We design, build, and deploy custom AI agents that operate autonomously within your existing systems. From customer-facing chatbots to internal knowledge agents, research assistants, and multi-agent pipelines — we build production-ready AI that works.
Projects in Custom AI Agents.
Case study · 4P Marketing
4P Marketing: Four AI Agents Turn a Slack Brief Into a Shopify Preview
→ 24 store projects run through the agents · 3 audit passes before a person looks · first draft by day 3.
In progress · Shopify brands (The Love Blanket, Clear Drop, Saber X)
Automatic Customer-Service Rollout With Our Own Model
→ 362 tickets closed by the bot in 30 days at one brand · ~7 cents per closed ticket vs ~90 cents for Gorgias AI Agent.
Case study · Internal (Artikuno Commerce)
The Upwork Demo Factory
→ 8,012 jobs scored and 2,005 demos built and deployed in five months.
Case study · Internal (Artikuno Commerce)
Auto-Apply With Claude Code and the Upwork MCP
→ 806 proposals submitted, each with its own demo, video and cover letter; runs every two hours.
Case study · Antoinette (own product, built with Jan Friedmann)
Antoinette: Published on the App Store and Google Play
→ Live on iOS and Android from one codebase; releases are built and submitted to the stores automatically.
Completed · Antoinette (own product, built with Jan Friedmann)
Antoinette: A Multi-Agent Social Assistant on Telegram
→ From first commit to a working Telegram bot with agents and onboarding in under a week.
In progress · Internal process, used for client stores
F1 Pit Stop: Building a Shopify Store From Every Side at Once
→ One brief in, a launch-ready draft store out, reviewed by the client before anything goes live.
AI for Custom AI Agents?
Free 30-minute discovery call. No pitch. Just a conversation about what AI could do for you.
- Free · 30 min
- A concrete first step you can act on
- In German or English, online