What ports as-is
- One trace line per pipeline stage with correlation IDs
- Token and image cost capture from the provider's usage data
- A streaming endpoint that pushes stage progress and the running cost to the client live
AI crafted agents for business processes & workforce AI with Claude, Microsoft 365 and Microsoft Foundry

Built for Austrian small and mid-size companies: joint sessions surface the processes quietly eating hours each week, then Claude Cowork automations take them over, reaching your existing systems through MCP and into Microsoft 365.

Mid-size companies get what used to be enterprise-only: Claude Code and GitHub Copilot working on your actual codebase and conventions, delivered inside your business rather than handed over as a report.

When it has to hold at scale: every process mapped and scored by business impact, with the governance, evaluation gates, and audit trail an enterprise has to be able to show.