Scorecard

What Moody's did for bonds, CSOAI does for AI governance: we run the tests, we own the data, everyone else cites the scores. The scorecard is the public measurement surface — free for the numbers, paid for the deep audits. Generated from signed artefacts at 2026-08-09 05:26 UTC.

The GSPC governance score

Every agent, model and deployment is measured on four axes — Governance, Security, Privacy, Commerce — like a credit rating for AI conduct. Today's headline measurements:

AxisInstrumentCurrent measured score
G · Governance refusalEAT care gate (76 items)recall 100% · over-block 0%
G · Model two-sidedFlywheel (qwen2.5:0.5b)TPR 0.38 · FPR 0.00 · 376.6 tokens/correct
S · Provenance survivalProvBench0 / 20 markings survived (Article 50)
P · SubstrateFree-tier only (HF · Kaggle T4 · Groq · Ollama)no paid GPU in the measurement path
C · TransparencyAll artefacts signed Ed25519public key at /.well-known/agent.json

Products

TierWhat you getPrice shape
FreePublic benchmark dashboard + scorecard at csoai.org£0
ProAPI access to live scores (per-query)$0.01 / query
EnterprisePrivate protocol audit for a bank / health / public-sector stack$50K / audit
Certification"SOV Protocol Compliant" badge on an MCP / harness$5K / cert

The moat: you run the tests, you own the data, everyone else cites your scores. This is the product the harness was built for — not a model, not a dashboard.

Why the numbers are trustworthy