INDICATIVE PROTOTYPE · figures pending NUMBERS v2.2 sign-off · internal — not for external release
enleashed
product sandbox policy sandbox all
Plane A · certifierFairness
certificate
Scoping question

Can "this product is fair" become a portable, verifiable asset — not a claim a counterparty has to take on trust?

Logic & data

A product is scored against the shared fairness model: distribution, vulnerability, transparency, reproducibility, additivity. Anonymised, shadow-mode.

Interface

Configure a product, submit it, watch the checks run, and receive a signed, reproducible certificate with a verification hash.

Plane A · fairness certification

Submit a product. Get a signed verdict.

"Trust us, it's fair" doesn't clear due diligence. Configure a flexibility product, submit it to the sandbox, and watch it scored against the shared fairness model — distribution, vulnerability, transparency, reproducibility — then receive a certificate a partner or regulator can verify and reproduce. Fairness becomes a portable asset.

Configure the product

Product
Vulnerable bill-rise cap
Recycle revenue to low-income
Published methodology
Anonymised data only
flip the switches to see the grade change
The certificate appears here once the product passes scoring.
What this is: a reproducible fairness assessment run in shadow mode on anonymised data — a verifiable artifact, not a regulatory approval. The hash signs the exact product configuration & model version so any party can re-run and confirm the same result. Scoring weights are illustrative, pending NUMBERS v2.2 sign-off; aligned to FMAR-style asset registration and Ofgem fairness principles.