Evidence · not vaporware decks

Programs where the KPIs moved

Each file is a real engagement—names and logos anonymized where required. You will see the constraint we inherited, the architecture bet we made on Ignition, and the number the sponsor signed off on.

VERTICALS F&B · AUTO · PHARMA PLATFORM IGNITION MES / SCADA PROOF PRODUCTION METRICS

Case studies are not marketing fairy tales. When a number appears here, it tied to a historian query, an SAP extract, or a time-study the continuous improvement team already trusted.