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MechaPal

Evidence-grounded assistance

Answers are useful only when teams can inspect the evidence.

Create research and review assistants that plan the question, search authorised sources, cite the relevant passages, expose uncertainty, and preserve human decision-making.

Compliance RAG system design

Designed for high-accountability work

  • Citations at the point of use

    Connect claims to exact source passages, versions, and document context so reviewers can verify efficiently.

  • Controlled source boundaries

    Search only approved collections and apply identity, matter, geography, or policy access rules.

  • Reviewable reasoning workflow

    Record queries, sources, intermediate steps, confidence, feedback, and final human decisions where appropriate.

Discuss a project

Delivery path

Build trust into retrieval and review

  1. 01

    Define allowed sources, jurisdictions, users, and non-delegable decisions.

  2. 02

    Create representative questions and evidence-based evaluation sets.

  3. 03

    Design retrieval, citations, uncertainty, refusal, and review flow.

  4. 04

    Monitor source freshness, answer quality, usage, and reviewer feedback.

FAQ

Questions teams ask

Does this replace legal or compliance professionals?

No. It is designed to accelerate research and review while keeping accountable professionals in control of decisions.

Can answers be limited by user or matter?

Yes. Retrieval and tool access can respect identity, role, matter, region, policy, and document-level permissions.

Contact

What would make Compliance RAG work in your environment?

Share the workflow, data, constraints, and intended outcome. We will propose a next step that can genuinely test the opportunity.

Discuss a project