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Projects & case studies

Things we've shipped.

Real AI work for DACH businesses — from quick-win automations to enterprise-scale systems.

Case study · Shopify brands

Automatic AI Customer-Service Setup in Gorgias

→ Supplement brand: macro usage from 3% to 50%, 37 agent hours saved a month, ≈ €102K estimated annual impact.

AI StrategyE-commerceOperations

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.

Custom AI AgentsE-commerceOperations

Case study · Internal (Artikuno Commerce)

The Upwork Demo Factory

→ 8,012 jobs scored and 2,005 demos built and deployed in five months.

AI AutomationCustom AI AgentsSales & Marketing

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.

AI AutomationCustom AI AgentsSales & Marketing

Completed · US online retailer (anonymised)

Wholesale Supplier → Shopify Inventory Sync

→ 3,599 products corrected in one run with zero errors; prices and content are never touched.

E-commerceOperations

Completed · Artikuno Commerce

Hacked WordPress Site, Rebuilt Secure

→ 493 injected spam posts and hidden casino links identified; the site was rebuilt with no CMS left to attack.

E-commerceOperations

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.

Custom AI AgentsPersonal AI & Productivity

Prototype · Internal (Artikuno Commerce)

App Marketplace Review Outreach

→ 119 reviewers found, 45 custom demos built, 25 videos recorded, 16 sent.

AI AutomationE-commerceSales & Marketing

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