Product Portfolio

Research-backed products for cost-aware, governed AI execution.

CLC Labs ships products from a shared research thesis: production AI systems need better control over execution cost, policy, telemetry, and reusable structure.

CLC Labs
Research Core

CachePilot

Live

Governed OpenAI gateway

LE Control Plane

Design partners

Customer-hosted execution control

Training Compiler

Research preview

Reusable vertical structure

Portfolio

Different products, one execution-layer research agenda.

ProductStatusBuyerDeploymentProblem solved
CachePilotLiveAI platform and engineering teams using OpenAI APIsHosted dashboard plus governed API proxyPolicy, cost, cache, and telemetry control for OpenAI calls
LE Control PlaneDesign partnersTeams running self-hosted multi-step inference workflowsControl plane with customer-hosted inferenceRepeated context processing across agent workflow steps
Vertical Training CompilerResearch previewTeams adapting models to structured vertical domainsLocal compiler with hash-first metricsRepeated boilerplate, unstable schemas, and training waste

Start with the live wedge

CachePilot is the live commercial surface for teams governing OpenAI usage today. LE Control Plane and the Training Compiler remain focused research and design-partner tracks.