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PointSav Digital Systems

Institutional small language model

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@@ -14,6 +14,13 @@ editor: pointsav-engineering
paired_with: service-slm.es.md
short_description: "service-slm is the language-model service of the PointSav family — a quantised, narrow Small Language Model that translates institutional intent into deterministic outputs and routes every AI inference call through the Doorman audit boundary."
cites: []
references:
  - id: 1
    text: "ISO/IEC 42001:2023 — Information technology — Artificial intelligence — Management system."
    url: "https://www.iso.org/standard/81230.html"
  - id: 2
    text: "Groeneveld, D. et al. 'OLMo: Accelerating the Science of Language Models.' arXiv:2402.00838, 2024."
    url: "https://arxiv.org/abs/2402.00838"
---

`service-slm` is the language-model service of the PointSav family. It is intentionally a Small Language Model — quantised, narrow, fast — rather than a frontier-scale model. Its job is not conversation. Its job is semantic translation: turning institutional intent (English commands, document content, taxonomy queries) into deterministic outputs (binary commands, `VALID`/`REJECT` decisions, Chart-of-Accounts socket assignments). It is invisible — there is no chat window, and the operator never types into `service-slm` directly. The surface above it presents a structured workflow; `service-slm` is the silent intermediary. This article covers the four operations, the three compute tiers, the Doorman audit boundary, and why a small model is a structural choice, not a cost compromise.
@@ -49,13 +56,13 @@ The Doorman is the audit-routing checkpoint between `service-slm` and the rest o

The Doorman exists for three reasons:

1. **Regulatory.** ISO/IEC 42001 (AI Management System) requires an immutable log of AI-assisted decisions.
1. **Regulatory.** ISO/IEC 42001 (AI Management System) [^1] requires an immutable log of AI-assisted decisions.
2. **Operational.** A self-healing system needs a corpus of its own past behaviour. The Doorman captures it.
3. **Sovereign.** No request reaches a third-party API without passing through a local boundary the operator controls.

## Model selection

The canonical local model is from the OLMo family (Apache 2.0 + Open Data Commons). Two profiles are available:
The canonical local model is from the OLMo family (Apache 2.0 + Open Data Commons) [^2]. Two profiles are available:

| Profile | Model | RAM target |
|---|---|---|
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