example pattern · public material pending approval · research / IP
Private model workflow for research and IP-heavy studios
Example engagement pattern for research and IP-heavy studios that need private model workflows over proprietary knowledge.
Problem
Research and IP-heavy studios often need model workflows over proprietary notes, invention context, domain references, and confidential drafts without moving source material into public cloud AI systems.
Required public evidence
- Work category
- Anonymized problem statement
- Deployment boundary
- Dataset category, not raw data
- Deliverables produced
- Security review artifacts
- Approved disclosure boundary