ROUTING Uniro · agent routing

Route every request to the optimal model.

Uniro sends each call to the model that gives the best answer for the lowest cost and latency — with automatic failover, aggressive caching, and observability built in. Keep your quality; cut your bill.

Works with the agents and models you already use
Monthly cost↓ 68%
Baseline
$4,200
TKM-AI
$1,340
p50 latency3.3× faster
Baseline
1,180 ms
TKM-AI
360 ms
Requests / month1.0M
$2,860 saved / month

Illustrative estimate based on typical workloads — your numbers will vary.

Routes across every major model & agent

Claude CodeClaude Code
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Gemini CLIGemini CLI
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Cost
Prompt compression, caching, and token trimming reduce spend without sacrificing quality.
Speed
Adaptive routing sends each request to the fastest model that can handle it.
Scale
Autoscaling infrastructure with tracing, evals, and automatic failover.
The platform

Everything you need to route agents in production

Uniro turns a pile of model calls into a cost-aware, observable, production-grade routing layer.

Adaptive routing

Route each request to the right model by cost, latency, and capability — and fail over automatically.

multi-modelauto-failover

Cost optimization

Compress prompts, cache aggressively, and trim wasted tokens automatically — without touching your agent logic.

prompt compressionsemantic cache

Observability & eval

Trace every step, score quality with custom evals, and catch regressions before they reach a user.

tracingeval suites

Efficient deployment

Push an agent and we autoscale it across regions with sub-second cold starts. No infra to babysit.

autoscaleedge deploy
How it works

From prototype to production in three steps

Bring the agent you already have. We handle the rest of the path to scale.

01

Connect your agent

Wrap your existing LLM calls with our SDK, or import from LangChain and LlamaIndex in a few lines.

02

Optimize automatically

TKM-AI profiles every run, then compresses, caches, and routes to keep quality up and cost down.

03

Deploy & monitor

Ship to autoscaling infra with one command and watch traces, costs, and evals in real time.

About us

Built for teams that run agents at scale

Uniro exists to make LLM agents cheaper, faster, and more reliable to run — so teams can move from prototype to production with confidence. It focuses on the unglamorous parts: latency, cost, and reliability under real traffic.

ProductUniro — agent routing
Optimizes forCost · Latency · Quality
ModelsMulti-provider, model-agnostic
DeploymentAutoscaling infrastructure

Cost-aware by default

Every optimization is measured against quality, not just price — so you never trade accuracy for a lower bill.

Production-first

Tracing, evaluations, and automatic failover are built in from day one, not bolted on later.

Model-agnostic

Route across providers and models. You're never locked into a single vendor.

Developer-friendly

A drop-in SDK and clean APIs that fit the stack and workflow you already have.

Let's make your agents cheaper and faster

Tell us about your agents and we'll show you where the wins are.

Prefer email? Reach us at hello@tkm-ai.com