Publications
What we publish
This is where our consultants publish under the Transmute Data brand: notes on the tools, agents, and models the lab builds, consulting frameworks, market observations, and anonymized client deliverables.
Articles
By section
Infrastructure and frameworks
Notes on the infrastructure and frameworks Transmute Data owns, and how they work inside.
Nothing published yet.
Agents and models
Notes on our agents and our own language models.
Agentic Operation, in plain language
A short broadstrokes guide to Agentic Operation - seats, empty seats, operating tenets, and why a written manual beats a slide deck.
Agent anatomy for a healthcare workload ladder
A fictional health system's use cases mapped to the public evals that proxy them, seated on a nested hardware ladder. Demo numbers, derived from real evals, not measured.
Device-ladder eval figures
Detailed seating, radar, and cost-against-success plots for the Harborlight Health device-ladder demo. Demo numbers only, not measured.
Agent anatomy of a healthcare system: population, composite tasks and who burns the tokens
A fictional health system's agents as a population - roles by hardness, composite tasks as swimlanes, task and token shares, and the evals behind each. Demo only.
Open source
Our open-source contributions, with links to the code.
Nothing published yet.
Client work, anonymized
Client deliverables with client names and data removed.
Nothing published yet.
Agentic Operation, in plain language
A short broadstrokes guide to Agentic Operation - seats, empty seats, operating tenets, and why a written manual beats a slide deck.
Agent anatomy for a healthcare workload ladder
A fictional health system's use cases mapped to the public evals that proxy them, seated on a nested hardware ladder. Demo numbers, derived from real evals, not measured.
Device-ladder eval figures
Detailed seating, radar, and cost-against-success plots for the Harborlight Health device-ladder demo. Demo numbers only, not measured.
Agent anatomy of a healthcare system: population, composite tasks and who burns the tokens
A fictional health system's agents as a population - roles by hardness, composite tasks as swimlanes, task and token shares, and the evals behind each. Demo only.
Everything here is published by our consultants under the Transmute Data brand.
A 30-minute call, on one problem you name.
Shaun takes the call. You leave knowing whether someone on our team has solved that shape of problem before, and who.