San Francisco, California

Monument Computer Works is a boutique consulting firm specializing in AI strategy and implementation.

We help companies build comprehensive AI systems that enable rapid development from concept to production (0-1) while establishing sustainable frameworks for continuous iteration and improvement across the long tail of use cases.

Our expertise encompasses large language models, including fine-tuning, retrieval-augmented generation, and evaluation. We work with organizations to design architectures that balance innovation with operational excellence, ensuring your AI initiatives deliver measurable value from day one and evolve with your business needs.

Ways to work with us

We help across the full stack of building and running AI systems, embedded with your team from architecture through production.

Agents
Design and build agentic systems that reliably take action — from single-purpose assistants to multi-agent workflows on your real data.

Tool Organization
Structure the tools, context, and retrieval your agents depend on so they behave predictably as complexity grows.

Evaluations
Build evaluation harnesses so quality is measured, not vibes — before and after every change you ship.

Inference
Optimize model serving, latency, and cost across providers and self-hosted infrastructure.

Fine-Tuning
Adapt models to your domain and data when off-the-shelf models fall short.

Get in touch at hello@monument.computer