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White paper · November 2026

Innovation Through Deletion

Why healthcare AI is automating the wrong work, and the methodology for investment that compounds.

For anyone who builds, buys, pays for, invests in or regulates healthcare technology. Includes the four kinds of work, the five steps, the authority test, a prior authorization worked example, the return arithmetic and what ITD asks of each player.

Cite as: Hast, C. E. (2026). Innovation Through Deletion: Why Healthcare AI Is Automating the Wrong Work, and the Methodology for Investment That Compounds. Healthcare 3.0 Resources, LLC. doi:10.5281/zenodo.24122071

The winners of Healthcare 3.0 will build for load-bearing work, and measure the value of their AI by what it deletes.

The matrix

Free to share, with credit.

Use the ITD sorting matrix in talks, decks and posts. Please credit Claire E. Hast, H3R.Tech.

Load-bearing

Serves the outcome directly. This is the work that should exist.

Diagnosis, treatment decisions, paying a valid claim correctly

AUGMENT WITH AI

Unassigned

Real work nobody was given. It lands on whoever is closest.

Care coordination across settings, follow-up nobody owns

ASSIGN IT ON PURPOSE

Compensation

Covers for a failure upstream. Faster is not fixed.

Prior auth paperwork, appeals, re-keying data between systems

FIX UPSTREAM; KEEP THE CORE

Sediment

Exists because it exists. The reason is gone.

Reports no one reads, duplicate attestations

DELETE IT
The ITD sorting matrix. AI belongs in the load-bearing quadrant. The other three get fixed, assigned or deleted first.
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Analysis of healthcare AI through the ITD lens. No vendor content.

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