Operations Analytics

Overview
Industry 4.0 technologies enable industrial companies to improve performance and accelerate growth. However, there is often a significant gap between strategic goals and the realities on the factory floor. That’s where we come in.

We help organizations bridge this gap by delivering operational analytics that are visible and actionable from executive leadership to machine operators and technicians.

Our methodologies apply across all industrial segments, including Semiconductor, Electronics, Automotive, Heavy Manufacturing, Pharma, Textile, and more.

With our services, customers increase productivity, improve quality, and reduce downtime.

Challenges
  • Migration feels complex, lengthy, and expensive
  • Little to no support for existing/older machines
  • Slow or difficult integration of new machines due to limited resources
  • Current analytics are inaccurate due to poor source data and manual processes
  • Partial analytics lead to missing true performance and availability insights
  • The need for machine learning exists, but teams lack the staff or expertise to execute 

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aiData Works Offerings 
  • Data acquisition from any machine
  • Large library of supported machine types
  • Integration with leading IT/OT systems
  • ML/AI-driven analytics
  • Overall Equipment Effectiveness (OEE) - Availability, Productivity, Quality, and Financial Analytics
  • MTBF & MTBA analytics
  • Financial analytics
  • Predictive maintenance
  • Complex event processing
  • Customizable dashboards
Our consulting services combine top technologies with deep industrial expertise to deliver complete operational, actionable, and financial analytics.
From OEE to MTBA, MTBF, Predictive Maintenance, and beyond, we support the full analytics spectrum, enabling customers to improve operations and achieve top performance. 

About Services/ Our Unique Value Add
aiDataWorks ensures your data is compliant, standardized, profiled, and governed - with the highest level of quality and expertise.
  • Top-quality delivery
  • Deep expertise across every technology we implement
  • High integrity - we treat your customers’ business as our own
  • Strong cross-technology experience from full-stack engineers turned consultants
  • Leading experts in data quality and governance

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