AI and automation
Quote Automation in Machinery Manufacturing: Five Applications, Costed
Five AI applications around enquiries and quotes in machinery manufacturing, with hours, setup costs and payback for a reference company of 100 staff.
A falling margin looks like a cost problem and is usually a process problem. Why treating symptoms treats the wrong thing, and what a real diagnosis delivers.

Many companies that come to us have already hired a consultant, sometimes several. What they do not have is a clear diagnosis.
That sounds simpler than it is, because the real problem is rarely the one that becomes visible first. A falling EBITDA margin looks like a cost issue but is usually a process issue. High employee turnover looks like an HR issue but is usually a leadership issue. A long time-to-market looks like a capacity issue but is usually a requirements-management issue. Whoever treats the symptom without knowing the cause always treats the wrong thing.
Nowhere is the wrong diagnosis more expensive than in automation projects. Automating a broken process gives you a faster broken process. The sequence decides the outcome: first the real bottleneck, then the governance, then the tools. Whoever starts with the tool usually just automates the chaos.
We built a format that delivers exactly this, the Quick-Check: five days, fixed price, a structured finding with a concrete action plan. No non-binding strategy paper for the drawer. No long implementation project before anything happens at all. An honest answer to the question of what needs to be done, and in which order.
One example: an expensive “capacity problem” turned out to be an approval problem. Three weeks of waiting time per order, caused by one single unclear responsibility. Cost of the solution: zero. It is just that nobody had asked before.
Curious where automation genuinely pays off in your processes? Book a demo or start with our ROI calculator.
Read on
AI and automation
Five AI applications around enquiries and quotes in machinery manufacturing, with hours, setup costs and payback for a reference company of 100 staff.
AI and automation
Five AI applications for order processing and purchasing in machinery manufacturing, costed: hours, setup, payback, and where automation does not pay.
AI and automation
Operating manuals, specifications, standards checks, translation, knowledge search: five AI applications for technical documentation at machine makers, costed.