~/talk

From Auto Parts Manufacturer to Productized Cloud Service at a Large Automotive Supplier

TalkinJapaneseat Regional Scrum Gathering Tokyo 2026 · 2026-01-07..01-09· [software-architecture]
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slides:none on file

A sub-10 person team inside a large auto-parts manufacturer built a smartphone-based safety product called yuriCargo that runs end-to-end from sales to operations and auto-detects driving events (hard braking/accel). Core detection algorithms failed in real-world trials, prompting a multi-year redesign that only stabilized after about five years; the project ran parallel customer pipelines using a sprinted “swimlane backlog” (70–80% focus per priority) and relied on an external BI tool that became a three-year technical debt. Recent work shows faster prototyping and validation of fixes using ChatGPT.

AI-written summary · about

  1. 0:00Introduction
  2. 3:36Product journey overview
  3. 4:20Customer support vs development
  4. 8:52Technology debt from rushed choices
  5. 11:41Core product flaws discovered
  6. 14:06Unstable customer interest
  7. 17:39Lessons and future improvements
  8. 19:05Conclusion and Q&A
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