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Knowledge work

Research Brief Synthesis:
plan the implementation.

Help analysts develop a defensible starting point for review.

DISCOVERY

Answer the questions
that shape the build.

What question is being answered? Which sources are authoritative for it? Where does the evidence remain uncertain?

Do not invent citations or imply that a source supports a stronger claim than it makes. Respect source access and reuse rights.

We use these answers to agree on integration boundaries, responsible reviewers, access controls and a definition of done. The proposal identifies dependencies and what is included before implementation begins.

FIRST IMPLEMENTATION

Prove the useful part.
Then expand deliberately.

Pilot a bounded question and verify every material claim against its cited source.

Measure the result

Measure unsupported conclusions, citation errors, omitted disagreement and reviewer effort.

Prepare for everyday operation

Save the accepted brief with source links and a clear statement of scope.

Document the owner, support path and recovery procedure. Define how the workflow behaves when information is incomplete, access fails or a reviewer declines the proposed result. Agree on what needs fresh validation after a model or integration change.

CHOOSE THE RIGHT SUPPORT

Build it. Build with us.
Or have us manage it.

The workflow stays centered on your business. The engagement determines who learns, implements and operates it.

DIY

Your team owns the build.

Start with AI workflow training and the Factory Line source package. Workshop support is available when you need feedback.

Explore the $2,500 package ↗
DFY

We manage the foundation.

Include all the learning and guidance, with ownership of agreed operations and major implementation decisions.

Explore managed delivery ↗
START WITH YOUR WORK

Where is your team
doing too much by hand?

Bring a process, a bottleneck, or an idea. We'll help you decide what to automate, what to keep under human review, and where to begin.