Core frameworks

Build AI agents with proven formulas

ML Formula provides practical, production-ready formulas and frameworks designed to accelerate your AI development. Start building today.

Agent architecture patterns displayed on laptop screen

Agent architecture patterns

Structured templates for multi-agent systems, reasoning loops, and task orchestration in production workflows.

Developer typing code on mechanical keyboard

Prompt engineering formulas

Tested patterns for prompt construction, few-shot techniques, and chain-of-thought frameworks that improve LLM outputs.

Deployment dashboard and monitoring across multiple screens

ML model deployment workflows

Step-by-step formulas for containerization, versioning, monitoring, and scaling models in production environments.

Data pipeline diagram and planning documentation

Data pipeline templates

Reusable schemas for data ingestion, transformation, validation, and feature engineering at scale.

Developer reviewing performance metrics and test results

Evaluation and testing frameworks

Formulas for benchmarking agent performance, A/B testing, and validating model outputs against production requirements.

Industry-specific formula documentation and guidelines

Industry-specific applications

Formulas tailored for finance, healthcare, e-commerce, and other vertical use cases with compliance built in.

How they work

Each formula breaks down AI development into actionable steps

Our formulas combine proven machine learning patterns with real-world workflow requirements. Every framework includes step-by-step guidance, code examples, and industry-specific adaptations you can implement immediately.

Customer success

Developers building with ML Formula

See how teams are using our formulas and frameworks to accelerate AI agent development and streamline machine learning workflows.

ML Formula's frameworks cut our agent development time in half. The structured approach to building conversational systems saved us weeks of experimentation.

Alex Turner

Alex Turner

AI Engineer, Startup

The industry-specific templates saved us from building everything from scratch. We deployed our first ML pipeline two weeks faster than our original timeline.

Jordan Mitchell

Jordan Mitchell

ML Ops Lead, Enterprise

The formulas are practical and immediately applicable. No fluff, just clear steps we could integrate into our existing stack right away.

Casey Rodriguez

Casey Rodriguez

Backend Developer, Scale-up

Clear documentation and real-world examples made it easy for our team to adopt the frameworks without extensive training. Implementation was straightforward.

Morgan Patel

Morgan Patel

Technical Lead, Healthcare AI

Finally, a resource built by people who understand production constraints. The formulas account for real limitations we face when deploying models at scale.

Sam Chen

Sam Chen

ML Engineer, FinTech

The agent-building frameworks gave us a solid foundation. We've adapted them for three different use cases across our platform already.

Riley Thompson

Riley Thompson

Founding Engineer, Platform

Formulas in action

Trusted by teams building AI systems

ML Formula provides practical frameworks that developers use to ship AI agents and ML systems faster. See the real impact of our resources.

50+

Practical formulas

Ready-to-use frameworks for building agents, processing data, and training models.

15+

Industry templates

Pre-built solutions for common workflows across tech, finance, healthcare, and more.

2K+

Developers using ML Formula

Teams shipping faster with our formulas and cutting implementation time by weeks.

98%

Framework adoption rate

Developers report our formulas work out of the box for their production workflows.

Start using ML Formula formulas today

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