Use Cases

Governance for every team and every industry

Igris governs every LLM call and MCP tool call at the proxy layer. See the scenarios that matter to your team or your sector.

6 use cases

Security Team & CISO Office

Give the CISO office one place to see every AI system, enforce policy on every LLM call, and walk into the boardroom with real numbers instead of estimates.

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6 use cases

Platform Engineering and DevOps

Replace eight API keys and zero oversight with one governed gateway: central credentials, per-team cost visibility, rate limits, and zero downtime provider migration.

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5 use cases

Engineering and AI Product Teams

Add enterprise AI governance to your existing SDK in minutes. PII redaction, MCP tool governance, and encrypted debugging, with no rewrite of your feature.

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6 use cases

Finance and FinOps

Answer the CFO's AI spend question from one dashboard. Set budget caps, attribute cost per team and client, and stop runaway agents before they hit the invoice.

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4 use cases

Legal and Risk Management

When a data subject request or breach arrives, retrieve the record instead of reconstructing a timeline. Every LLM call logged, timestamped, and ready for GDPR and the EU AI Act.

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3 use cases

Customer Success and Support

See how your AI support bot is really performing: accuracy, error rate, cost per ticket, and escalation alerts, all in your own dashboard, with no engineering dependency.

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6 use cases

Product Management

After you launch, actually see what the feature does: usage, error rate, cost per outcome, model quality guardrails, and safe upgrade testing, without an engineering rundown.

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