Build a cash dashboard around what one owner actually cares about

Traditional vs AI-native

The traditional way

1. Send the standard monthly package: P&L, balance sheet, maybe a cash flow statement.
2. Field the owner's real questions by phone: can I afford to hire, why is cash down if we made money.
3. Build a one-off spreadsheet to answer each question.
4. Rebuild or refresh it by hand next time they ask.

Where it hurts

• Owners don't read standard statements, so the firm's best work goes unseen.
• Custom reporting is too expensive to build per client, so almost nobody gets it.
• The firm answers the same question every month from scratch.

The AI-native way

1. 1You

   Interview the owner

   Ask what decisions they make about cash and what they check first. Write down their three to five questions in their words: 'Will I have enough for payroll on the 15th and 30th?' 'How many weeks of runway?' 'What can I safely distribute this quarter?'

2. 2You

   Specify the dashboard

   Turn the answers into a one-page brief: each question, the number that answers it, the accounts and rules behind it (for example, safe distribution equals cash minus two payrolls minus next quarter's estimate minus a reserve the owner chose), and how it should look.

3. 3AI

   Build it on the client's data

   An AI coding tool builds the dashboard from the brief, reading from the ledger's API or a scheduled export. It can be a spreadsheet, a simple web page, or a page in the firm's portal. Every figure is computed in code from named accounts, never typed in.

   Tools: Claude Code or another AI coding tool · QuickBooks Online or Xero API, or a scheduled export

4. 4You

   Verify every number and rule

   Tie each tile to the ledger for two or three past months, and read the logic behind every derived number. The owner will act on these figures, so the accountant's check is the product.

5. 5You

   Let the owner shape it

   Walk the owner through it and take their changes: a different reserve, a new question, a chart they want to see. Changes are a sentence to the coding tool plus your review.

6. 6Automation

   Refresh automatically

   The dashboard refreshes on a schedule from the closed books. A short monthly note from the accountant rides along with it: what changed and what to do about it.

What you need

• An owner with real cash decisions to make, and 30 minutes of their time
• A cloud ledger with API access or a reliable scheduled export
• An AI coding tool, and someone at the firm comfortable directing it
• A place to host the result that keeps client data private (a shared spreadsheet, or a client portal page behind a login)
• Monthly closed books, so the dashboard shows real numbers

The stack

Named tools are examples, not endorsements. Check any tool against your own data rules first.

Copy the prompt

Build a one-page cash dashboard for a single business owner. Data comes from the attached monthly trial balance export (13 months) and the payroll schedule. Every number must be computed from named accounts. Show the formula behind each tile on hover.

Tiles, in this order:
1. Cash today: sum of accounts 1000 Operating and 1010 Savings.
2. Next two payrolls covered? Cash today minus the next two payroll totals from the payroll schedule. Green if positive, red if not.
3. Weeks of runway: cash today divided by average weekly cash outflow over the last 13 weeks.
4. Safe to distribute this quarter: cash today minus two payrolls minus next estimated tax payment (from the schedule) minus the owner's reserve of $40,000. Never show a negative number; show $0 and why.
5. Chart: month-end cash, last 13 months.

Rules:
- If an account is missing from the export, show "data missing" on that tile. Do not estimate.
- Include a "last updated" date from the export.
- Include a test that recomputes every tile from the sample export and compares to expected values I will provide.

Example

Fictional data.

"Am I going to be short for payroll?"
"How long could we go if a big customer paid late?"
"What can I take out this quarter without worrying?"

Cash today                        $212,480   (as of Sept 12)
Next two payrolls covered          Yes, $118,300 left after both
Weeks of runway                    9.4 weeks
Safe to distribute this quarter    $31,900   (after two payrolls, the Sept 15 estimate, and your $40,000 reserve)
Month-end cash, 13 months          [chart]

Accountant's note: Cash is down from July because the new van was paid in cash.
Runway is fine. We'd hold distributions until the Henderson receivable comes in.

Guardrails

• The accountant verifies every tile against the ledger before the owner sees it, and again after any change to the logic.
• Derived numbers like safe to distribute are advice. Write the rule down, show it on the dashboard, and make sure the owner understands the assumptions.
• Host it somewhere private. Client financial data should not be on a public page, and the build tool should work under an enterprise data agreement.

What can go wrong

How to prove it worked

Where this goes

Every client gets an interface built around their business, not a standard package. The same pattern extends to client-facing agents that answer the owner's questions from accountant-approved numbers, with the accountant setting the rules and the owner shaping what they see.

Demo

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