AI infrastructure that pays for itself

Stop paying premium prices for simple requests.

AI Cost Optimizer intelligently routes every request to the most cost-efficient model that can still meet your quality bar. Less spend. Same intelligence.

JDMKAR+
Built for teams shipping with AI
Your application
POST /v1/chatLIVE
Analyze Q3 retention by cohort
2,840 tokensQuality: high
Optimizeranalyzing request
Simple → Gemini Flash$0.001
Complex → Claude Sonnet$0.046
Repeat → Cache hit$0.000
Every request gets the right amount of intelligence.
Works with the models you already use
◉OpenAI✦Anthropic✦Google◈DeepSeek◆Mistral
See the difference

Your bill should reflect your workload, not your worst-case request.

A representative usage scenario. Actual savings depend on your traffic, model mix, and optimization settings.

Before optimization$12,840/ month
After optimization$5,120/ month
$7,720 saved60.1% reduction
$14k$10k$6k$2k
JanFebMarAprMayJun
BeforeWith Optimizer
The optimization layer

One gateway. Every request gets the right model.

AI Cost Optimizer sits between your application and your providers, making thousands of tiny decisions so your team doesn't have to.

01

Your app

Send requests exactly as you do today

02

Analyze

Understand intent, complexity & constraints

03

Optimize

Cache, compress, batch or control output

04

Route

Choose the best approved model

05

Measure

Track cost, quality & savings

Quality-aware by design

Cheaper does not mean weaker.

We don't blindly send requests to the cheapest model. We find the cheapest model capable of reliably satisfying the task.

You stay in controlSet minimum capability, quality thresholds, approved models, and maximum latency.
Example requestRouted toEst. cost
SimpleHello, what time is it?
Gemini Flash$0.0002
SimpleSummarize this paragraph
Claude Haiku$0.0011
ComplexAnalyze this financial document
GPT-4.1$0.028
ExpertDebug this distributed system
Claude Sonnet$0.046
More ways to save

A smarter request path, automatically.

Turn on the optimizations that fit your workload. Keep full visibility into what changed and why.

Core

Intelligent routing

Use the least expensive model that can reliably meet your quality bar.

Explore
High impact

Semantic caching

Serve repeat intent from a fast cache without rerunning the model.

Explore
Safe by default

Prompt compression

Trim redundant context while preserving the meaning your model needs.

Explore
Automatic

Output control

Reduce unnecessary completion tokens and latency on every response.

Explore
Resilient

Fallback routing

Stay online with approved providers when availability or price changes.

Explore
Your rules

Budget controls

Set spend, latency, provider, and minimum capability policies.

Explore
Savings calculator

What could you save with a smarter path?

Adjust the inputs to model your potential savings. This is an estimate, not a guarantee.

Estimated monthly impact
$7,704saved / month
Optimized spend$5,136
Estimated yearly savings$92,448
Your team keepsthe majority
Based on an estimated 60% reduction. Actual results vary by workload.
Get your estimate
Built for developers

One small change. A much smaller bill.

Keep your existing provider logic. Point your client at the optimizer and keep shipping.

Read the docs
PythonJavaScriptREST APIGo
Before
from openai import OpenAI

client = OpenAI(
  api_key="$OPENAI_API_KEY"
)
After same API
from ai_optimizer import Optimizer

client = Optimizer(
  provider=OpenAI(),
  quality="high"
)
Visibility by default

Know where every dollar goes.

A clear, auditable view of spend, routing decisions, quality, and the optimizations creating real savings.

Explore the dashboard
Overview
Analytics
Requests
Models
Routing
Savings
Budgets
Settings
ACME / OVERVIEW

Good morning, Alex •

AR
Total AI spend$5,120↓ 60.1% vs baseline
Money saved$7,720This month
Requests optimized1.84M↑ 12.4%
Quality score99.2%Within your threshold
Spend & savingsLast 30 days
•••
Baseline spendOptimized spend
Recent activityLive
Request routed to Gemini Flashsaved $0.018 · 2s ago
Semantic cache hitsaved $0.032 · 18s ago
Quality threshold preservedClaude Sonnet · 1m ago
Enterprise-ready control

Optimize boldly. Stay in control.

Your policies are the source of truth. Set boundaries for quality, privacy, spend, providers, and latency — then let the optimizer work inside them.

Configurable data retentionRequest redaction & secret detectionRole-based access and audit logsProvider and model allowlists
Optimization policyACTIVE
Maximum quality loss0.8%
Monthly AI budget$8,000
Optimization modeBalanced
Fallback routingEnabled

Stop overpaying for intelligence
you don't need.

Bring your AI spend into focus. Start with a free sandbox and see your first savings in minutes.