What we can build / AI & documents

Production workflow agent.

An AI agent that completes one valuable workflow across the tools your team already uses — gathering context, drafting or updating records, asking for approval when judgment is required, and leaving a trace of every action. It is a bounded operating system for a job, not a chatbot attached to a database.

Who this is for

Teams with a repeatable, high-value workflow that crosses several systems and still depends on manual copying, follow-up, or coordination.

Commercial model

Scoped after discovery

Typical timeline

8–14 weeks

Commercial terms follow the diagnostic, so the number reflects the actual system rather than a generic package. Commitments stay staged; you never take the whole project on faith.

System anatomy / 06 components

What building it involves.

AI & documents
DEFINED DELIVERABLE Production workflow agent
  1. 01

    Workflow, tool, and failure-mode mapping

  2. 02

    Agent tools with explicit permissions and limits

  3. 03

    State, retries, and durable execution

  4. 04

    Human approval at consequential decisions

  5. 05

    Evaluation against representative work

  6. 06

    Action log, monitoring, and operating runbook

Defined scope8–14 weeksSenior review
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Every build starts with a short conversation and a scoped, fixed-price first stage.