One observable gateway
Standardize model access through an OpenAI-compatible interface while capturing model, provider, token, cost, and latency context.
DETAKAI / AI CONTROL PLANE
LLM operations & observability
Operate AI as
a measurable system.
Detakai uses OpenRouter as a unified inference layer, then adds the telemetry, routing policy, cost allocation, and operational controls required for dependable LLM applications.
See our approach ↓01 WHAT WE IMPLEMENT
From capability
to operating reality.
We design the controls, integrations, ownership model, and measures needed to make the technology useful in production.
Reliability by routing
Design provider preferences and model fallback chains around workload quality, availability, data policy, and price.
Trace the full interaction
Connect generation metadata and optional traces to your observability stack for production debugging and evaluation.
Govern AI economics
Attribute token consumption to applications, teams, customers, and use cases so AI cost becomes an accountable unit metric.
02 DELIVERY MODEL
Designed around your environment.
Control without
slowing delivery.
- 01INSTRUMENT
Define the telemetry contract
Establish request IDs, trace context, model metadata, token and cost measures, redaction, retention, and ownership.
- 02ROUTE
Engineer model resilience
Configure approved models, provider policies, fallback behavior, price ceilings, and data-handling requirements.
- 03OPERATE
Build AI service intelligence
Create dashboards and alerts for spend, latency, errors, fallback rates, quality signals, and customer-level unit economics.
03 BUSINESS OUTCOMES
Portable integration
Applications gain controlled access to multiple model and provider options through a consistent interface.
Production visibility
Trace cost and performance from the product request through routing to the final model response.
Measurable reliability
Manage AI features against explicit targets for latency, availability, quality, and cost per outcome.
Technology reference: OpenRouter Documentation ↗
READY TO MOVE FROM THEORY TO OPERATIONS?Build the control plane
Talk to Detakai ↗