Impact & Metrics
Measurable business outcomes from technology rollouts — latency, uptime, and yield KPIs.
18% raw material savings
Reactor APC Optimization
APC and edge inference on a petrochemical reactor line — spec deviation and energy optimized together.
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Release time −62%
Automated Batch Release
Automated release in pharma via LIMS–MES event bus.
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IEC 62443 Level 3
OT Segmentation & SOC
Zone/conduit and live SOC at a steel plant without stopping production.
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OEE 71→89
Line OEE & Andon
12-line edge OEE and WebSocket Andon — shift sync with ERP.
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Unplanned downtime −31%
Edge AI Downtime Prediction
Fault prediction 14 days ahead from vibration and current — edge inference.
Case details →Sample SLA +45%
LIMS Throughput Gain
LIMS–MES bridge for sample SLA and automatic COA mapping.
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3 sites / 1 tenant
Multi-Site API Consolidation
Three plants on one GraphQL tenant — ERP and historian consolidation.
Case details →Alarm flood −40%
SCADA Alarm Rationalization
Water treatment SCADA alarm rationalization and remote monitoring API.
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