AI Reliability Sprint · IT, Marketing & Sales Agencies: Make your agency AI safe enough to launch.
We fix what your Review found, put guardrails around your agency AI, and test it on each client's permissions, regressions and rollback.
- $4,500 sprint
- About 10 business days
- After a Topiax Review
IT, Marketing & Sales Agencies focus: Repeatable delivery without hidden risk in production
Agency release readiness
Decision: conditional
- Eval suite
- Failure handling
- Guardrails
- Recovery path
Representative preview · your record is built from your own app
What changes in the sprint
BeforeCritical and High findings sit in a report
AfterFixed for you, reviewed, then re-tested
BeforeNothing limits what your AI feature does
AfterGuardrails: limits on what the AI accepts, answers and spends
Before“It seems better after the prompt change.”
AfterAn eval suite: automated tests that re-check the AI on every change
Questions
Before you start.
What does the AI Reliability Sprint cover for agency teams?
For agencies, the Sprint fixes what the Review found in a client app and adds tests you can reuse across clients. You learn which behaviour is shared, which is client-specific, and how a regression is caught before an update ships.
What should agency teams check before launch?
Before launch, check three things: platform regressions are told apart from client-data problems; permission and retrieval limits are tested for each client; and rollback, escalation, and ownership after handover are defined.
What does the AI Reliability Sprint not cover for agency teams?
The Sprint covers one client app, not every client. A materially different client workflow still needs its own pass criteria and evidence.
What does the AI Reliability Sprint cost, and what does it need?
The AI Reliability Sprint costs $4,500, fixed, and takes about 10 business days. It needs a Topiax Launch Readiness Review from the last 60 days, because the Review's findings decide what gets fixed. Reliability Continuity afterwards is optional, at $1,500 per month.
Does the AI Reliability Sprint build LLM and RAG evaluation test sets?
Yes, the AI Reliability Sprint sets up an eval suite: automated tests that re-check the AI on every change. For agency teams, the test cases usually start from client-specific datasets and policies.