I am a solo founder building in AI B2B infra.
I am filing provisional patents on some core technical approaches so I can share more openly with early design partners and investors.
Curious from folks who have raised Pre-Seed/Seed or worked with early-stage companies:
- Do provisionals meaningfully help in fundraising or partnerships?
- Or were they mostly noise until later rounds / real traction?
I am trying to calibrate how much time/energy to put into IP vs just shipping + user traction at this stage.
Would love to hear real world experiences.
I decided early not to patent anything. Not because our technical approach isn't novel - we have some genuinely interesting pattern matching pipelines - but because the defensibility comes from accumulated domain knowledge that's almost impossible to replicate quickly. We've hand-built logic for 16 different VAT code classifications, edge cases in how platforms handle API fields differently, quirks in how bank statement descriptions vary across hundreds of merchants. None of that is patentable. All of it is incredibly hard to reproduce.
A competitor could read a patent filing and build a workaround in months. They can't shortcut two years of discovering that one accounting platform silently ignores a field that every other platform respects, or that merchant descriptions follow completely different patterns at different transaction amounts.
The practical concern with provisionals is the 12-month clock. If you file one, you've committed to either converting to a full patent (expensive, time-consuming) or letting it lapse. At pre-seed, that's a decision you're forcing on your future self at potentially the worst possible time.
If your "core technical approaches" are truly about AI model architecture, that's a different conversation - but if it's mostly about how you apply models to a specific domain, I'd argue your time is better spent going deeper into the domain than drafting patent claims.
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