AI Reliability Sprint · Fintech: Make your fintech AI safe enough to launch.
We fix what your Review found, put guardrails around your fintech AI, and test it on conflicting records, duplicate events and provider failures.
- $4,500 sprint
- About 10 business days
- After a Topiax Review
Fintech focus: Automation you can explain, around high-stakes financial work
Fintech 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 fintech teams?
For fintech teams, the Sprint fixes what your Review found and tests the AI on incomplete evidence, conflicting records, stale policies, duplicate events, provider failures and high-risk actions. It measures permissions, escalation and reconciliation, not only answer accuracy.
What should fintech teams check before launch?
Before launch, check three things: unsupported decisions are blocked or escalated; a retry cannot duplicate a transaction or case action; and unknown state is checked against the system of record before continuing.
What does the AI Reliability Sprint not cover for fintech teams?
The Sprint does not replace financial, legal, compliance, or model-risk review. Its guardrails support your governance.
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 fintech teams, the test cases usually start from anonymised past cases and policy documents.