A selection of anonymised engagements. Client names withheld at their request; sectors, sizes, and numbers are real. Happy to put you in touch on a non-attributed call if you need references.
We deployed a private research worker and an inbox triage worker into a regional firm whose partners were drowning in prospective client email. The firm's data couldn't leave its network, so the stack runs on their own infrastructure — open-weight models, private RAG against their matter database. Fourteen weeks end to end.
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From email received to matter opened.
Across the four senior partners.
All inference on firm's own infrastructure.
Versus saved partner hours.
A London consultancy had £180k of live quotes sitting untouched in HubSpot. We deployed a lead follow-up worker trained on their three best-performing salespeople. It wrote fresh follow-ups, not template sequences, and booked meetings when signal was right. In the first 90 days: £94k closed from previously-dormant leads.
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Across quotes older than 45 days.
In first 90 days post go-live.
From the same pipeline.
£1,650/month, cancel anytime.
A chartered accountant with a dozen staff spent the first week of every month chasing clients for receipts and reconciling Xero imports. We deployed an admin assistant worker that now handles the chasing, filing, and categorisation prompts — surfacing only the judgement calls to a human. Close moved from 5 days to 3.
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Per month, every month.
Across 80 live clients.
Redirected to advisory work.
Versus saved labour.
A Manchester agency was missing its client publishing cadence because first drafts sat with senior strategists for days. We trained a content worker on four years of their best-performing writing and gave their junior team a drafting partner. Editors still own the final word — but the blank page is gone.
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From brief to shareable first draft.
Published pieces per week across clients.
After consistent publishing cadence returned.
£1,250/month, 2 voices trained.
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