
Manufacturing Operational Analytics Platform
Unifying ERP, SCM, machine controllers and workforce data into real-time plant dashboards using a 4M traceability framework.
Read case studyEach engagement below started with fragmented data and ended with a platform our client's teams use every day. Manufacturing, banking, healthcare, automotive, ITSM and sports — the challenge, what we built, and the measured result.

Unifying ERP, SCM, machine controllers and workforce data into real-time plant dashboards using a 4M traceability framework.
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An ensemble ML scoring platform that predicts purchase, churn and upsell readiness, delivering a 2–4x conversion lift.
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A data fabric unifying Workday, Salesforce and Splunk with native CMDB data to power domain analytics apps and conversational AI.
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Dealer scorecards, warranty analytics and parts demand forecasting for an OEM network, cutting manual reporting effort by 70%.
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Context-aware anomaly scoring with LLM-generated alert narratives, cutting false positives by over 40%.
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A modular digital-lending stack with LOS/LMS apps, automated KYC document extraction and agent-incentive forecasting.
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Fusing sales, prescription, claims and market data into segment penetration tracking and competitor benchmarking for pharma and medtech.
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