How do I scope the GMLP audit?

Use the brass 'Prepare evidence for GMLP review' button. First evidence record within 21 days of access; re-runs in a single business day.

GMLP.

Prepare evidence for GMLP review

Buyer translation: this reference page maps the mark to a tool, system, control, deployment, or evidence question. Good Machine Learning Practice · 10 lifecycle principles · 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.

Reviewed 2026-07-02

01 ·

What this is.

Sixty-nine marks · cite-anchors for every regulatory regime Planisphere maps to · postmark idiom · single distinctive brass glyph per control · universal classifier · pSEO surface

Use. Good Machine Learning Practice · 10 lifecycle principles.

Source. gear · brass lifecycle teeth.

Register. 09 · Compliance controls — one of the ten 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.

Prepare an evidence brief →See how a record is checked

03 ·

Promise. compliance

The contract this mark binds — derived, not asserted.

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.

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. The AI evidence brief produces that record — see how it runs at /trust-packet.