We make the AI you
already bought work.
BearDuckHornEmpire LLC is an AI implementation studio for operations-heavy companies between $5M and $100M. Most of them have already spent on AI. The licenses are bought, the pilots ran, and the team is still doing the work by hand. We close that gap: one painful workflow, automated end-to-end and shipped to production.
The studio's founder spent years as a senior operations leader at a major online marketplace — running the kind of high-volume, process-heavy operations our clients live in. We've sat in the seat where manual work piles up, which is why we build for the person who has to clear it, not for a slide deck.
MIT's NANDA initiative found that roughly 95% of enterprise GenAI pilots never produce a measurable return. The technology works; the implementation is what's missing — scoping the real workflow, wiring it into the tools you already run, handling the edge cases, and operating it after launch. That unglamorous part is the entire business.
The proof is in production. Everything below was designed, built, and is still operated in-house — no agency, no subcontractors. The person who scopes your workflow is the person who writes the code.
What We've Shipped
Motus
The adaptive performance system for hybrid athletes — on the App Store. AI-periodized training and nutrition that re-plans every day around readiness. iPhone + Apple Watch, Supabase, HealthKit.
Motus Coach Platform
The B2B side of Motus — live for coaches. AI drafts client programs in each coach's own methodology, with branded sign-up, Stripe Connect billing, and a client roster.
Iron Passport
A worldwide gym finder for people who train when they travel — live at iron-passport.com. 2,700+ gyms, destination discovery, a gym passport, and day passes gyms sell directly. Built search- and answer-engine-first.
ruhrohhalp
An operations system that ingests Gmail, calendar, and voice memos into a pgvector store and runs scheduled jobs — and powers this studio's own pipeline.
Tech Stack
TypeScript, Next.js, React, React Native, Swift, Node.js, Python, Supabase, PostgreSQL, pgvector, Vercel, Claude API, OpenAI API, GitHub Actions, Tailwind CSS.