# AI & Machine Learning

Factored AI builds production ML and AI systems that scale securely and perform reliably.

## Move From Promising Models To Real-World Impact.

### Designing ML and AI systems that operate in production, at scale, under real constraints. From classical ML to GenAI, we excel at deployment, monitoring, and measurable outcomes.

- End-to-end ML systems
- Production-ready AI applications
- GenAI with evaluation and guardrails

[Start Building](/content/contact/index.html)

## Proven At Enterprise Scale.

### **100's**

Enterprise Clients

### **1000's**

Successful Projects

### **450+**

Elite Engineers

### **30+**

Industries Served

## Our Capabilities

### **Production ML Systems**

Deployed models serving millions of predictions. Built for reliability, monitoring, and retraining.

### **MLOps & Model Lifecycle**

Implemented CI/CD, monitoring, and rollback for ML systems. Reduced deployment risk.

### **Applied AI & Deep Learning**

Built NLP, computer vision, and recommendation systems. Delivered measurable business impact.

### **Generative AI Enablement**

Deployed LLM-powered systems with evaluation and safety controls. Enabled responsible GenAI adoption.

### **Privacy-Preserving ML**

Built federated and compliant ML systems. Enabled collaboration without data sharing.

### **AI Performance & Monitoring**

Tracked drift, bias, and degradation in production. Maintained long-term model quality.

## **Want to discuss a solution?**

[Book a Call](/content/contact/index.html)

## Case Studies & Proven Impact

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

AI & Machine Learning

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

Financial Services

### [Fraud Detection Models](/content/case-studies/fraud-detection-models/index.html)

Detection precision improved

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

AI & Machine Learning

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

Technology

### [LLM Hardware Integrations](/content/case-studies/llm-hardware-integrations/index.html)

50K+ monthly downloads

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

AI & Machine Learning

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

Retail & CPG

### [Real-Time Grocery Rec](/content/case-studies/real-time-grocery-rec/index.html)

Real-time personalization enabled

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