Papers — ServiceMatch

A dark library scene: a stack of bound volumes whose spines are ServiceMatch whitepaper titles, an open book showing example decision records for source precedence and classification, and a ServiceMatch Library catalog card reading “Better data isn’t discovered. It’s decided.” Beneath the heading Papers — Whitepapers: long-form arguments on CMDB data quality and the discipline of governing the decisions that shape it.

Whitepaper · June 2026
The Decisions IRE Can't Make for You
CMDB data quality is a set of judgment calls. The industry agrees on how to enforce them — and has no answer for who makes them, or where they are written down.
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Whitepaper · July 2026
Approved to Deploy, Not Ready to Own
Sign-off proves an AI capability can author your CMDB. It says nothing about whether you can still own — or override — the decisions it makes once it is running. That second question is the one that matters, and most estates cannot answer it.
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Whitepaper · August 2026
Software as Executable Domain Knowledge
A mature codebase is the highest-fidelity representation of a domain an organization owns, and an AI model can reconstruct the theory inside it. Evidence from a system built on that premise — including a byte-exact parity result, and testimony from the model that does the reconstructing.
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Whitepaper · August 2026
Four Questions Hiding in Every CSDM Argument
Design order, implementation depth, attribution confidence, attribution scope — separate them and most CSDM arguments stop being arguments. This paper names the four questions, then rebuilds the service-model interview on top of them: questions generated from the model’s own gaps, answers checked against device evidence, the bar recorded in every run. The model is rendered as data throughout, so the argument can be checked on the page.
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