Practical consulting that improves your AI.
Why
You should hire us if:
- You don’t know how to consistently improve your LLM products.
- Your LLMs are too expensive or slow.
- You are overwhelmed by tools/frameworks.
Expertise
Our expertise includes:
- Improving LLM products by implementing domain-specific eval systems, optimizing RAG, and fine-tuning.
- Building tools that speed up your development process.
- Upskilling your team on LLMs.
Here’s what our clients are saying

Honeycomb
Phillip Carter, Principal PM
Highly recommend working with these folks. Hamel and Jeremy in particular were crucial to Honeycomb’s AI successes, especially in the early days.

dbt Labs
Nick Handel, Director of Product
Working with Hamel and his team has been really great. Anyone who joined the Mastering LLMs conf knows this group is super sharp and focused on results. Working with Hamel is no different. He helps us with everything from setting product vision to prioritizing tools and methods.

Matter & Space
George Siemens, Founder & CEO
Partnering with Hamel transformed our approach. His insights and practical guidance simplified our LLM deployment and created a clear pathway for continuous testing, evaluation, and improvement. Hamel’s work fundamentally shaped our thinking and delivered real, impactful results.

Rechat
Emil Sedgh, CTO
We have had the chance to work with Hamel and it’s been a very successful partnership for us. He has a massive technical knowledge and is also high-level executive that can help you on all different levels. Couldn’t have asked for a better partner.

NurtureBoss
Jacob Carter, Founder & CEO
Hamel showed us how to evaluate our AI systems tailored to our use case. We gained insights that dramatically improved performance, reducing error rates by over 60% in critical areas like date handling. These methods have become fundamental to how we build and improve our AI products, creating a continuous cycle of improvement.

ServiceMob
Anuj Bhalla, CEO
Hamel & team allowed serviceMob to save hundreds of hours of engineering time by showing us the best tools, techniques, and processes. We shipped industry-leading AI in few weeks instead of months, and kept shipping thereafter thanks to how his team up-skilled our company.

LangChain
Harrison Chase, CEO & Co-Founder
Hamel and is one of most knowledgeable people about LLM evals. I’ve witnessed him improve AI products first-hand by guiding his clients carefully through the process. We’ve even made many improvements to LangSmith because of his work

