The Ledger

Field notes on your numbers

Plain-English reads on turning messy business data into clean numbers you can actually make decisions from.

Decision-Grade Data

Your Shelves, Live

October 10, 2026 · 88 second watch
An 88 second look at a stock count that stays right. The sheet says 12, the shelf has 3. A phone in the back room fixes that, and the office sees the same number.
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AI and Automation

Game Over for Busywork

October 3, 2026 · 77 second watch
A 77 second arcade game about the back office. Bills pile up, one gets paid twice, customers who owe you get away, then month end shows up. Until a second player joins.
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Data Stories

Bitcoin at 18, Told with Data

September 27, 2026 · 1 minute watch
Nearly 18 years of Bitcoin in one minute. The real daily price, block count and coins mined, with twenty moments from the first block to today.
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AI and Automation

The Question Isn't What AI Can Do

September 26, 2026 · 85 second watch
An 85 second look at what AI can take off your plate, from data entry and audit checks to month end close and Monday reports. And who builds it.
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Decision-Grade Data

Your Dashboard Should Pass the 60-Second Test

September 19, 2026 · 1 min read
Most dashboards show numbers instead of answers. A good one tells you the story in under a minute, no matter who is reading it.
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Decision-Grade Data

It Was Data Before It Was a PDF

September 12, 2026 · 1 min read
Somebody in your office is retyping PDFs into Excel or the ERP. The hours add up, the typos cost more, and the whole job is a solved problem.
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Decision-Grade Data

Before the Storm: What to Back Up First

August 29, 2026 · 1 min read
Everybody down here has a plan for the house. Fewer have one for the business records. Here is the short list, and the one question that tells you whether you are actually covered.
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Decision-Grade Data

Which Part of Your Business Actually Makes Money?

August 22, 2026 · 2 min read
Most owners know what they sold. Far fewer know which product, location, or customer actually makes money, because that number lives across systems that don't talk to each other.
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Litigation Data Work

Deposition Prep, When the Evidence Is a Pile of Bank Statements

August 15, 2026 · 4 min read
A financial picture rarely arrives as a picture. It arrives as statements — several banks, hundreds of pages, no two formatted alike. What turning that into a case timeline actually looks like.
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Decision-Grade Data

5 Signs Your Numbers Are Guessing (What an Analyst Sees First)

August 1, 2026 · 4 min read
Numbers can look perfectly tidy and still be lying to you. Here are the five tells a cost analyst spots first — and what fuzzy data quietly costs your decisions.
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