YakData
YakData Field Note 001 · AI Economics

Put a number on what the delay is costing.

Your AI project has been running for months. The cost is spread across people, allocation, and calendar time, so it is easy to underestimate. Put it in one place and see the burn clearly.

AI EconomicsDelivery RiskDecision Ownership
Use · no email needed

Your project

Burning right now

$33,333

every month, whether it ships or not

Annual run rate$400,000
Spent so far$300,000
Still to spend on your own estimate$200,000
Total cost at ship$500,000

If it slips one more quarter, add $100,000.

Watch · no email needed

The session

How a $13K-per-week engineer beats a $400K team.

Not because one person outworks four. Because the team is executing while the decisions are still open, and a decision nobody makes costs more than any of them.

Episode 001

If the video does not load here, open Episode 001 from the Episodes page.

01

Headcount is not the constraint

Adding people to a project with open decisions increases the number of assumptions in flight. It does not increase throughput.

02

The cost is duration, not rate

One person at a high weekly rate for six weeks is cheap against a team at a low weekly rate for eighteen months.

03

The output is a working system

You are not buying extra headcount. You are buying one accountable builder who closes the critical decisions, gets one complete version working end to end, and hands it to your team to own.

What the calculator can and cannot tell you.

Production implication

The calculator exposes delivery assumptions. It does not validate scope equivalence, quality, security, model behavior, rework, human review, or operating burden. Those have to be pressure-tested before a cost comparison is decision-grade.

Have a consequential AI decision in front of you?

Get clear on what is blocking the system and move it forward.

Bring the architecture, evaluation, economics, context, production-readiness, risk, or ownership question. YakData will get to the governing issue, show what evidence matters, and recommend the smallest next step that moves the work forward.

Discuss Your AI System Start With a Private Review Private Analysis Review: $2,500. Private Engagements: from $38,000.