The GenAI Control Layer

Provenance-assured data and control modules that deliver enterprise-grade, photorealistic outputs—repeatably and at scale.

Own your data. Trust your outputs.

Provenance-first Repeatable controls Enterprise-ready Audit-aware

Capabilities

We capture and label data in controlled conditions, so IP lineage is explicit and audit-ready.

Control modules and standardized triggers enable predictable, photorealistic outputs.

Objective QA across lighting, material reflectance, and prompt fidelity—tuned for production use.

Data manufacturing: Studio-grade capture with structured metadata and automatic labeling.
Fine-tuning: Control modules and anchor triggers for precise behaviors.
QA & benchmarking: Photorealism checks, prompt fidelity scoring, and regression tests.
Delivery: Modules, prompt packs, and documentation for enterprise deployment.

Directional lighting control: Consistent left/right behavior in controlled tests. Detailed results available under NDA.

SAM Active • Small Business • SBIR-eligible. UEI/CAGE available upon request.

Questions or a pilot in mind? Reach out — we respond quickly.

Enterprise-ready NDA welcome