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 mask PII.
Stop teams eating the budget	Cap and attribute AI spend per member, team, and surface, with chargeback exports and cost-spike alerts.
Reliability without effort	Keep a provider outage from breaking a feature with cross-provider failover, load balancing, retries, 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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