Onboarding Efficiency Metrics Efficiency

Onboardings per Resource

Onboardings per Resource: Number of onboardings handled per implementation resource.

Formula

Onboardings per Resource = Completed onboardings / Implementation headcount

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.onboarding_id where in_period(field.onboarding_completion_date)) / count_distinct(field.resource_id where in_period(field.onboarding_completion_date))

Unit: ratio

Data requirements

Grain: Per event · Frequency: Per onboarding · Aggregation: event · Staged: no · Main source: CS Platform.

Field	Dataset	Type
`onboarding_completion_date`	onboarding	date
`onboarding_id`	onboarding	string
`resource_id`	onboarding	string
`snapshot_date`	onboarding	date

Example SQL (Postgres)

SELECT (CAST((SELECT COUNT(DISTINCT onboarding_id) FROM onboarding WHERE snapshot_date = :period_end AND (onboarding_completion_date >= :period_start AND onboarding_completion_date <= :period_end)) AS DOUBLE PRECISION) / NULLIF((SELECT COUNT(DISTINCT resource_id) FROM onboarding WHERE snapshot_date = :period_end AND (onboarding_completion_date >= :period_start AND onboarding_completion_date <= :period_end)), 0)) AS onboardings_per_resource

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

What It Tells You

Team capacity and efficiency.

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