# REAL AI OUTCOMES

90% less overhead. 22-minute turnarounds.

Real outcomes AE has shipped for companies like yours. The 3-week Embedded AI Operator sprint is how we find the highest-value AI opportunities in your business, ship the first ones into production, and map the rest.

## TRACK RECORD

### AI we've shipped for companies like yours.

- **90% less back-office overhead** **Global Shop Solutions**  
  Manufacturing ERP company. AI document ingestion turning messy invoices and vendor quotes into structured data at 95% accuracy. Shipped in five weeks.

- **22 mins vs. days** **KPS Mart**  
  AI-powered furniture proposal generation reduced turnaround from days to 22 minutes. Designers focus on creative work, AI handles the rest.

- **From 1-3 months** **Ateliere**  
  AI multimodal asset classification handling video, audio, subtitles, and images at 90% accuracy. New studio and distributor onboarding compressed from 1-3 months to several days.

## HOW WE START

### A 3-week sprint to find your wins.

**Week 1**  
**Find the leverage**  
Your operator shadows your team, walks your systems, and maps 20-30 operational, product, and revenue opportunities ranked by impact and effort. By Friday, you have a shortlist and a plan.

**Week 2**  
**Ship the first one**  
The first automation or prototype goes live. Something specific, visible, and useful. Your operator builds the highest-leverage opportunity from the shortlist and deploys it into your real workflows.

**Week 3**  
**Stack the wins**  
By the end of week three: 2-4 automations or prototypes in active use, a prioritized value backlog of 8-15+ additional opportunities, an AI readiness assessment, and full documentation so your team owns what we built.

$10,000 / week Full-time embed · 3-week minimum sprint  
Includes discovery, opportunity mapping, automation and prototype buildout, deployment, documentation, and roadmap development. You keep everything we build.

## EXPLORE MORE

### Learn how this fits our work.

**FULL OFFERING**  
The complete Embedded AI Operator playbook  
Full sprint breakdown, how AI is core to delivery, what AE needs from you, and how the operator fits into our larger Strategize and Build practices.

**ABOUT AE**  
Built for this since 2016  
Bootstrapped applied AI studio. Frontier alignment research with DARPA and Anthropic. Production AI shipped for airlines, healthcare, manufacturing, and more.

## LET'S TALK

### Bring us the hard problem.

We'll bring the team that ships.