Use cases
Concrete scenarios that show how Agent Stream’s capabilities combine to address real safety, cost, reliability, and governance challenges across your AI estate.
| Use case | What it covers |
|---|---|
| Shut down the OWASP top risks | Apply one auditable, fail-closed guardrail pipeline across every model and team to block prompt injection and redact or pseudonymise PII. |
| Stop teams eating the budget | Cap and attribute AI spend per member, team, and surface, with cost-spike alerts. |
| Reliability without effort | Keep a provider outage from breaking a feature with cross-provider failover, load balancing, and response caching. |
| Governed models in every editor | Roll AI coding assistants out to the whole organisation through corporate SSO, with entitled model menus and per-developer attribution. |
| Answer from corporate docs, safely | Ground answers on Microsoft 365 content under the user’s Entra ACLs, returning only the answer so documents never leave their boundary. |
| Prove what every model did | Produce a signed, hash-chained Verifiable Credential for every interaction, giving auditors and finance one tamper-evident trail. |
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