Take Control of Your AI Spend
Sedai for AI Agent Optimization brings governance, observability, and intelligent routing to every LLM call, without a single line of rewritten code.
One Platform. Optimize Everything.
Most tools address one layer — infrastructure, observability, or routing. Sedai covers the full stack. Cloud optimization, agent governance, and intelligent model routing, unified in a single platform.
Four Capabilities. One SDK.
Managing LLM usage across teams and providers is its own operational challenge. Sedai closes the gap.
Observability
Real-time cost, token, and latency visibility consolidated across every provider, project, and model.
Governance
Org and project-level model access policies with automatic fallback routing, enforced without developer self-governance.
Reliability
Automatic retries, cross-provider fallbacks, and load balancing. Built in. Configured once.
Smart Routing
AI-powered routing trained on your actual production traffic, not public benchmarks. Continuously adapts as models change.
The Right Model for Every Prompt, Automatically
New models ship every week. A choice that was optimal last quarter may cost twice as much, or score lower on accuracy, today. Sedai's Smart Routing is built on your actual queries, not someone else's dataset.
Traffic-Aware Routing Groups. Sedai auto-clusters production prompts into distinct groups by domain and task type. Each group gets its own model set and optimization preference.
Pareto-Optimal Model Selection. Every candidate model is tested on every routing group for accuracy, cost, and latency. You choose the trade-off that fits your product.
Manual and Auto Modes. Manual gives you full control over groups, models, and evaluators. Auto handles everything end-to-end. No code changes in either mode.
AI Agent Cost & Efficiency Intelligence
Most tools show you where AI spend goes. Sedai knows why it's happening and fixes it for you.
Actionable LLM Cost Visibility
See exactly where LLM spend lives across every provider, team, and project, and how optimization reduces cost over time. Sedai turns fragmented usage data into actions for measurable, ongoing savings.
The Right Model at the Right Cost
Stop paying for more model than you need. Sedai continuously matches each agent to the optimal model for its actual workload, balancing accuracy, latency, and cost without manual benchmarking.
Waste Detection Across Every Agent
Find inefficiencies hiding across your agent fleet — stale model choices, over-provisioned calls, unattributed spend. Sedai surfaces them and routes around them automatically.
“By having Sedai in place, we’re not just saving money, we’re preventing would-be customer problems before they become an issue.”
Matt Duren
VP of Engineering // KnowBe4
How Sedai Optimizes AI Agents
Built on real production behavior, with safeguards at every step.
Connects to your tracing provider and analyzes how your agents behave in production — prompts, models, cost, and latency patterns.
Every decision is grounded in real conditions: your query distribution, your optimization preference, and the current model landscape.
Routing updates, fallback chains, and policy enforcement all happen through the SDK. Your codebase stays exactly as it is.
AI Agent Optimization That Delivers
40%
LLM Spend Reduction
30%
Response Accuracy Improvement
90%
Reduced Time Spent on Model Evaluation
Supported LLM Providers
Other Tools Stop at Visibility. Sedai Adds Control.
Other Solutions
- Observability without governance or routing
- Cost-focused routing based on static rules
- Gateway-based routing adds 20–40ms per call
- Separate tools for tracing, governance, and routing
- Code rewrites required to change providers
- Governance, observability, reliability, and routing in one platform
- Accuracy- and cost-aware routing trained on your production traffic
- SDK-based middleware with sub-millisecond overhead
- One import line covers all four pillars
- Zero code changes — developers keep working as before
One Import Line.
No code rewrites. Two to three week onboarding. Full Control Over Every LLM Call.