Applied AI research

An AI lab for new ways of working. We experiment with frontier models and applications, then turn what works into how organizations work next.

Where experiments become practice.

Focus
Frontier models, agents, and multimodal systems applied to real work
Method
Small, fast experiments embedded in real workflows
Output
Prototypes, playbooks, and operating patterns teams can adopt
About

Built to experiment

“We build to learn, and we ship what teaches us the most.”

Dancing Robots is an AI lab. We run hands-on experiments with frontier models, agents, and intelligent automation in search of the patterns that change how organizations work.

The best experiments graduate: we develop them into prototypes, playbooks, and applications that partner teams put to work every day.

Explorations

What we experiment with

Frontier models

Capability studies

Hands-on evaluations of new frontier models the week they land: what they make possible, where they break, and what it means for real work.

Agents

Agentic workflow prototypes

Autonomous systems that plan, act, and hand off to people, built and stress-tested against real operations.

Applications

Embedded experiments

Prototypes placed inside partner teams to observe how work actually changes, and what people do with the new capability.

Patterns

Playbooks & operating patterns

The experiments that win graduate into playbooks, tools, and patterns organizations can adopt at scale.

Method

From question to working pattern

01

Question

Pick a real workflow and a sharp hypothesis

02

Prototype

Build the smallest system that can teach us something

03

Field test

Run it inside the real workflow, with real people

04

Learn

Measure what changed, and why

05

Scale

Turn wins into playbooks and production systems

Outcomes

What comes out of the lab

Prototypes

Working agentic and multimodal demos grounded in your real workflows

Playbooks

Repeatable patterns your teams can adopt and own

Evidence

Clear reads on what actually works, measured in real workflows

Momentum

Teams that have seen the future of their own work, and know how to build toward it

Contact

Let’s run the first experiment.

Tell us which part of work you’d most like to reinvent. We’ll design a pilot with frontier models inside your real workflows, then report back what we learn.

Or reach out directly