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Notes from inside the numbers.

Case studies and working notes on close, systems and FP&A — written for the people who have to answer for the numbers.

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Case studies and field notes.

Case study · B2B services, $18M revenue

The top rep ranked fourth once you counted the discounts

Gross margin had been flat for six quarters while revenue grew. A rep-level contribution model tying CRM data to the ledger found a 12% discount rate hiding inside the top performer's numbers — and an entire territory running below its cost of coverage. Result: 230 basis points in three quarters.

A slow close is almost never a software problem

Fifteen days to five, across eight legal entities. Why closes actually run long — manual matching, serial dependencies, reviewing everything instead of the exceptions — and the order in which to fix them.

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Restatement risk accumulates quietly, in three standards

ASC 606, 842 and 326 create consequences that are decided by people outside accounting — a negotiated term, an embedded lease, a receivable nobody reserved against. What a memo must contain, and why it has to be written first.

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Close for the auditor you have not met yet

From years on the audit side: what auditors actually test, why reconstructing support after the fact triples the cost, and why the discipline pays even if you are never audited.

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Business insight through accurate financials

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