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lab-notes

Lessons from building AI products for the automotive industry.

H HomeN NotesM Meet

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  1. Founder notesWhy Chadha Labs existsThe best automotive software gets built inside a real parts business, under real pressure, before anyone else is asked to use it.10.14.26 · 4 min
  2. CatalogYour catalog, not your storefront, is the bottleneckA better storefront can't sell a part your catalog can't describe correctly.10.09.26 · 5 min
  3. AgentsAgents that touch money need a human gateAutomate the work, not the decision, whenever the decision costs money.10.06.26 · 4 min
  1. 10.14.26Why Chadha Labs existsFounder notes4 min
  2. 10.12.26Rebuilding off no-code: what breaks firstPlaybooks5 min
  3. 10.09.26Your catalog, not your storefront, is the bottleneckCatalog5 min
  4. 10.06.26Agents that touch money need a human gateAgents4 min
  5. 10.02.26What EDI taught us about retailer rulesEDI5 min
  6. 09.05.26ACES and PIES Explained: The Data Standards Behind Every Auto Parts ListingCatalog9 min
  7. 08.30.26Building a B2B Auto Parts Portal: What Distributors and WDs Should Look ForEcommerce9 min
  8. 08.28.26How AI Is Changing Fitment and Catalog Management in the Auto Parts AftermarketFitment8 min
  9. 08.22.26EDI for Auto Parts Suppliers: 850, 856, and 810 Without the HeadacheEDI8 min
  10. 08.15.26Selling Auto Parts on eBay, Amazon and Walmart: Automating Fitment, Listings and OrdersEcommerce9 min