Alchemy Services
Demo · synthetic data
Accountancy · Problem → build → solution

The fees already in the practice, found daily.

How a growth engine gets built for an accountancy practice: the problem as the partners described it, the build replayed step by step, and the working result underneath — including the drafted outreach it produces. "Calder & Finch" and every client here are fictional; the workflow is the real one.

Stage 1 · Dissolve

The problem

As the partners described it
  • Proposals go out, then nothing.Fee quotes sit in sent-items with no follow-up system. Nobody knows how many are outstanding, or which are still warm.
  • Good clients quietly become compliance-only.The client whose turnover doubled still just gets year-end accounts — because nobody's looking for the advisory conversation.
  • Deadlines are treated as admin, not openings.Every approaching year-end and threshold is a legitimate reason to call. The practice chases records instead of opportunities.
Before: partner's "must chase" list, kept in a drawer
Bramley proposal — sent…when?£28.8k ??
Osier mgmt accts quotefollow up "next week"
Marlin — mention restructure??since 2024
Redgate records still not iny/e in 3 wks
Stages 2–3 · Separate & recombine

Watch the build

Recreated build sequence · real workflow, synthetic data
01 · Dissolve
Map the practice data
What the PM system already knows
02 · Separate
Define the signals
Quiet, dormant, due — in numbers
03 · Recombine
Score & draft
Ranked list + outreach written
04 · Perfect
Ship the morning scan
07:00 daily, to the partners
claude-code — calder-finch-engine replay
Stage 4 · Perfect

The result — this morning's scan

Click "Draft ready" to open the outreach
Recoverable fees found
£147k
across 38 opportunities
Quiet proposals
16
no decision in 30+ days
Compliance-only clients
13
no advisory in 18+ months
Deadline openings
9
in the next 60 days
OpportunityTypeValueSignal ageAction
Bramley Logistics LtdOpened the proposal twice last week — warm Quiet proposal · outsourced finance£28,800/yr32d
Marlin Marine ServicesTurnover up 40% in two years — outgrowing its structure Compliance-only · restructure openingest. £12,00026 mo
Redgate Interiors LtdRecords not in — the chase doubles as an advisory opener Deadline · year-end in 22 days£4,80022d to due
Drafted outreach · for partner review
Drafts are never sent automatically — a partner reviews, edits and sends. Synthetic example.