Case Studies

Case studies.

Problem narratives from the field — no client names, no internal tools.

  1. I

    The Illegal Comment Problem

    An end-to-end production AI system — discovery, staged classification, structured legal evaluation, and automated reporting — for enforcing German criminal law on social media at scale.

    • Published 2026-03
    • DE · StGB
    • 8 min
    Read
  2. II

    Shipping Civic Tech on a $30 Budget

    What changes when your entire production stack has to fit on a 4GB box, survive a public audit, and cost less than lunch.

    • Published 2026-04
    • EU · NGO
    • 6 min
    Read
  3. III

    Evidence That Holds

    Building artifact pipelines where every record has to be traceable, timestamped, and reviewable by someone who wasn't there.

    • Published 2026-04
    • DE · Evidentiary
    • 7 min
    Read