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
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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.

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Case Studies & Proven Impact

Engineer validating AI-generated code and documentation after identifying hallucinated technical explanations during code review.

AI Hallucinations

AI invents false evidence

Fraud detection ML pipeline

Fraud Detection Models

Detection precision improved

LLM framework integrations

LLM Hardware Integrations

50K+ monthly downloads