LOADING.
LOADING.
Neural Pipeline
initializing inference grid
what the simulation shows
Every accuracy number, every inference stat, every fine tuned model in that world — each one is a production AI system we've shipped to a real client.
99.2%
Extraction accuracy
Document intelligence pipeline in production
47%
Latency reduction
Fine tuned 8B vs frontier API
12×
Lower inference cost
Same benchmark, cheaper model
What we build for you
01 — ML Pipelines & Models
Custom fine tuning, LoRA, PEFT, and full fine tune runs — built around your benchmark. The smallest model that clears the bar ships. Nothing bigger.
02 — AI Agents & Systems
Multi agent orchestration, tool use frameworks, and planning loops built around real evals. Every agent ships with an eval harness that runs on every deploy.
03 — Vision & Document AI
Document intelligence, OCR, object detection, and visual search — shipped at production scale. The benchmark is set in week one. We don't stop until the model clears it.
We work with a limited number of projects per quarter.