Your business,AI-ready.
Friendly product studio. We build AI-enabled software and help businesses put AI to work — for founders, for Logitech, for clinics in Luxembourg serving 100+ doctors.
Deployed across Psychiatry, Pediatrics, Family Medicine.
WebringAIintorealsoftware.
AI-enabled, not AI-obsessed.
We put AI inside real software, where it earns its keep. The rest we keep boring on purpose — boring is what scales.
Industry-first.
We learn your business before we touch the stack. AI without context is theater. Good software starts with good questions.
Friendly by default.
No architects peacocking. No gatekept Slack. You talk to the engineers writing your code, directly, every day.
Ship weekly.
Every Friday you see something working in production. We iterate in public and measure in real users, not dry-runs.
Production, not prototype.
Every sprint ends in front of real users. Demos don't count. Shipping is the grader. Reality has the final word.
No buzzword bingo.
We'll tell you when AI is the wrong answer. Half the time it is. We'd rather ship real software than sound smart in a pitch.
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
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
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
Yash and his team delivered our healthcare platform with exceptional attention to compliance and user experience. The system now serves over 100 medical practitioners daily.