
AI Agents
AI agents for digital workflows with context, tool access, approvals and controlled working logic.
From first vision to scaled infrastructure: a focused look at the systems we build for partners and for our own future.

AI agents for digital workflows with context, tool access, approvals and controlled working logic.

Fine-tuning and model training with training data, synthetic examples, test sets and model comparisons.

Multi-agent systems for complex requirements with specialized roles, review steps and quality assurance.

Custom AI applications for internal tools, analysis interfaces and platform features with precise model logic.
Workflow automations for requests, leads, commerce, content, reporting and internal processes.

Open source business platforms with CRM, support, chat, project management, automation and analytics.

Managed cloud infrastructure across Hetzner, AWS, Google Cloud and Azure with monitoring, backups, deployments and security.

High performance hosting for websites with powerful servers, monitoring, German infrastructure and optional CDN integration.

WordPress maintenance for live websites with updates, backups, security measures and quality checks.

WordPress hacking recovery with analysis, cleanup, hardening and follow-up checks for compromised systems.

Payment integrations for shops and platforms with checkout flows, webhooks, status logic and system connections.
Tracking and analytics setups for websites, shops and products with event logic, tools and reporting.

Backtesting software and TradingView extensions for trading strategies, historical data, signals and evaluation.

Data migrations for system changes, relaunches and new platforms with mapping, cleanup and validation.

Web scraping setups for public sources, market monitoring, product data, prices and availability.