08 — Apply
Intelligence inside the workflow.
Language and vision capabilities wired into real operations — tested before they're trusted.
How it works
Context
Grounded in evidence
Catalog, policy, and operational records supply the context — outputs stay inspectable.
Integration
Models wired to tools
Scoped tools, timeouts, and review gates define exactly where execution stops.
Vision
Visual workflows
Product imagery feeds catalog analysis and reference-constrained creative direction.
Evaluation
Behaviors, benchmarked
Defined expectations, tested — findings drive targeted changes, then re-tests.
Development
Research apart from delivery
Experiments run isolated; delivery claims follow evidence, never aspiration.
Named systems in this offering
Real software, honestly statused — what it does, never its internals.
SunKit
IN PILOTSun, moon, and terrain math as a reusable building block for apps.
- Solar and lunar calculations in one library
- A stable core other apps build on
Conductor
IN PILOTSoftware that hands work to specialist tools and collects the results.
- Tasks routed to configurable workers
- Runs in controlled test environments
Stagecraft
IN PILOTProduct imagery without the photoshoot — grounded in your real products.
- Room imagery from real product references
- Short product-film workflow in pilot
Results
- Seven draft support knowledge articles
- 31,460 editorial stories in a catalog delivery
- 85,032 exact image-alt matches in reconciliation
- Distinct projects — not a general model-accuracy claim
Where these systems use models, the use is narrow and named — drafted replies, call transcription, attribute extraction.
Talk through your system with us.
A free 30-minute call. We bring specific ideas, not a generic pitch.