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AI automation, custom software, AI agents, and team AI training for business owners: strategy to production, delivered end-to-end.

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Teo Bouancheau

Teo Bouancheau is an engineer, consultant, and AI trainer. He partners with business owners to design, build, and deploy AI systems, automation, and custom software, end to end, staying close to the work from first idea to production.

He works across the full stack of a product, from the interface your users touch to the infrastructure running behind it, so nothing gets lost in translation between the people who decide what to build and the people who build it. A single point of accountability, scoping, building, and shipping, rather than a hand-off between a strategist and an implementer.

He also trains the teams who inherit those systems. Shipping a tool is half the work. The other half is the people using it well, which means hands-on enablement on the real workflows and tooling, not a slide deck.

Expected outcomes: reduced manual operational overhead through targeted automation, faster iteration from idea to deployed feature, teams who actually use what gets built, and systems built to be maintained and extended rather than thrown away in twelve months.

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Capabilities

Capabilities

AI & Agents

  • Model Context Protocol
  • llama.cpp
  • OpenAI Whisper
  • ElevenLabs
  • Hugging Face Hub

Frontend

  • React
  • TypeScript
  • Next.js
  • Vite
  • Tailwind CSS
  • shadcn/ui
  • Astro
  • Framer Motion

Backend & Infrastructure

  • Node.js
  • Python
  • FastAPI
  • Rust
  • PostgreSQL
  • Supabase
  • Payload CMS
  • Cloudflare Workers
  • Neon

Mobile

  • Swift
  • SwiftUI
  • SwiftData
  • Flutter

Design Systems

  • Design Systems
  • Design Tokens
  • Design Components

DevOps & Deploy

  • Docker
  • Vercel
  • Hetzner
  • Coolify
  • GitHub
  • GitLab

Services

Expertise

  • AI Agents & MCP

    Model Context Protocol servers and agent tooling that give AI assistants real, production-grade capabilities.

  • AI Automation

    Your team gets its repetitive manual work automated, freeing up hours to focus on clients instead of admin.

  • Developer Tools

    Code intelligence and automation that make engineering teams faster, from semantic search to data pipelines.

  • SaaS Products

    End-to-end hosted products: scraping, detection, AI processing, and a polished web app, shipped to real users.

  • Native Apps

    Performance-critical macOS and iOS apps, including on-device LLM inference with Metal acceleration.

  • Design Systems & Web

    Design tokens, component systems, and marketing sites built for speed, consistency, and SEO.

  • AI Training & Enablement

    Hands-on AI training for founders and their teams, taught on your own real work rather than generic examples.

Projects

Selected work

See all work

Frequently Asked Questions

What do you build?
AI systems and agents (including Model Context Protocol servers), developer tools, hosted SaaS products, and native macOS/iOS apps. Recent work includes Foldout, TIDAL MCP, YouTube Knowledge MCP, Token Stunt, Stover, and LM Pocket.
How do you work with clients?
Engagements are limited to a small number at a time, staying close to the code from first idea to production, with strategy, design, and implementation in one.
What technologies do you use?
Modern, production-grade technology chosen for reliability and speed to market: React and Next.js for fast, SEO-friendly web apps, Python and Rust for AI systems and automation that scale, and Swift for native iOS and macOS apps. Every stack decision is made to minimize long-term maintenance cost and avoid vendor lock-in.
Are you available for new projects?
Yes. Consulting and build engagements are open, with a small number of clients taken on at a time. The most direct way to start is through the contact page, with a short description of what you are building.
Do you work remotely?
Yes. Engagements are remote-first and run worldwide, with clear async communication and regular deployment checkpoints.

Working on something ambitious?

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The Compounding Edge

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The agency behind the work

Turn what you read here into a system you own.

AI agents and custom software for real estate and relocation teams. Built by operators, not consultants.