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Live · MIT
ACA plan selection grounded in network and formulary truth. Matches doctors and prescriptions, ranks true annual cost, and grades the evidence behind every answer.
Network truth → total cost → graded evidence
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Selected healthcare work
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.
How we work
From ambiguity to a working system.
- 01
Frame
Define the buyer, decision, evidence, constraints, and what success must change.
- 02
Build
Prototype against the real workflow, then harden the useful parts into software.
- 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