WorkMatch · by SPG Research
Screening / WorkMatch Engine (SCR) · AI Assurance Portfolio

Better information, better matches.

Améliorer la qualité de l'information utilisée dans les décisions d'emploi.

Client-owned · Human-reviewed · Evidence-weighted · Consent-based · Explainable · Non-determinative

WorkMatch is a skills-first, evidence-weighted employment matching and retention-support engine for inclusive workforce development. It improves the quality of information used in employment decisions — it does not decide who gets hired. Built self-directed-first: a candidate can create value with no agency intermediary; agency support is an enhancement, not a dependency.

Place in the AI Assurance Portfolio

Each engine is its own independent build. Solid flows feed each other; the shared standard is the connective tissue (not shared code). WorkMatch is the Screening/WorkMatch Engine.

Human Assurance Networkintake · quote · pay · job lifecycle
Bilingual AI Assurancemethodology · scoring · report · statement
Relying partiesauditors · regulators · procurement
GreyMatter Enginepool · qualification · routing · tiers · integrity
WorkMatch / Screening (SCR)competency + integrity assessment · qualification
Seal & Verification Registryissuance · public verify · revocation
Shared standardsSeal Standard · 0–4 rubric · trust tiers · design system

WorkMatch feeds qualification results → GreyMatter, and evidence pointers → the Registry. It is bound by the shared standards (dotted connective tissue), not coupled to other engines' code. Open the full engine map →

Product logic map

One guided intake, many outputs. Consent & audit wrap every action; the tenant layer makes it multi-tenant, white-label and exportable.

WorkMatch product logic map

Non-negotiable guardrails

Enforced in the schema and as tests that fail the build — not just documented.

MCS build status

Full model, controlled depth. Twelve sprint runbooks; gates closed as tests.

SprintFocusGate(s)
0Foundations & contractsarchitecture + HX locked
1Trust Spine I — tenancy · RBAC · auditcross-tenant test
2Trust Spine II — auth · MFA · consent · assisted-editG1 · S2
3HX shell & operating modesHX enforced
4Guided intake & résumé parsingA1
5Skills PassportT1
6Document generationTAC-07
7Job Demand Profile & employer modesets up G2
8Match Confidence Brief (flagship)G2 A2 adv.
9Skills Development PlanSDP-08 separation
10Visibility & frictionTAC-09 · S3
11Harden → PilotG3 · S4 · A2

Portfolio interfaces & dependencies

How WorkMatch connects without coupling. Shared standards are honoured; outputs are non-determinative decision-support.

Produces

Qualification results → GreyMatter. Competency + integrity assessment outputs (evidence-weighted, human-reviewed), mapped to the shared trust rubric — never a hire/no-hire verdict.

Evidence pointers → Seal & Verification Registry. References (not personal data) that support a Seal/Statement; consent-gated.

Honours (shared standards)

0–4 rubric & trust tiers at the qualification interface; WorkMatch's OaSIS-aligned levels map to the portfolio rubric at the boundary.

Seal Standard for anything surfaced to relying parties. Design system (this palette) for visual coherence. Connective tissue, not shared code.

Documentation

The full governance, PRD, schema and build package lives in the repository. Key documents: