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AI agents for the document work every firm repeats — whatever your industry.

Educate, Build, Run — applied to the long-form, consistent-voice document work that doesn't fit a single vertical. If your team writes the same kinds of documents over and over, there's a workflow here.

This is one way in, not the whole list — we work in any industry where the workflow fits. Don't see yours? Book a scope call.

The workflows

Repeatable long-form drafting in house voice · research-with-citations · structured intake and routing · recurring report and correspondence generation. Any workflow where the shape repeats and the voice must stay consistent.

How Educate · Build · Run applies

Educate

Fluency to direct AI across the team.

Explore Educate →

Build

Your own agent on one named workflow — yours to keep.

Explore Build →

Run

Operated for you.

Explore Run →

Which one fits depends on where your problem sits — that’s what the matrix is for. See how it works →

Which way fits your firm

Which door depends on where you are. Educate when the gap is capability; Build when you can name the workflow and want to own it; Run when you want the outcome operated. Not sure your work fits a single vertical? Start here — we frame yours on a scope call.

Illustrative — a representative problem and how we'd approach it, not a past client engagement.

BuildAugmentationCross Industry

Worked example

An agent scoped to your single highest-repetition workflow, your people in the loop — so a repeatable drafting task comes off the team's plate.

View the worked example →

BuildAugmentationCross Industry

Worked example

An agent that clears the routine in a review queue and surfaces only the exceptions — so your expert's time goes to the calls that need judgement.

View the worked example →

More worked examples like this →

The outcome we’d target

The outcome we'd target: your people's time off the repetitive document tax and onto the judgement only they can do — every AI-assisted output reviewable and logged.

Context

Shaped to your sector's regulatory context · Privacy Act readiness · AU data residency · integrates with your existing tools via MCP.