AI Tools

The £86K Discovery Prompt — Find Hidden Money in Your Business

4 July 2026 · 7 min read

You Already Have the Data. You Just Can't See It.

Every Monday morning, Sarah opens four tabs.

Sage for the numbers. BreatheHR for the staff. Nourish for the care visits. A Google Sheet she built two years ago that holds the whole week together — barely.

She spends four hours pulling data from each one. Cross-referencing. Guessing at the gaps. By midday she has something that looks like a picture of how the business is doing.

But it's not a picture. It's a collage. And the pieces don't quite fit.

She knows this. She's known it for months. But the business is running, clients are served, staff show up — so the four-hour Monday ritual continues.

Until someone asks the question she's never had time to ask.

Where is the money you're not seeing?


The Gut-Feel Trap

You run a good business. You know your clients. You know your team. You've got instincts that have kept you going for years.

But instinct can't tell you that £60,000 in invoices has been sitting unpaid for 90 days — because that number lives in Sage, and Sage doesn't talk to the spreadsheet you actually check every Monday.

Instinct can't connect last month's staffing gaps to this month's drop in service quality — because HR data and operational data have never been in the same room.

Instinct can't flag that your compliance exposure just changed — because the pattern only shows up when you look across a full month of monitoring data. Nobody does that manually.

So the business runs. Revenue comes in. You make decisions on feel.

Therefore the signals sit there. Quietly. In systems that are full of data and empty of connection.

That's not a failure of leadership. That's a systems problem dressed up as business-as-usual.


What Happened When Someone Finally Connected the Dots

A UK care agency — we'll call them Bluebell — ran exactly this way for years. Four systems. Four separate views. No connection between them.

Then someone mapped what was actually in each system. Not the software features — the data. What was being captured, what was falling between the cracks, and what would surface if you connected them.

Three things jumped out immediately.

First: £60,000 in receivables had been sitting at 90 days. Hidden inside Sage. No alert, no flag, no weekly check. The money was owed. It just wasn't being chased — because nobody could see it in the context of everything else.

Second: the CEO was spending four hours every Monday morning manually compiling a report from four different tools. At her day rate, that's £12,000 a year in leadership time — spent on admin that a connected system does automatically.

Third: compliance risks were buried in the care monitoring data. Patterns — missed visits, late calls — that only show up when you look across a full month. CQC regulatory exposure that nobody was tracking week to week. Valued conservatively: £14,400 in risk reduction.

What was foundWhere it was hidingAnnual value
Receivables sitting unpaid at 90 days — recovered once flagged weeklySage£60,000
CEO time spent on manual Monday reporting — at her day rate, every yearSpreadsheets£12,000
Compliance risk — missed visits and late calls carrying CQC exposureCare monitoring CSV£14,400
Total recoverable value£86,400

Three numbers. From their own systems. Not a projection — built from data they already had.

None of it was hidden. It just had nowhere to go.


You Can Run This Discovery Yourself. Right Now.

You don't need a consultant to start this process. You don't need technical skills. You need three minutes and a free tool.

Open claude.ai. Paste the prompt below. Fill in your own details.

I run a [YOUR BUSINESS TYPE] in [LOCATION], UK.

Business Profile:
- [X] staff
- Approximately [X] clients
- [Regulated by: CQC / FCA / SRA / None]

Current Systems:
- [SYSTEM 1] for [PURPOSE]
  (e.g. SAGE for accounting: invoicing, payroll, and P&L reporting)
- [SYSTEM 2] for [PURPOSE]
  (e.g. BreatheHR for HR: staff records, absence, training dates)
- [SYSTEM 3] for [PURPOSE]
  (e.g. NOURISH for operations: care visits, client records, incidents)
- [SYSTEM 4] for [PURPOSE]
  (e.g. Google Sheets for reporting: manual weekly reports, KPI tracking)

Please analyse my business operations and produce:

1. A data discovery and dashboard strategy — what data exists in each
   system and what's being missed between them

2. A gap analysis — what connections between systems would surface
   hidden value (revenue leaks, compliance risks, operational blind spots)

3. A priority matrix — which connections to build first based on
   estimated recoverable value, with conservative annual estimates

For each finding, note:
- Which system(s) the data sits in
- Why it's not currently visible
- What connecting it would reveal
- A conservative annual value estimate where applicable

That's it.

Fill in your systems. Hit enter. Read what comes back.

Most businesses have three to five blind spots they've never noticed — because each system only shows its own slice. The prompt surfaces what falls between them.


What Happens Next Depends on What You Want

The prompt gives you the map. Getting from the map to a live connected system — that's a different conversation. And there are three honest routes.

Route 1: Bring someone in

Here's the thing the discovery changes: you walk into that conversation knowing exactly what you need. You're not paying someone to figure out your business. You're paying them to build something you've already mapped.

That changes the brief completely. And it changes the price.

Route 2: Build it yourself with n8n or Make

Visual automation tools. Drag and drop. Free to start. If you've got a few weekends and you're comfortable learning a new platform, this is how a lot of small businesses build their first connected workflow.

n8n.io is open source. make.com is cloud-based. Both let you connect systems without writing code.

Route 3: Claude Code

More powerful. Writes the scripts that pull data directly from your systems. When the connections get technical — APIs, database queries, scheduled exports — this is the path. Steeper learning curve, but if you're curious, worth exploring.

The discovery work you've done — the mapping, the prompt, the gaps you've now seen — that makes every route better, whichever one you choose.


If You Want Someone to Do All of It

The discovery. The build. The dashboard in your hands.

That's what I do.

I'm Manny — finance background, 15 years across Visa Europe, Cabinet Office, NHS. I now run Core AI Solutions, an AI consultancy for UK small businesses.

I work with a small number of businesses directly. It starts with a strategy call — I listen to how your business actually runs, and we figure out whether a connected system would make a real difference for you.

No pitch. No pressure. If it's not the right fit, I'll say so.

Book a call: coreaisolutions.co.uk

More about me: mannyamoah.com


The money was never missing. You just didn't have anywhere to look.