# AI Pilots Don't Create Value

Production systems do. Build with proven AI, ML, and data engineers.

### You Have A Production Execution Gap If...

- Your AI pilot performs well, but deployment is delayed.
- Your models work in testing but aren't reliable in production.
- You lack engineering capacity to operationalize AI at scale.

## We Know AI & Data Innovation

### **100's**  
Enterprise Clients  
### **1000's**  
Successful Projects  
### **450+**  
Elite Engineers  
### **30+**  
Industries Served

**Discuss A Solution With A Specialized Engineer**  
[Learn More](/content/us-landing/ld-production-reliability#form-section/index.html)

Proven AI Engineers. Ready Fast.

Built for Production.

Focused on Outcomes.

## Three Ways To Engage

### **Embedded Engineers**  
Elite, dedicated engineers who onboard quickly, are embedded in your team, and are managed by your stakeholders.

### **Managed Services**  
End-to-end AI and data solutions designed, managed, and scaled by Factored to drive measurable ROI.

### **Advisory In AI, ML & Data**  
Senior architects guide feasibility, prioritization, and strategy with expert insight to de-risk critical decisions, solve challenges and drive competitive advantage.

### Ready To Accelerate Your AI Roadmap?

See how Factored can add proven engineering capacity so your team can move faster.

Thank you very much for the outstanding engineers you provided  
\[...\] we’ve had only great experiences with your firm.  
\[...\] I’d love for us to continue working together.

Executive Leader  
Computational Health Sciences and Translational Data Strategy

## How We've Helped Enterprise Teams Deliver Faster

- [Machine Learning](/content/resources/case-studies?0_service_equal=%26+Machine+Learning/index.html)

Machine Learning

- [Technology](/content/resources/case-studies?1_industry_equal=Technology/index.html)

Technology

### [AI Hallucinations](/content/case-studies/ai-hallucinations-production-engineering/index.html)

Stop False AI Reasoning in Production

- [AI Engineering](/content/resources/case-studies?0_service_equal=ai+engineering/index.html)

AI Engineering

- [Financial Services](/content/resources/case-studies?1_industry_equal=Financial+Services/index.html)

Financial Services

### [AI for Major Incidents](/content/case-studies/ai-major-incident-management/index.html)

Cut Response Time And Protect SLAs

- [Machine Learning](/content/resources/case-studies?0_service_equal=%26+Machine+Learning/index.html)

Machine Learning

- [Retail & CPG](/content/resources/case-studies?1_industry_equal=Retail+%26+CPG/index.html)

Retail & CPG

### [Market Research LLM](/content/case-studies/market-research-llm-automation/index.html)

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