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When AI Financial Forecasts Are Wrong: A Skeptic’s Framework for Sanity-Checking
AI-generated forecasts fail in specific, predictable ways. I have watched three major vendor tools (Anaplan, Pigment, Mosaic) produce revenue forecasts that were within 3% of actuals for six consecutive months, and then miss the seventh by 22% on the same P&L line. Not because the tool broke. Because the input…
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Home Depot CFO Richard McPhail on the ‘Frozen’ Housing Market: The Aug 18, 2026 Earnings Read
Home Depot posted second quarter results before the bell on Tuesday, August 18. Revenue rose 5.7% to $47.86 billion, comparable sales climbed 1.7%, and adjusted earnings per share came in at $4.92 against a $4.73 Wall Street consensus. The company held its full year guidance: 2.5% to 4.5% sales growth…
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The 2026 AI CFO Benchmark
41% of 10-K filings mention AI in 2026 YTD, up from 32% in 2025. What finance operators actually use, what the vendor decks got wrong, and five 2027 predictions. Independent, unfunded, no vendor paid.
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Aon’s CFO Left on August 17 With ‘Immediate’ Effect. Read the 8-K, Not the Press Release.
Aon’s CFO exited effective immediately on August 17, with an Interim CFO from FP&A and reaffirmed 2026 guidance. Three phrases in the release tell you what the board is signaling.
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OpenAI Enterprise Crosses Consumer, Anthropic Preps an IPO: What This Week Means for Your AI Budget
OpenAI CFO Friar told investors on Aug 14 that enterprise revenue has crossed consumer. Anthropic CFO Rao is running early IPO meetings. The commercial floor for enterprise AI just moved up. What to do in the next two weeks.
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The Pragmatic CFO Reading Order: 30 Posts in 6 Tracks
Thirty posts, six tracks. The reading order for the site. Start with Track 1 if you want the Friday close ritual, work outward from there.
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The Board Deck AI Prompt That Cuts Prep From 8 Hours to 45 Minutes
Board decks are the most-time and least-fun deliverable in the CFO calendar. At the $180M SaaS company where I ran finance last year, I spent between 7 and 9 hours on the CFO-narrative sections of a monthly board pack. Not the analyst tables. Not the schedules. Just the narrative, the…
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Why Most CFOs Are Using AI Wrong (And What The Top 10% Do Differently)
KPMG’s 2026 Global AI in Finance survey found active use of AI in the finance function has more than doubled since 2024, rising to 75%. But adoption and outcomes are two different things. In my own working conversations with middle-market and PE-backed CFOs over the last 18 months, only about…
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How to Structure Your Chart of Accounts for AI-Powered FP&A
Half the FP&A pain I see in middle-market finance orgs traces back to a chart of accounts built for 2014, not 2026. In middle-market finance orgs I have worked with, the pattern is remarkably consistent: the companies with the most accurate forecasts run leaner charts, often less than half the…
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The Weekly AI-Audit Every Controller Should Run (10 Prompts + Templates)
I ran this weekly audit at a $180M SaaS business last quarter. It caught two revenue recognition errors that would have blown a Q3 covenant test, one duplicate vendor payment ($47,200 to a marketing agency we paid twice in 11 days), and a stock comp accrual that was $310,000 light…
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How CFOs Should Rationalize Software Spend in a PE-Backed Company
Do not just “cut SaaS.” Build the inventory, classify every app, and take down 12-20 percent of spend without breaking anything. Template + classification matrix.
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How to Build a 13-Week Cash Flow Forecast for a PE-Backed Company
The operational 13-week cash flow. Data sources, ownership per line, the Monday ritual, and the 5 assumptions that break every forecast.
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The Pragmatic CFO 