AI that runs your workflows, not just demos.

We design, build and operate agents, retrieval systems and automations for teams that need them working every day. One workflow first, measured against how you do it today.

4 case studies4 servicesRelay Labs

Latest workNo. 01blog2025

RAG the simple explanation

Retrieval-Augmented Generation (RAG) is like giving an AI an open-book exam instead of making it memorize everything in advance.

R.A.G

AutomationEvaluation
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More recent work

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EvaluationAsher & Vale2025

Precedent

A research assistant that searches twenty years of the firm's own matters and cites the exact passage behind each answer.

Every answer cites its source clause

AutomationLedgerwise2026

Invoice Intelligence

A document pipeline that turns supplier invoices in any layout into validated ledger entries.

Month-end close cut from 3 days to 4 hours

Earlier projects

Every case study, numbered, newest first.

Full index

What we build

How we work
  1. 01

    Agent development

    Agents that use your tools and data to finish multi-step tasks, with human review where it matters.

  2. 02

    Retrieval & knowledge systems

    Search and question answering over your documents, with sources cited in every answer.

  3. 03

    Workflow automation

    Replace copy-paste work between inboxes, spreadsheets and internal systems.

  4. 04

    Evaluation & reliability

    Test suites, monitoring and regression checks so model changes do not break production.

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