Use cases

How firms use their AI teammates.

Client-facing, from the first week. Pick the kind of firm you run.

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Ten small studio buildings in an arc, each with the same small pink machine at its door.
By kind of firm

Ten kinds of firm. One shape of work.

Every page is one example. No two firms of a kind run the same way, and what you build for your clients and your market is yours alone.

A machine fanning small coloured cards into five trays, a gauge dial on its side.

Marketing agencies

Campaign reporting and content, per client, in their channel.

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A machine on the fourth of five steps, a flag on the top step, a large speech bubble facing it.

SEO & AEO agencies

Rankings, citations and content, tracked per client.

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A conveyor of envelope tiles, each sealed differently, entering a machine with a single stamp arm.

GTM & outbound agencies

Lists, personal outreach and pipeline, per client.

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A machine with a hopper of tiles sorting into three trays, a small calendar block beside the tall tray.

Recruiting & staffing firms

Shortlists, scheduling and search updates, per client.

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A machine on a plinth between a stack of coins and a ledger tile on an easel, a stamp about to land.

Financial advisors & fractional CFOs

Meeting prep, monthly packs and follow-ups, per client.

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A machine with a large horn, message bubbles arcing out of it into a collecting tray.

PR & communications agencies

Coverage, pitches and the weekly recap, per client.

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A ticker tape of small blocks running from a reel into a machine, one summary tile coming out the other side.

Software agencies & dev shops

Status, sprint recaps and triage, per client.

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A shop shelf of small boxes and bottles with one empty slot capped orange, and a machine beside it with a gauge pointing at the gap.

E-commerce agencies

Store health, campaigns and the weekly report, per brand.

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A funnel on a stand with capsules at three levels, a machine sweeping stray capsules toward its mouth.

RevOps consultancies

CRM hygiene, forecasts and the weekly pipeline review, per client.

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A meeting table under an opaque dome, a document tile on an easel, a machine at the table's end, two blocks outside the rim.

Consultancies & advisory firms

Engagement prep, recaps and deliverables, per client.

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Product

What every one of them runs on.

Three sealed domes, each with a small pink machine inside, fed by chutes from a reception counter where message pills wait.

Client-facing

In your client's channel, under your brand.

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A press correcting the groove on a playbook tile, four finished tiles riding out with the same corrected groove.

Self-improvement

It learns from your interactions and improves itself.

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A machine with a large clock dial and a conveyor carrying identical tiles out to five trays, one per client.

Routines

Work on a schedule, in every client's channel.

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From the notesStop calling it a factory.Read the note

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