Partnerships Partner Engagement Operational

Certification Rate

Certification Rate: Percentage of partners with current certifications.

Formula

Certification Rate = Certified partners / Active partners × 100

Computable definition

The canonical formula in the GASP formula grammar. The MCP server compiles it to SQL over the datasets listed below.

count_distinct(field.partner_id where field.certification_status = 'certified') / metric.total_active_partners

Unit: percent (the formula yields an unscaled ratio)

Data requirements

Grain: End-of-month snapshot · Frequency: Monthly · Aggregation: snapshot (month) · Staged: no · Main source: Partner Management.

Field	Dataset	Type
`certification_status`	partner	string
`partner_id`	partner	string
`partner_status`	partner	string
`snapshot_date`	partner	date

Example SQL (Postgres)

SELECT (CAST((SELECT COUNT(DISTINCT partner_id) FROM partner WHERE snapshot_date = :period_end AND certification_status = 'certified') AS DOUBLE PRECISION) / NULLIF(((SELECT COUNT(DISTINCT partner_id) FROM partner WHERE snapshot_date = :period_end AND partner_status = 'active')), 0)) AS certification_rate

From an agent: with the GASP MCP server, call lookup_metric({ "name": "Certification Rate" }) or generate_query({ "metric": "Certification Rate", "adapter": "<your adapter JSON>" }).

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