Selected healthcare work

We show the work—and the reasoning behind it.

Buyers should be able to see the problem, the design judgment, and the evidence—not just a polished surface.

Live · MIT (OPEN SOURCE)

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Insurance decisions, simplified.

Free to use. Find your Medicaid application or renewal route in all 50 states and D.C., check likely eligibility where supported, and compare Marketplace plans by estimated net premium, doctor networks, and medication coverage.

Verify doctors on supported employer plans and compare Medicare Part D formularies, including drug tiers and reported restrictions. Official sources, clear limits, and next steps to confirm coverage—no account required.

Find your coverage → compare your options → verify the details

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How we work

From ambiguity to a working system.

  1. 01

    Frame

    Define the buyer, decision, evidence, constraints, and what success must change.

  2. 02

    Build

    Prototype against the real workflow, then harden the useful parts into software.

  3. 03

    Validate

    Test trust, operational fit, and edge cases with the people who will use it.

Deterministic where certainty matters · provenance visible · human review preserved