Real AI engagements in industry. For ethical reasons, everything is anonymised by sector: no client names, no logos. We have no stake in the solutions we recommend. Figures are observed orders of magnitude, not promises.
Three engagements told in detail: the context, the lived pain, the approach, the result and what it changes for the teams.
In a metalworking SME, 151 ideas surfaced by the teams and structured into 34 prioritised use cases. A transformation that starts from the shop floor, not from a tool.
Read the study → Industrial site · Chemicals / energy (Seveso)On a Seveso-classified chemicals-energy site, an autonomous inspection robot to see and hear what human rounds cannot. Deployment under way, benefits being assessed.
Read the study → Industrial SMEIn an industrial SME, software that didn't talk finally connected: a planning issue unsolved for six years became actionable again.
Read the study →First dossier drafted in about ten minutes; formatting drops from roughly 80% to 20% of the time, the expert focuses on substance. The decision and batch release stay human.
Summary produced in 15 to 20 minutes, versus about 2 hours by hand.
Dossier generated in 1 to 2 h, almost hands-free, from the drawing; 10 work instructions captured in about 45 min; a tracking dashboard built in minutes.
A review that took 2 to 3 h is done in about twenty minutes; a controller saves a quarter of an hour from the very first use.
Real cases from Angle Intelligence engagements, presented anonymously (sector only). Names and logos are not published.
To understand the approach: the guide "AI in industry".
