Applied AI + Creative Technology
Dream. Build. Repeat. turns ambiguous opportunities into useful AI systems, durable software, and interactive products. Strategy, design, and hands-on engineering in one studio.
Operating model
Strategy + implementation
Working range
Software → systems → experiences
Point of view
Useful before impressive
Two practices, one studio
DBR works at the point where a fuzzy idea becomes a working artifact. Sometimes that means an AI system inside a real operation. Sometimes it means an experience that could not have existed before.
Move from AI interest to a useful system with a reason to exist.
We find high-leverage opportunities, prototype inside the real workflow, and build an implementation path your team can actually operate.
Turn unconventional ideas into products people can see, hear, and use.
We combine product design and engineering across interactive software, games, audio tools, generative systems, and cross-medium experiments.
The operating method
The name is the process: imagine boldly, make something real, then learn fast enough to make it matter.
Find the leverage
Frame the real problem, map the operating context, and choose the opportunity worth building.
You leave with: Opportunity brief
Make the proof
Put a working prototype in front of the people and systems it needs to serve.
You leave with: Working prototype
Compound the value
Measure what works, harden the system, integrate it, and keep improving after launch.
You leave with: Production path
Selected work
We advise like builders because we are builders. These products and experiments keep the studio close to real users, real constraints, and the unglamorous work of shipping.
Mobile coordination
LiveA group coordination app built around live location, voice check-ins, rally points, and a calmer way to keep friends and families in sync.
Built as
Live product · iOS + Android
Interactive systems
LiveA cellular-automata puzzle that turns an emergent system into play: place the starting cells, run the simulation, bring the goal to life.
Built as
Live browser experience
Multiplayer game
LiveA classic pub dice game rebuilt for the browser with solo practice, multiplayer tables, lobbies, chat, sign-in, and leaderboards.
Built as
Live multiplayer product
Music technology
In developmentA synthesizer for desktop, plugin, and Linux workflows, built as an evolving creative-technology system with mobile development underway.
Built as
Cross-platform instrument build
Also in the studio
Status / current
A practical operating system for small machine shops, bringing estimating, onboarding, documentation, and workflow tools together.
Manufacturing operations
A connected operating layer for intake, estimating, scheduling, documentation, and job execution in trade-focused work.
Field service systems
An operations concept for keeping groups, signals, and decisions aligned when people and moving parts change in real time.
Coordination systems
Applied AI, automation, prototyping, and systems advisory for organizations that need practical execution—not another buzzword deck.
AI and systems
Why DBR
Technology earns its place by changing the work or the experience.
The fastest truth comes from a working artifact inside the real workflow.
The system, interface, and operating model are shaped as one product.
Launch is a learning event—not the end of the process.
