What Jottings measures

AI Data Readiness Score

This score is about the data your business already created. Not whether your team is ready to roll out AI tools.

How the score moves

Six things. We do not publish the weights. Your score changes as you improve these areas.

Operational History: How much real work has your company completed, and over how many years?
Workflow Quality: Are there repeatable processes representing economically meaningful work?
Decisions and Expertise: Do employees make meaningful judgments, approvals, corrections, or exceptions?
Outcomes: Can the work be connected to what happened afterward?
Documentation: Can someone understand how the work is supposed to happen?
Data Readiness: Can the underlying records be identified, accessed, and responsibly prepared?

Getting Started: Begin documenting important workflows.
Building: You have useful foundations but significant gaps remain.
Promising: Your company may have meaningful AI-data potential.
Preparing for Review: Strong signals. Continue preparing workflows and underlying records.
Buyer Review Ready: Your company may qualify for a Jottings human assessment.

The score represents readiness, not market value or buyer acceptance. A high score does not guarantee a license.

What is the AI Data Readiness Score?: A 0 to 100 score of how close your company is to having operational history worth evaluating for AI-data licensing. It tracks documentation, workflows, systems, decisions, and outcomes. It is not a valuation and not an offer.
How is this different from an AI readiness assessment?: Most AI readiness assessments ask whether your company can adopt AI tools. Jottings asks whether the work your business already did produced data that could be licensed. Same words. Different question.
What does Jottings evaluate?: Six things: operational history, workflow quality, decisions and expertise, outcomes, documentation, and whether the underlying records can be identified and prepared. We do not publish the weights.
Does a high score mean a buyer will license our data?: No. A high score means the company may qualify for a Jottings human assessment. It does not guarantee a license, a buyer, or a price.
How do I raise my score?: Map the repeatable work, write SOPs, identify where the records live, and connect decisions to what happened afterward. The SOP generator and the other free tools are built for that.

The score is readiness. The work to raise it is free.

Two minutes to see if it is even a conversation. For qualifying companies, we get paid when you do.