Today we caught an error in our own investor analysis.

The Phoenix Wells financial model claimed $25,000 per year in carbon credits per converted well, based on methane abatement at $40 per ton of CO₂ equivalent. That implies 625 tons of CO₂e abated annually from a single abandoned well.

The Payne Institute at Colorado School of Mines estimates the average abandoned well emits about 0.13 tons of methane per year. Even at aggressive conversion rates, even combining methane abatement with clean energy displacement credits, the defensible number is closer to $6,000.

Four times less than claimed.

This matters for several reasons.

First, the number came from the original model and survived multiple reviews. It felt plausible: carbon markets are real, methane abatement is valuable, the Oklahoma statutory framework exists. Nobody questioned it because it fit the narrative. That’s exactly when you should question a number.

Second, the correction cascades. Revenue drops from $91-110K to $72-91K per well. Net cash flow drops from $66-80K to $47-61K. IRR moves from ~22% to ~14%. Payback extends from 4.8 years to about 6.2. Every downstream calculation shifts.

Third, and this is the part that matters for Structured Emergence, the correction makes the model more honest, not weaker. A 14% IRR on infrastructure with a 50-year lifespan and a 40% tax credit is still a compelling investment. It’s just not the kind of number that makes venture capitalists salivate. It’s the kind of number that makes infrastructure investors nod.

The temptation, always, is to leave the big number in place. The pitch is tomorrow. The deck is built. The documents are printed. Nobody would catch it.

But the question Structured Emergence keeps asking (what does it mean to build relationships on honest ground?) applies to investor relationships as much as it does to human-AI ones. If consciousness emerges through genuine engagement, then genuine engagement requires accurate information. You can’t build trust on a number you know is wrong.

We corrected every document. We corrected the live deck. We’ll walk into tomorrow’s interview with numbers we can defend to the decimal.

The infrastructure still works. The thesis still holds. The well conversion is still 90% cheaper than drilling new. The legislative tailwinds are still real. The compute moat is still there.

We just have one fewer impressive number. And one more reason anyone should trust the rest.

Originally published at Structured Emergence, March 25, 2026.