The Aultrum Research Journal
The case for AI-native social care.
Field notes, short insights, and long-form papers on the Aultrum Layers — the six computable dimensions that turn care from a cost into a measurable, improvable discipline.
Layer Papers
Long-form work making each Aultrum Layer concrete.
Paper 01 — Layer One
Competence: The First Layer
Why verified skill — not years served — is the foundation a carer's record should stand on.
Paper 04 — Layer Four
Rapport: The Bond Layer
Continuity of relationship as a measurable care quality — and why matching on it matters.
Paper 05 — Peak
Recognition & Quality
How incentive architecture — gated by measured care quality — produces retention, quality, and purpose simultaneously.