AI Reliability Sprint · Microfinance: Make your microfinance AI safe enough to launch.
We fix what your Review found, put guardrails around your microfinance AI, and test it on incomplete applications, mismatched records and API outages.
- $4,500 sprint
- About 10 business days
- After a Topiax Review
Microfinance focus: Loan decisions you can explain and review
Microfinance 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 microfinance teams?
For microfinance teams, the Sprint fixes what your Review found and tests the AI on hard cases: incomplete applications, mismatched records, poor scans, mixed languages, and outages. You see when it proceeds, asks a question, or stops for an officer.
What should microfinance teams check before launch?
Before launch, check three things: data extraction and record matching are measured for accuracy; policy answers are tested against current approved documents; and the app recovers safely when KYC, payment, or lending APIs fail.
What does the AI Reliability Sprint not cover for microfinance teams?
The Sprint does not replace credit governance, fair-lending review, or ongoing portfolio monitoring. It reduces the operational risks your Review found.
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 microfinance teams, the test cases usually start from anonymised past applications.