FIELD NOTES

Analysis on the numbers that decide capital events.

Each note carries a model, a chart, or a dataset built for the piece. The recurring subjects are revenue quality, coverage and credit, fund economics, and what artificial intelligence is doing to the arithmetic underneath all three.

22 AUGUST 2026 · ECOSYSTEM FINANCE

Central Arkansas received about $350,000 in disclosed angel and seed capital in 2024.

A four-year strategy starts with corporate buyers, tracks what reaches a first check, and holds the larger funding campaign until the region has a public operating record.

02 AUGUST 2026 · REVENUE QUALITY

The median AI-native software company kept 40 percent of its prior-year recurring revenue in 2025.

Seven reproducible tests restate a reported ARR figure into collected recurring revenue and estimate the share that persists twelve months out. A worked example takes a $10.0M headline to $4.10M.

02 AUGUST 2026 · MODEL INTEGRITY

A number carried to sixteen decimal places was solved for, not chosen.

Three mechanical signatures separate an assumption someone selected from a figure reverse-engineered to make an output land on a target, and all three can be detected without opening the model.

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