For owners and managing directors of industrial companies. Two questions sit on the same desk: where is the next profitable growth, and what in the operation is holding it back?
Every question on this page lands in one of three places in your P&L and balance sheet. Some are growth questions, some are operations questions.
Dependence on a few customers and sectors makes every loss expensive and every plan uncertain.
Quotes, variants and service depend on experienced people who are hard to replace.
Engineering-heavy quoting slows sales down, often more than production does.
ERP and stand-alone tools barely connect, and every improvement starts with a workaround.
We connect market and competitor knowledge with your numbers and your capabilities.
Industrial Growth Diagnostic: 14 days, one on-site day, up to three prioritized opportunities. €4,900 net.
See the Industrial Growth Diagnostic →We redesign the workflows that limit growth today and bring them into production with AI.
When old systems are the constraint, it starts with Modernization.
Explore the AI Operating System →Three services that connect. You do not have to start at the beginning.
You want to grow, but you do not know which market, segment or offering is worth it.
Growth & Performance →You know which workflow is too costly, too slow or too error-prone.
AI Operating System →Old systems block every improvement, and the knowledge sits with a few people.
Modernization →A German Mittelstand manufacturer with a nine-year-old booking and spare-parts system. Takeover and staged migration, without stopping the operation.
Read the case →Built for a global heating and cooling manufacturer and rolled out across several markets.
See the engagements →Why most AI initiatives never change the economics, and what does.
Get the ebook →The method behind running better, in one book.
See the book →Short, practical pieces on growth, operations and AI.
Read the insights →Free editions for mechanical engineering and for the electrical and digital industry, with every tool as a file.
Open the briefing (German) →In 20 minutes we work out whether your question is about growth or about the operation, and what a sensible first step is.
A convincing AI agent demo says little about how it will handle incomplete, contradictory and high-risk operational exceptions. Learn how to build a versioned evaluation harness for safer agentic AI testing before granting workflow write access.
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Oct 5, 2026A clean SAP core is not merely an S/4HANA maintenance objective. It determines whether AI agents and process automation can act reliably, safely, and with business context.
Oct 2, 2026For German, Austrian and Swiss manufacturers, embedded AI is becoming a product security and lifecycle question, not merely an innovation initiative. Understand why vulnerability handling, secure updates and technical evidence must shape AI product delivery from the start.
Sep 30, 2026AI procurement cannot end with a contractual compliance clause. Learn how a reusable supplier evidence pack gives mid-market organisations practical control over models, agents and copilots before they enter production.
Sep 28, 2026Production AI agents can fail while still taking actions. Learn how to design an AI tabletop exercise that stops unsafe behaviour, preserves evidence, restores known-good workflows and reconciles affected transactions.
Sep 25, 2026