents and support escalations from adversarial customer behavior.

Enable trust at scale by demonstrating platform-level protection to security-conscious buyers.

Related Use Cases

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Stop prompt injections, malicious tool calls, and data leaks before they reach customers

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Stop Prompt Injections from User Inputs

Detect and block jailbreaks before they override agent instructions or impersonate admins

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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 defend your inference platform?

Deploy guard at your API gateway to block unsafe traffic before it reaches your models or affects other tenants.