Industrial AI Beyond the Dashboard: How to Build a Governed Decision Loop
How manufacturers can connect signals, operational context, decision ownership and feedback to move industrial AI from insight to governed action.
Read insightInsights
Better questions. Better use of public evidence.
Practical guidance for industrial leaders who need to assess capabilities, claims and competitive signals without overstating what the evidence proves.
What Does a Factory Expansion Announcement Actually Prove? ASML's New Campus as a Case Study
A construction milestone signals investment, not current production. How to interpret public information about ASML's planned Eindhoven campus.
Read insightA Factory Opening Is Not the Same as Full Production: Infineon's Smart Power Fab
Infineon's new Dresden fab illustrates the difference between a factory opening, a capacity ramp-up and sustained commercial deliveries.
Read insightFrom Pilot Batches to Commercial Scale: How to Assess a Battery Factory
A battery factory's announced GWh target is not actual output. The EU Battery Booster Facility highlights the difficult step from pre-series to commercial production.
Read insightASML's Capacity Plans: How to Read a Semiconductor Manufacturing Forecast
ASML disclosed planned EUV and DUV capacity growth. We examine the difference between production capability, orders, deliveries and scenarios under investigation.
Read insightWhat Is Industrial Competitive Intelligence?
A practical guide to evidence-led competitor research for industrial decision-makers.
Read insightWhat Public Images Can Reveal About Industrial Capabilities
How to use public photographs and video as technical evidence without overstating what they prove.
Read insightHow to Separate Evidence, Assessment and Inference in OSINT
A clear framework for keeping public-source conclusions traceable and proportionate.
Read insightHow Industrial Companies Unintentionally Expose Competitive Information
Common public information exposures—and how to review them without resorting to invasive monitoring.
Read insightResearch topics
Begin with the decision.
Industrial competitor analysis
How industrial competitor analysis supports defined decisions: capabilities, expansion and market position, with sources, uncertainty and clear limits.
Technology scouting for industrial decisions
Technology scouting for industrial choices: compare approaches, maturity signals and technical claims without treating patents or prototypes as production.
Supplier research from public sources
Public-source supplier research can clarify visible capabilities and relationships before procurement decisions, while stating what remains unverified.
Your company's public information profile
Review what your website, official channels and public imagery may reveal together. A defensive, fixed-scope scan for your own company from €499 excl. VAT.