Your experts earn their rate. The admin around them shouldn't cost the same.

For the firms whose deliverable is a document: translation, ESG and CSRD reporting, recruitment deliverables. We automate the admin around the craft. Never the craft.

The questions you'd ask first

Clients already ask why they should pay us when ChatGPT is free. Doesn't working with you make that worse?

No, because nothing we build is client-facing craft. The honest version of this market: AI is why your prices are under pressure, and operational AI is how your margin survives it. When clients pay less per deliverable, the admin cost per deliverable decides whether the work still pays. That admin cost is the only thing we target.

What does an "AI project" do to a team that already feels threatened by AI?

That depends entirely on what the project touches. Ours touch the intake queue and the checklist, not anyone's profession. In the audit we put the boundary in writing: which steps are admin and candidates for automation, which steps are craft and stay human. Your team sees that line before anything is built.

Is AI going to replace the work itself?

Not here, and not by us. We do not touch the craft. We build the pipeline around it: intake, file prep, QA checklists, status mails. The craft stays with your people — that line doesn't move in anything we build. Your experts keep final say over everything that carries your name.

What this usually looks like

Genre-level sketch — our guess about firms like yours, not a claim about your firm. An order comes in. Someone does intake, prepares the files, assigns the expert, runs the QA checklist, writes the status mails. The same sequence, every order. The expert hours are healthy; the admin hours around them are the margin leak.

Our guess: your experts spend real hours per week on non-expert work. We're set up to build that pipeline layer — intake parsed, files prepped, checklists pre-filled, status drafts queued for a human to send — so the hours your clients actually pay for are the hours your team works.

The free launch audit

While launch slots last, workflow audits are free in exchange for honest written feedback. One 30-minute call. Your three best AI opportunities, ranked, in writing — with the admin/craft boundary named explicitly for each one. No system access, no preparation.