Workflow examples

Proof starts where the work changes.

Each example shows a workflow, the loop around it, the proof, and the independence lesson. Tools are named as context, never as endorsements.

July 10, 2026

The Better Plane Lost: Build the Faster AI Workflow Loop

The F-86 Sabre did not win because it was the better aircraft on paper. It won inside a faster operating system. The same law applies to AI workflows: the model is replaceable, but the closed learning loop is the durable advantage.

Marketing, media, brand operations, and enterprise communications

86%

of media buyers expected to use generative AI for video ads

16 plus

tools already used by two thirds of teams

23%

of teams running AI agents in real production

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July 07, 2026

Tax AI: the workflow that improved itself

OpenAI, Thrive Holdings, and Crete's network of more than 30 accounting firms did not just add an AI tool. They built a workflow loop where practitioner corrections trained the system, and it improved every week.

Professional services, tax and accounting

7,000

complex returns processed across the network

one third

less preparation time per return

up to 97%

draft accuracy

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Example standard

No claim ships without a named source.

Each example names the workflow, not only the technology.
Each example shows metrics or clearly states what evidence is missing.
Each example separates tool context from tool endorsement.