About Rinse Labs
An AI research & engineering lab.
Curiosity, made practical.
Rinse Labs is a startup exploring the intersection of AI research, engineering, and product development. We investigate emerging techniques, experiment with models and agentic systems, and turn promising ideas into working software.
What we do
Explore. Experiment. Engineer. Apply.
Our work moves in a loop: we explore difficult problems in AI — language models, learning systems, agents — experiment with emerging methods, engineer the promising ones into prototypes and systems, and apply what we learn to real-world challenges.
Commercially, we undertake applied AI research, model adaptation, AI agent engineering, and custom AI application development. That work is the practical expression of the lab's expertise — not a separate identity.
Our longer-term product direction is the Rinse Labs AI Agent Platform: a system for creating, connecting, orchestrating, and managing AI agents. It is in development.
How we think
What we believe.
Curiosity with a shipping habit
We explore because hard problems are interesting — and we engineer because exploration should end in something that works.
Honest about uncertainty
We label experiments as experiments, placeholders as placeholders, and in-development products as in development.
Engineering is the moat
Models are available to everyone. Judgment, architecture, evaluation, and integration are what turn them into useful systems.
Small and technical by design
We're a startup. We stay close to the work, move fast, and let the systems we build carry the argument.
Want to see what we're exploring?
Browse the lab, read the notes, or bring us a problem worth solving.