How do I try GMLP in Planisphere?

Open the Console to see sealed records and verify one yourself, read the Docs for the endpoints, or read the capability briefing for what the product does and does not claim.

GMLP.

GMLP is a process framework, not a pass/fail line: it names functions, categories and controls an organisation must operate. Planisphere binds each control to a measurement, so the evidence record shows the control is not just documented but exercised — distinctness · drift · coherence scored against the named subcategory.

Open the Console See how a record is checked

Reviewed 2026-07-08

01 ·

What this is.

Seventy-two regulatory cite-anchors, organized for evidence lookup and review

Use. Good Machine Learning Practice · 10 lifecycle principles.

Register. 09 · Compliance controls — one of the 17 registers of the PLANiSPHERE corpus library.

02 ·

See it work.

Evidence record you can check — not code you have to trust.

Planisphere measures your tool deployment against GMLP and seals the result into a signed, Merkle-rooted evidence record. The grade recomputes on your own hardware; the model state never crosses the boundary.

See the evidence spine →See how a record is checked

03 ·

Promise. compliance

The contract this mark binds — derived, not asserted.

Answers: How does Planisphere produce evidence for GMLP?

04 ·

Questions this answers.

1 high-intent question buyers search — each on its own page, each pinned to GMLP.

What are the 10 Good Machine Learning Practice (GMLP) principles? Read the answer →

05 ·

Where this framework's evidence lives.

Related marks, and the surface this one funnels to.

GMLP (Good Machine Learning Practice · 10 lifecycle principles) asks for an evidence record: GMLP is a process framework, not a pass/fail line: it names functions, categories and controls an organisation must operate. Read the related evidence spine product context at /evidence.