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Insights for
program operators.

From intake and AI scoring to cohort management and value creation.

CommunicationAutomationJun 10, 2026

The follow-up that sends itself

Cohort communication fails in the gaps: the welcome that goes out late, the reminder nobody sent, the demo-day prep that slips. Here is what changes when the follow-up is built into the pipeline.

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AlumniOperationsJun 10, 2026

The cohort that remembers the last one

Most programs reset to zero every batch: the rubric, the mentors, the alumni, the lessons. Here is what compounds when each cohort is built on the record of the one before it.

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IntakeOperationsJun 10, 2026

Replacing the twelve-tool intake stack

Most programs run intake on a dozen tools glued together with spreadsheets and goodwill. Here is what changes when questions, scorecards, applications, and decisions live in one pipeline.

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