Al and Web3 founders move fast.Legal structures usually don't

AI and Web3 founders move fast. Legal structures usually don't.

That gap is where IP risk lives — and where most funding conversations get complicated.

Here's what we see: technically strong projects, real traction, serious investor interest. Then due diligence starts. And the IP picture is unclear.

What IP actually looks like in your sector:

1️⃣ AI startups 

Your training data, your model architecture, your proprietary outputs — all of these carry IP value. But who owns the data you trained on? Are your model weights protected? If contractors or researchers built the core — did they sign assignment agreements? These are the questions that slow rounds down.

2️⃣ Web3 projects 

Smart contract code is copyrightable. Your protocol name is trademarkable. NFT licensing terms define what buyers actually own — and most projects get this wrong. DAO structures often have no legal IP framework at all, which creates direct liability exposure for contributors and investors alike.

3️⃣ The investor reality: Emerging tech investors are getting smarter about IP. They know that a Web3 protocol without trademark protection can be forked and rebranded overnight. They know that an AI product built on legally ambiguous data is a liability, not an asset.

IP isn't a formality at the end of the fundraising process. It's part of the story you tell at the beginning.

At Name & Fame, we work specifically with AI and Web3 founders to build IP structures that hold up — before the investor meeting, not after. 🫠