What we do

An AI-native application powerhouse, built on 25 years of pharma-grade discipline.

We design, build, and ship production applications using agentic AI development — Claude Code at the center, a specialized virtual studio around it.

Capabilities

Agentic build.
We don't bolt AI onto an old process — Claude Code is the process. Specialized AI roles handle architecture, UI, motion, copy, and QA in parallel, with a human studio directing every decision.
AI-native applications.
From data-driven web tools to desktop utilities to content pipelines, we build applications where AI is structural — not a chatbot bolted on the side.
Design + motion.
Every product gets a real design system: tokens, motion language, accessibility built in from the first sketch — not patched on at the end.
Pharma-grade rigor.
Twenty-five years building for one of the most regulated industries taught us to treat every claim, every data point, every release like it has to survive an audit. That discipline carries into everything we ship now.

The stack

The tools behind the work.

Not an aspirational logo wall — every system below is one we've actually built on, deployed, or integrated with to ship the products on this site. Grouped by what they do.

Hosting & Deployment
Vercel (Next.js, preview-per-PR) · Railway (Python/Node apps + managed DB) · Cloudflare Pages (static) · Oracle Cloud (always-free compute)
Edge, CDN, DNS & Networking
Cloudflare: Workers (edge routing) · Tunnel (secure ingress) · Access (zero-trust admin auth) · CDN / DNS / SSL · Email Routing · QuotaGuard Shield (static-IP egress proxy for compliance)
Web, App & Desktop Frameworks
Next.js (App Router) · React · Vite · TypeScript · Flask · Python · Node.js · Gunicorn · CustomTkinter (native Windows desktop)
UI, Design System & Motion
Tailwind CSS · shadcn/ui · Framer Motion · Canvas / WebGL · Geist (type) · Lucide (icons) · token-driven design systems
Data & Databases
PostgreSQL · MySQL · SQLite · DuckDB · Prisma (ORM) · vector embeddings & retrieval (RAG)
AI, LLM & Agentic Development
Claude Code (the core build method — agentic, phase-gated) · Claude via the Anthropic API (summarization, classification) · Anthropic SDK
OCR, Vision & Media Production
Windows.Media.Ocr · UI Automation · Tesseract (3-engine OCR cascade) · mss screen capture · Pillow · Playwright + ffmpeg (automated demo capture)
Data Visualization
Plotly · UpSet plots (portfolio-overlap intersection charts) · treemaps & heatmaps
Payments, Packaging & Distribution
Gumroad (digital product sales & delivery) · PyInstaller · Inno Setup (Windows installers) · Resend (transactional email)
Third-Party & Financial APIs
Kotak Neo (brokerage) · TradingView / Pine Script · Telegram Bot API · content-source APIs (YouTube, Reddit, Hacker News, GitHub, RSS)
Security, Auth & Reliability
Cloudflare Access (zero-trust) · TOTP 2FA · API rate-limiting · honeypot + token form spam protection · static-IP proxying for regulated egress
Dev Tooling, MCPs & Plugins
Claude Code skills (/verify, /code-review) · Figma (Dev Mode MCP) · Canva (plugin, marketing assets) · GitHub (repos + PR previews) · Git · pnpm · privacy-friendly analytics (Cloudflare Web Analytics · Vercel Analytics)

Breadth isn't the point — knowing when not to reach for a tool is. Every choice above earned its place on a shipped project.

This is a capabilities inventory of technologies the studio has used across real projects. Where a tool came from a third-party platform we deployed rather than built — e.g. we integrated the Kotak Neo brokerage API and self-hosted an open-source gateway — it's listed as something we've worked with, not something we authored.