AI LAB
Where we put AI to work.
The AI Lab is where Tilicho's applied-AI work lives — how we build software with AI in the loop, how we run agents economically at scale, how we bring perception to the production line, and how we engineer the models underneath. Four bodies of work, one philosophy: builders, not demos.
Four focused programs, each its own discipline — but they share a spine: measured economics, governed behaviour and production-grade engineering. Open any one to go deep.
Agent Orchestrator
One control plane between your agents and the models — governance, token compression and model-routing economics, run from one place.
Govern · Compress · Route · MeasureAISDLC
The AI-native software development lifecycle — an eight-stage method for building software with AI in the loop, end to end.
8-stage method · Quality gates · Delivery economicsPhysical AI
Vision AI on the production line — perception systems that inspect, guide and verify in real industrial environments.
Machine vision · Edge inference · Real-time QAModel Engineering
Fine-tuning, quantization and compression — purpose-built models that run economically at the edge and at scale.
Fine-tuning · Quantization · Edge deploymentAgent Studio
Agentic engineering for the enterprise — we design, build and harden production AI agents grounded in your systems, on Gemini Enterprise, ADK, LangGraph or CrewAI.
Enterprise agents · Grounded & governed · Multi-platformWe don't assert it — we model it and measure it.
Two live properties carry the proof behind the Lab: economics you can model yourself, and the experiments we publish.
Have a problem that needs applied AI?
Tell us what you're trying to build. We'll show you what we'd do — and what we'd build.