# 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)

### [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)

### [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)

### [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)