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Antoni Pelka
Antoni Pelka
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AIStoriesAbout

Stories

Field notes from the work — case studies, findings, and expertise for the people who make the calls.

2 notes, newest first.

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Topic

  • Delivery velocity1
  • Systems architecture1

Industry

  • AEC / BIM1
  • Customer experience1
  • Fintech1
  • Insurance1
  • Platform engineering / cloud1
  1. Case studySystems architectureOctober 2026·4 min read

    Quotes in seconds: finding the right abstraction across multiple insurance providers

    How domain-driven design, a shared core model and one adapter per provider turned about 15 minutes of manual quote gathering into about 5 seconds, across roughly 30 specialty insurance verticals.

    • Insurance
    • Customer experience
    • Manual integrations
  2. 1 WK1-2 HR
    Case studyDelivery velocitySeptember 2026·3 min read

    Delivery, from weeks to hours

    When merge and production live in different calendars, even strong teams treat shipping as a project. The same delivery physics broke that habit in regulated fintech and specialized AEC/BIM software.

    • Fintech
    • Platform engineering / cloud
    • AEC / BIM
    • Slow releases
    • Delivery & Implementation
© 2026 Antoni Pelka. All rights reserved.

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