AI-enabled
software, for your business.
Six ways to put AI to work. From scribes and copilots to voice AI and full SaaS — we build, we integrate, and we help you decide if AI is worth the candle in the first place.
What we
build.
Six shapes of work. Whether you're starting fresh or retrofitting an existing product, we pick the one that fits — not the one that pads the invoice.
Your product already works. We embed AI where it earns its keep — scribes, copilots, agents, RAG — without rewriting your stack or blowing up your compliance posture.
- LLM integration (OpenAI, Claude, open-source)
- RAG pipelines with vector search and evals
- Voice AI (real-time STT/TTS, diarization)
- AI agents with tool-calling and audit trails
Capabilities,
not claims.
Everything below is something we've shipped more than once — for doctors, founders, or enterprise teams introducing AI into real operations. No vaporware, no “we could figure it out.”
AI inside your software
AI scribes
01Domain-tuned scribes for medicine, law, meetings, voice notes
AI copilots
02In-app assistants with streaming, structured output, and tool-calling
AI agents
03Multi-step agents with evals, fallbacks, and audit trails
RAG systems
04Retrieval pipelines with vector search, rerankers, evals
Voice AI
05Real-time STT/TTS, multi-speaker diarization, wake-word
MCP servers
06Model Context Protocol servers that plug into Claude, Cursor, IDEs
Product surfaces
Web apps
01Next.js · App Router · Server Actions · Edge runtime
Desktop apps
02Electron apps that feel native — offline-first, auto-update
Mobile apps
03React Native · Expo · iOS + Android from one codebase
Chrome extensions
04MV3 extensions with AI assistance baked in
Internal tools
05Admin dashboards, CMS, workflow automations
APIs + backends
06Type-safe APIs, webhooks, background jobs, queues
Craft + care
Design systems
01Component libraries, tokens, docs — built to last
Data viz
02Charts, dashboards, clinical reports — numbers that tell stories
Evals + monitoring
03LLM evals, observability, incident response playbooks
Compliance
04HIPAA, SOC2-ready architectures for regulated industries
Infra + DevOps
05Vercel, AWS, Fly, Docker — boring on purpose
Team augmentation
06Drop us in beside your team as senior AI engineers
Three ways
to engage.
Pick the shape that fits. We'll recommend one honestly — sometimes that means a different studio entirely.
- 01Fixed scope
Project
A clear deliverable with a timeline. Best for MVPs, discrete AI features, or adding AI to an existing product.
- New AI-enabled product
- Prototype to production
- Defined scope
- 02Monthly
Retainer
A dedicated slice of the studio every month. Best for companies putting AI to work across multiple surfaces.
- Continuous delivery
- Long-term roadmap
- Evolving AI surface
- 03Per-engineer
Augment
We plug in beside your team as senior AI engineers. Best when you have engineers but lack AI depth.
- Team extension
- Senior AI depth
- Fast ramp-up
From hello to
in production.
Four phases, designed so you see working AI by week four. Not a proposal. Not a deck. Something you can click.
- 01
Discovery
One week inside your business. Interviews with users + operators, workflow mapping, AI opportunity audit. Output: a crisp problem statement and a bet map.
- 02
Blueprint
Architecture, wireframes, eval criteria, milestones. Fixed scope for the first ship, open-ended after. Written in plain English, not decks.
- 03
Build
Two-week sprints, Friday demos. Production on day one — no staging-only fantasies. CI, LLM evals, monitoring, the works.
- 04
Launch + steady state
We ship. We watch the dashboards. We tune the prompts and evals. Then we stick around as long as you need us.
Where we've brought
AI to work.
Regulated, consumer, enterprise — the shape of the product differs, the discipline doesn't. Depth beats breadth, and we've been inside each of these long enough to be useful.
- 01Healthcare
AI scribes, clinic OS, EHR add-ons — built for real practitioners
- 02Legal
AI doc review, contract agents, client-intake copilots
- 03Enterprise
Internal tools + AI copilots for knowledge work and ops
- 04Productivity
Meeting AI, wellness rituals, focus + habit software
- 05Fintech
Dashboards, analytics, AI-assisted underwriting + ops
- 06Research
Labs, universities, scientific viz with AI analysis on top
- 07Consumer
Creator tools, voice apps, AI-assisted social products
- 08Education
Learning tools, tutors, AI-enabled assessments