What AI knowledge systems actually deliver in mechanical and plant engineering: service, spare parts, documentation, regulation. With real figures, real costs and honest limits.
Around a quarter of revenue, but 30 to over 50 percent of profit: after-sales carries mechanical engineering. Where AI demonstrably works in service, what it requires - and which 2026/27 deadlines set the pace.
Our MCP server brings Outlook into MCP clients - email, calendar, folders and rules over the Microsoft Graph API, with OAuth and deeply nested folder hierarchies. MIT licence.
sevdesk integration for AI agents - contacts, invoices, receipts, orders, bank accounts. Written entirely in TypeScript, under an MIT licence.
MOCO's time and project management as an MCP connection for AI agents - projects, activities, invoices, master data. Written entirely in TypeScript, under an MIT licence.
codestra has been around since 2017 - and a great deal has shifted in the last two and a half years. The new site is the consequence of that, and the beginning of something we did not have before: a place where we think out loud.
A 30-minute first conversation. We listen and tell you whether an approach like one of these fits your case.
