AI Reliability Sprint · Legaltech: Make your legaltech AI safe enough to launch.

We fix what your Review found, put guardrails around your legaltech AI, and test it on missing authorities, conflicting clauses and privilege boundaries.

  • $4,500 sprint
  • About 10 business days
  • After a Topiax Review

Legaltech focus: Help that cites its sources, with clear human review

Legaltech release readiness

Decision: conditional

  • Eval suite
  • Failure handling
  • Guardrails
  • Recovery path

Representative preview · your record is built from your own app

For legaltech teams

What the Sprint tests for legaltech teams.

Legal teams need faster document and knowledge work without unsupported citations, leaked matter data, or unreviewed advice reaching clients.

Where it applies

Research, intake, document, or matter-assist features with an approved set of sources.

What the tests use

  • Versioned precedent and matter documents
  • Retrieval and generation traces
  • Human review, escalation, and matter audit process

What must pass

  • Citations are supported by the approved sources
  • Conflicting or missing authority triggers review
  • Matter, client, and privilege boundaries are tested

What it does not cover

The Sprint is not legal advice, professional-standards certification, or a guarantee of correctness. It tests the app against the rules you supply.

See the full AI Reliability Sprint scope and price

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 legaltech teams?

For legaltech teams, the Sprint fixes what your Review found and tests the AI on missing authorities, conflicting clauses, outdated documents, unclear questions, and requests that need professional judgment. A trustworthy feature shows its uncertainty and sends the right cases to a lawyer.

What should legaltech teams check before launch?

Before launch, check three things: citations are supported by the approved sources; conflicting or missing authority triggers review; and matter, client, and privilege boundaries are tested.

What does the AI Reliability Sprint not cover for legaltech teams?

The Sprint is not legal advice, professional-standards certification, or a guarantee of correctness. It tests the app against the rules you supply.

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 legaltech teams, the test cases usually start from versioned precedent and matter documents.

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