Operating inside uncertainty
The law is moving fast, but business moves faster. We provide defensible answers so you can deploy today without risking the enterprise tomorrow.
PRACTICE · AI LAW
AI Intellectual Property Strategy
The law defining generative outputs, training data, and model weights is unsettled, yet businesses must operate today. We do not wait for the courts to decide the boundaries of ownership; we engineer legal frameworks that protect proprietary inputs and secure defensible rights to outputs. Whether you are procuring enterprise API access or navigating the Copyright Office’s stringent human-authorship requirements, we draft the protections that keep your enterprise structurally sound.
- Discipline
- AI Law
- Engagement
- Per matter or retainer
- Counsel
- Christopher Moye
AI LAW
Operating inside uncertainty
The law is moving fast, but business moves faster.
Principles · 01
How we work.
Every engagement is composed against these commitments. They shape the agreements we draft, the protections we add, and the questions we ask before signing.
Fencing the data
If you do not explicitly protect your data in the vendor contract, you have surrendered it. We treat every API integration as an IP transaction.
Documenting intervention
Copyright favors the human. We structure the development workflows that prove to the Copyright Office exactly where the human began and the machine ended.
What we watch · 02
The considerations.
Where attention concentrates during the engagement — the structures, terms, and protections that decide whether the agreement holds when tested.
FOUNDERCTO
Model Procurement & Fencing
Negotiating enterprise AI vendor agreements that definitively quarantine proprietary data from public training sets and aggressively allocate IP infringement indemnities.
CREATORSTUDIO
AI Authorship & The Thaler Standard
Structuring internal development pipelines to document the precise human intervention required to secure copyright registration over AI-assisted outputs.
INNOVATORDATA OFFICER
Training Data Licensing & Ingestion
Conducting fair-use pipeline audits and structuring sophisticated data licensing agreements to insulate generative models from downstream infringement liability.
The work · 03
Four steps. One engagement.
Each step is concrete; each step has a deliverable. No magic, no vapor — just enforceable documents and considered counsel.
- 01
Diagnostic Assessment
We review your current AI deployments, vendor contracts, and development pipelines to map intellectual property exposure.
- 02
Structural Engineering
We draft the protective covenants, licensing terms, and usage policies required to insulate your proprietary inputs.
- 03
Registration Strategy
We structure the precise documentation workflows required to secure copyright for AI-assisted works under evolving federal standards.
- 04
Ongoing Defense
We monitor the shifting regulatory landscape and aggressively enforce your IP rights against unauthorized model training.
Where this connects · 02
Disciplines often used here.
This practice area sits inside one primary discipline and touches others. Each card describes the cross-discipline connection in concrete terms.
Primary discipline
AI Law
Primary discipline. Operating inside legal uncertainty — not waiting for clarity.
Read the disciplineConnects to
Real and Intellectual Property
AI authorship and ownership doctrine, training-data infringement (Bartz), USPTO inventorship guidance for AI-assisted inventions, trade-secret strategy for fine-tuned weights.
Read the disciplineSUBMIT YOUR INQUIRY
Protect your proprietary inputs.
Ensure your intellectual property remains fenced off from public training sets and secure registration for your AI-assisted works.
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