Cases

Real projects, real systems, real results.

AI & Integration Projects

Mastex GmbH — Enterprise Platform Build

A German textile manufacturer relied on a no-code platform that couldn’t keep up with growing complexity — label printing, order processing, and factory communication across China and Europe.

Migrated to a full-stack platform (Next.js, SQLite, Docker) with automated PDF order extraction, automated barcode and packing label generation, multi-tenant access, and a full order/lot tracking dashboard.

Zero to production — replacing months of manual data entry with an AI-assisted workflow.

Supply Chain Intelligence

A manufacturer’s supply chain data was scattered across ERP exports, shared drives, and email — making cross-referencing slow and error-prone.

Connected all data sources into a single conversational interface. Team members query supply chain status, trace orders, and pull reports using natural language.

Hours of manual cross-referencing replaced by natural language queries.

SFLOW Runner — AI Agent Automation

Running AI tasks on a schedule — monitoring, reporting, multi-system workflows — required custom scripts and manual orchestration.

Built an open-source scheduling platform for autonomous AI tasks. Supports Claude, OpenAI, and local models. Features cron-based scheduling, webhooks, dynamic MCP server creation, and full cost tracking. MIT-licensed.

~€0.03 per automated task — under €1/month for daily operations.

Ignition CLI — Automation Tooling

Managing fleets of industrial automation servers meant repetitive manual work — configuration, versioning, bulk operations, compliance checks.

Built a 75-command open-source CLI for industrial automation platforms. Fleet management, configuration versioning, and bulk operations — designed for both human operators and AI agents.

Published on PyPI — used for compliance audits and automated provisioning.

Other Projects

News & Insights Tool

Hours spent every week manually scanning, reading, and summarizing industry news across dozens of sources.

Built an AI-powered tool that connects to multiple news sources, extracts relevant insights, and delivers curated briefings — replacing manual scanning and summarization.

Turned a time-consuming weekly task into an automated, on-demand process.

Legacy Webshop Takeover

A company’s webshop and back-end had been built entirely by a single internal employee who left — no documentation, no version control, growing complexity.

Stabilized the existing site in a version-controlled environment. Provided ongoing support and changes for a year, then managed a gradual transition to a modern platform maintained by an external party.

Business continuity preserved, with a clean handover to a sustainable long-term setup.

Website Rescue & Relaunch

A website had been left half-finished by a previous agency — stuck on an “under construction” page with no path forward.

Took over the abandoned project, resolved open issues, and brought the site live. Then managed the migration to a more modern platform to address remaining technical debt.

Site went from permanently “under construction” to live and operational.

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