Projects & case studies

Things we've shipped.

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

Antsthropic.com
Case studyAI Automation

Antsthropic.com

I’m showing the website I built for my app Antoinette, including how it looks on mobile and how the Telegram bot experience works. Friends can send updates, sort plans, use calendar-style views, and invite others. I also walk through the daily brief page, inspired by iPhone-style footage, with interactive buttons for plans, updates, nudges, and suggested trends. The bigger point is to show how quickly you can build a fun, interactive website using generative AI tools like Google Antigravity. The flow is simple: send a message before 7pm and receive your brief at 7pm. The main action is to explore the site, try the interactions, and play around with the mini game where ants run everywhere.

Built a polished, mobile-optimized interactive website for Antoinette using generative AI, turning a Telegram bot concept into a clickable product demo with working interactions and a playful mini game.
Strategy workshop
Case studyAI Strategy

AI Strategy Assessment: Austrian SME

Comprehensive AI readiness assessment and implementation roadmap for a 50-person Austrian SME.

Clarity on AI priorities. Quick-win identified that paid back cost in 3 months.
Financial dashboard
In progressFinance

AI Financial Report Generator

Automated financial reporting system that turns raw data into board-ready reports in minutes.

Report production from 3 days to 2 hours. Zero formatting errors.
Sales dashboard
CompletedSales & Marketing

Sales Intelligence Dashboard

AI-powered CRM enrichment and sales intelligence tool for a B2B SaaS company in the DACH region.

+35% SQL conversion rate. 40% less manual data entry.
AI knowledge interface
CompletedCustom AI Agents

Internal Knowledge AI Agent

RAG-based AI assistant that gives employees instant answers from company documentation and internal knowledge bases.

60% less time searching. New hire ramp-up cut from 6 to 3 weeks.
E-commerce analytics
Case studyE-commerce

E-commerce Personalization Engine

Machine learning recommendation system that increased conversion rate by 23% for an Austrian online retailer.

+23% conversion rate, +18% AOV, +31% email CTR.
Procurement dashboard
Case studyAI Automation

AI Procurement Assistant

Custom AI agent that automates vendor research and procurement workflows for a Viennese manufacturing firm.

70% reduction in manual research time. Vendor approval cycle from 3 days to 8 hours.

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