
Score - Simulate - Ship
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Call → Detect Failure → Reproduce Scenario → Fix Workflow/Prompt/API → Replay → Pass → Deploy → Monitor
S3 Assure: agents that get smarter every time a call goes wrong.
Every production call is scored, every failure becomes a permanent test, and every fix is verified before it reaches your customers again. S3 Assure is the quality layer built into every voice and chat agent S3 designs and manages for you. S3 Assure simulates your agent against hundreds of scenarios before launch, then scores every production call on 64+ audio-native metrics, so you catch what breaks, prove the fix in simulation, and ship with evidence.


Break it in staging, not in production.
Run your agent against hundreds of simulated callers (realistic personas, accents, background noise and edge cases) and get every conversation scored before a customer ever dials in.
Scenarios & personas
Hundreds of simulated callers (the angry one, the rambler, the interrupter) built from your real call types.
Load & health tests
Peak-volume concurrency and always-on health checks, so the agent that passed in staging survives launch day.
Red teaming
Adversarial callers that try to break it (prompt injection, jailbreaks, social engineering) so your agent holds policy under attack.
Regression testing
Rerun the whole suite on every change and diff it against your last green baseline, so fixing one caller never breaks another.
45 languages & accents
Native accents, code-switching and background noise, in every market your agent answers.
Run it in CI
Every prompt or model change runs the suite before it merges: quality gates for conversations, not just code.