Abstract ideas.
Extraordinary software.
We are a senior engineering studio for AI systems that have to work — in production, in public, in real time. We take them from first sketch to shipped product, and we stay until they hold.
Our retrieval systems answer in under a second — every claim traced to its source.
Our AI runs live at some of the world's most high-profile gatherings — while the moment happens.
We design, ship and operate our own products — the same hands, from architecture to app store.
Four disciplines. One team. No hand-offs.
Retrieval & reasoning systems
Generative AI over private knowledge — graphs, embeddings, agents — engineered for grounded answers with provenance, not impressive demos.
Latency-critical AI experiences
AI in front of live audiences: transcription, translation, instant answers — delivered while the conversation is still happening.
Interfaces for intelligent systems
Design that makes complex AI feel obvious. Design and engineering sit in the same room — often inside the same person.
Architecture to app store
Cloud, mobile, web and data — built, deployed and run in production by the people who wrote it.
A studio that builds & ships — two ways.
We build with you
A senior team embeds with yours: architecture, build, launch, operate. Small enough to move in days, senior enough to be accountable for what ships.
Best when the system is critical, the timeline is real, and "almost working" is not an option.
We build our own
We incubate and operate our own products — conceived, designed, engineered and run by this team.
It keeps us honest: client work ships like product, not like consulting, because product is what we do every day.
What we hold ourselves to.
Production is the benchmark.
A system is finished when it survives contact with real users, real load and real stakes — not when the demo runs.
Small by design. Senior only.
Every person here architects, builds and ships. No layers between the decision and the code.
Design is engineering.
The interface is part of the system. If it isn't obvious to use, it isn't done.
Have a system
that has to work?
Tell us what it must do, where it will run, and what happens if it fails. We'll tell you — plainly — how we'd build it.
hello@abstractextraordinary.com