Case studies

The work, worst-problems-first.

Ordered by weight, not by date — because knowing what matters most is most of the job.

Flagship

A conflict engine that catches 20 real catalog contradictions before a student ever feels them.

One idea, solved twice: software that lives inside the tools staff already use — so there's no new system to adopt, and no retraining to survive.

Secondary

A self-hosted analytics stack that turns fragmented source systems into one queryable picture — fully owned, no cloud required.

4,600+ interconnected nodes — the institution's policies, systems, screens, and processes rendered as one navigable map.

Also shipped

A guided residency-determination form that walks staff to a defensible answer, step by step.

A script collection that automates the recurring CRM data pulls the team used to run by hand.

SMS and automated voice calls built on Twilio, with the per-message and per-call cost modeled to the cent before launch.