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Application Intelligence

Application Intelligence

A guide for teams running applications under deadline: read every application on arrival, score it against your rubric with citations, and decide fairly — live in days.

Contents

Read on arrival

Every application scored against your rubric and cited the moment it lands.

Blind, calibrated review

Identity masked, reviewer outliers flagged — bias designed out of the default path.

The five-stage spine

Intake, rubric, AI read, calibration, and a defensible, auditable decision.

Past the decision

Year-one, -two, and -three follow-up — where the program actually pays off.

What this eBook is about

From Application Management to Application Intelligence is a practical guide for teams running applications under deadline. It shows how application management — a built-in workflow plus a reviewer matrix — gave way to application intelligence: every application read against your rubric the moment it arrives, scored and cited, with the ranking updating live.

Who should read it

Anyone whose decision is deadline-driven and contested: grant, scholarship, and fellowship program managers, review-committee leads, and accelerator or awards teams — where every yes is a no to someone else and the rationale has to be defensible to a board, an auditor, and the applicants.

What’s inside

  • Why the application-management era ended, and what review intelligence replaces it with
  • The Carnegie Mellon Project Olympus story — an accelerator that launched in one week and decided in three
  • The five-stage spine applied stage by stage, from intake to a defensible decision
  • How blind, calibrated, citable review designs bias out of the default path

Why it matters

Launch a cycle in days rather than months, open the committee to a shortlist instead of a queue, and keep a record that carries past the decision into year-one, -two, and -three follow-up. Download the guide to see it in full.

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