
AI agents in daily work: the real issue is control
Support tickets through to deployment, project work over MCP, invoices from the system. What goes wrong is rarely the model. It is shadow AI and costs nobody sees.
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SwitchingNot an ERP project. A move.Import your data, connect your inbox, get going.How switching works →Switching
SwitchingFrom Excel, single tools or a suiteExcel and single toolsHow things run today, what changesPlanning, time tracking, invoicing, service and AI agents. With the maths from our own operations instead of quoted surveys.
Lukas Ebner writes here. Co-founder of Leadtime, before that 13 years running an agency with 50 people.

Support tickets through to deployment, project work over MCP, invoices from the system. What goes wrong is rarely the model. It is shadow AI and costs nobody sees.
Read the articleWhy I recommend packages and fixed prices to IT service firms, with a worked example, and where time and materials stays more honest.

Where hours vanish between billable and billed, why a daily ring beats a monthly report, and which ratio is right.

What I learned in 13 years running a 50-person agency about tools meant to run a company.

The topics from the blog, and where Leadtime takes them on.
The calculator uses your own numbers to show how much time agents, one continuous process and automation free up. A model, with every assumption visible.