Startup IP Strategy
Intellectual property strategy for startups building with AI. From AI-generated code ownership and contract IP clauses to IP assignment, open-source exposure, and trade secrets.
Your intellectual property is your startup's most valuable asset, and in the AI era, IP ownership has never been more complex. When your codebase is partially written by Claude Code, Cursor, or Copilot, who owns it? When your MSA assigns "deliverables" to a customer, does that include the AI-generated components? When your contractor uses AI tools, does your IP assignment clause still work?
These aren't hypothetical questions. They're questions I encounter in my own work building with AI tools, and they're questions every startup founder building in 2026 needs answers to. I help founders get the IP layer right: in their contracts, in their business structure, and in their product development process.
What I Cover
AI-Generated Code Ownership
Analyzing copyrightability of AI-assisted code, structuring IP assignment clauses for AI-era development, and advising on how to document human contribution to strengthen ownership claims.
IP Clauses in Commercial Contracts
Drafting and negotiating IP provisions in MSAs, SOWs, and licensing agreements. Properly distinguishing between pre-existing IP, customer-specific deliverables, and AI-generated outputs.
Derivative Works & Downstream Use
Analyzing derivative works risks when AI tools generate code based on training data. Structuring license grants that protect your core IP while giving customers the rights they need.
Contractor & Employee IP Assignment
Ensuring your IP assignment agreements actually capture AI-assisted work product. Many standard assignment clauses were written before AI tools existed and may have gaps.
Trade Secret Protection
Protecting proprietary models, prompts, training data, and source code through confidentiality provisions, NDAs, and internal access policies, so your most valuable know-how stays yours.
Open-Source IP Risk
Assessing copyleft license contamination risk when AI coding tools generate code similar to open-source repositories. Developing scanning and compliance strategies to protect your proprietary codebase.
Trademarks. Trademark clearance and filing are coordinated through a trusted specialist.
Simple pricing. No hourly billing.
Fractional GC covers ongoing IP work: contract IP clauses, IP assignments, and AI code ownership. A one-off IP assignment is quoted as a Custom Project after a free scoping call.
AI Exposure Audit
AI changed your exposure. Your Terms and Privacy Policy didn't. I'll show you where.
- Your Terms of Service and Privacy Policy, reviewed for AI-era gaps
- Plain-English margin comments on each gap
- A 30-minute call to walk through the findings
Full fee credited toward Fractional GC if you start within 30 days.
Book the AuditFractional General Counsel
Your ongoing General Counsel, embedded with your team and accountable for your whole legal surface. One flat monthly rate.
Pricing scales with company stage, product breadth, and engagement intensity.
- Unlimited work, no hourly billing
- Direct Slack, text, and phone access
- Quarterly scope reviews
- Cancel anytime
Typical work
- Contracts
- Terms of Service, MSAs, SOWs, NDAs, enterprise redlines
- Privacy and data
- Privacy Policies, DPAs, cookie and tracking compliance, GDPR, CCPA/CPRA
- AI
- EU AI Act, AI governance policies, AI output ownership
- IP
- IP assignment, open-source license exposure
If it sits between your product and your customers, it's covered.
Custom Project. Need a single focused project? IP assignments and focused drafting are quoted after a free scoping call. Let's talk
Why IP Strategy Matters for AI-Era Startups
Investors care about IP. During due diligence, they'll ask: does the company own its core technology? Are there clean IP assignment agreements with every contributor? Are there open-source contamination risks? If the codebase was built with AI tools, is the IP actually protectable?
Customers care about IP too. Enterprise buyers want assurance that you have the right to license what you're selling and that using your product won't expose them to third-party IP claims. If your contracts are vague on AI-generated components, sophisticated buyers will push back, or walk.
Getting IP right from the start is dramatically easier than fixing it later. Retroactive IP assignments are messy. Renegotiating customer contracts after the fact is painful. And discovering an open-source contamination issue after you've shipped to hundreds of customers is a nightmare. I help founders build the IP foundation right the first time.
Related Resources
Frequently Asked Questions
Do I own code written by AI tools like Claude Code or Cursor?
It's nuanced. Purely AI-generated works may not be copyrightable under US law, but most AI-assisted code involves substantial human direction that likely qualifies. The more critical issue is contractual: your tool's terms, your customer contracts, and your IP assignments all need to address AI-assisted work. Getting the contractual layer right matters more than the unsettled case law.
What IP protection does a startup need?
At minimum: clear IP ownership in every contract, trademark protection for your brand, and trade secret protections for proprietary technology. If you're building with AI tools, also address AI output ownership in contracts and assess open-source license risks. For most early-stage startups, contractual IP and trademarks are the highest priorities. Trademark clearance and filing are coordinated through a trusted specialist.
How do IP clauses in MSAs affect my startup?
They determine who owns what. Poorly drafted clauses can assign your core technology to a customer, grant overly broad licenses, or fail to account for AI-generated components. These clauses must distinguish between pre-existing IP, customer deliverables, and AI outputs. Getting this wrong affects valuation, fundraising, and operations.
When should a startup register a trademark?
As soon as you are offering your product or service for sale to the public. Trademark registration requires use in commerce. Once you are selling or advertising under your mark, file promptly. Registration takes 8-12 months, gives you nationwide priority, and lets you prevent copycats. A clearance search before filing helps avoid investing in a name that's already taken. Trademark clearance and filing are coordinated through a trusted specialist.
How much does it cost to assign IP from my personal name to my LLC?
At Hoag Law.ai, founder-to-LLC IP assignment is handled as a Custom Project, flat-quoted after a free scoping call. Covers code, designs, domains, and other IP transferred from your personal name to the company. The quote scales with complexity (prior contractor or design-agency assignment chains, multi-founder or prior-employer overlap, AI-code open-source cleanup). Essential before co-founders, contractors, or fundraising. Clean ownership from day one.
Need IP strategy guidance?
Whether you're figuring out AI code ownership, tightening your contract IP clauses, or cleaning up IP assignments, let's protect what you've built.
Schedule a Consultation