Pharma • Quality Intelligence
Batch release delays & CAPA backlog → NLP on deviations + root cause graph.
−28% release cycle; −34% repeat deviations (2 sites).
Mini Case Notes (Anonymized)
Snapshots for boards and operating partners. Industries anonymized; metrics real.
Discrete Mfg • Predictive Maintenance
Unplanned downtime in 3 critical lines → sensor fusion + failure mode library.
+7.8 pts OEE; $18.4M annualized value.
Energy • Compliance Automation
Post‑incident scrutiny → evidence‑rich AI controls and audit trail.
Avoided penalties; regulator praise for transparency.