Category: FP&A Playbook
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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 KPI Dashboard That Actually Gets Read: 8 Metrics, One Page
TL;DR: Eight metrics on one page, refreshed weekly, with sparkline plus variance to plan plus variance to prior period. That is the dashboard people actually read. Everything else is decoration. If your dashboard has 30 metrics, it has zero readers. The reason most finance dashboards fail is not the tool.…
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Scenario Planning for Operating CFOs: Base, Upside, Downside Without the Theater
TL;DR: Skip the 4-quadrant strategy-consulting scenario deck. Run three scenarios (base 60 percent, upside 20 percent, downside 20 percent), sensitize 3 to 5 variables that actually move the P&L, put them on one page, and update after every quarter close. Sponsors and boards use this. They do not use 40-tab…
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Rolling Forecasts vs Annual Budgets: When to Switch and How to Actually Do It
TL;DR: Rolling forecasts win when your business changes faster than the calendar year. They lose when nothing material has changed in six months and your team is already stretched. Below is what to actually build, when to switch, and the three things that kill rolling forecasts in year one. Most…
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The FP&A Budget Cycle: What Actually Ships vs What Gets Cut
How real CFOs run an annual budget cycle. What survives, what gets cut, and the LLM prompts that shorten it from 3 months to 3 weeks.
The Pragmatic CFO 