Limited: Accepting 3 new enterprise audits for August 2026
AI cost intelligence for serious teams
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Trusted by 40+ engineering teams

AI Isn't Expensive.
Bad Systems Are.

Don't optimize the model. Optimize the system. Never at the expense of quality.

Calculate Your SavingsSee How It Works
Zero quality loss18-day average paybackNo code rewrites
Cost ComparisonLive Example
↘58% less spend
◎0% quality loss
Monthly spend profileScale-aware
Startup$500–$10K
20–35%
Growth$10K–$100K
30–50%
Enterprise$100K–$1M
40–60%
Global$1M–$10M+
50–65%
Modelled savings scale with your volume, architecture, and operational maturity — from first model call to global AI platform.

Optimized AI spend for teams using

OpenAIAnthropicGoogle AIAWS BedrockAzure OpenAICohere
Methodology

Four Steps to Permanent Savings

A surgical engineering engagement that optimizes your existing architecture — no rewrites, no migration.

01

Deep Audit

We trace every token, every model call, every dollar in your pipeline.

Token Payload Trace
02

Smart Routing

Cascade expensive calls to cheaper models when quality allows.

Model Cascade Engine
03

Regression Testing

Automated evals ensure zero quality degradation across all routes.

LLM-as-Judge Evals
04

Deploy & Monitor

Ship optimized pipeline with real-time spend dashboards.

Live Telemetry
ROI Calculator

See Your Savings in Real Time

Drag the slider to your current monthly LLM spend.

Choose the closest operating scaleGrowth model
Fine-tune monthly AI / LLM spend$50K/mo
$500$10K$100K$1M$10M+

Use the presets for a quick benchmark, then drag for a more precise estimate.

Monthly Savings$21K~42% reduction
Annual Kept$252KReinvested
Payback~21 DaysROI month 1
Want exact numbers? Get your custom audit
AI-Powered Quote

Get Your Custom Optimization Report

Our AI analyzes your specific stack and delivers a tailored savings blueprint in under 60 seconds.

Build your savings profile

Takes about 45 seconds · no email required

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Your Custom Savings Blueprint

Submit your stack parameters and our AI engine will generate:

  • Estimated cost reduction percentage & monthly savings
  • Stage-by-stage customized intervention roadmap
  • Transparent service quote & payback timeline
Results are instant & free. No email required.
Results

What Our Clients Say

“Reduced our monthly OpenAI bill from $42K to $18K. The cascade routing alone was a game-changer.”

MR
VP EngineeringSeries B SaaS
$24K/mo saved

“The semantic caching layer they built saved us $12K/month with zero quality impact. Incredible ROI.”

SK
CTOAI Startup
$12K/mo saved

“ROI positive in 11 days. Best infrastructure investment we've made this year, hands down.”

AL
Head of AIEnterprise
11-day payback

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