Industrial AI - AI-aided Big Data and IoT analytics service for industrial automation and decision-making

Advanced data analytics service for
industrial automation and decision-making

  • Industrial IoT and Big Data processing
  • AI-enhanced modeling and simulation
  • Data-driven digital twins


  • Efficiency and cost analysis
  • Material flow optimization
  • Yield and throughput maximization
  • Monitoring and diagnosis
  • Quality management
  • Material and energy use reduction
  • Predictive maintenance
  • Demand prediction
  • Waste and pollution reduction

How it Works

Data Gathering historical data from production and maintenance logs, equipment logs, sensors, and meters; acquisition from SCADA, DCS, MES, and ERP, or directly from PLC, IoT gateways, raw logs, and databases
Modeling Creating digital twins with data-driven, logical and physical models, setting up simulation and data analytics services
Operations Integrating the services and digital twins into plant floor operations with live real-time data, batch data or manual input
Control Indicators, reports, alerts, and instructions for engineers, managers, and operators via Human-Machine Interface, or a direct feed of variables and instructions for automatic control
Improvement KPIs improvement achieved with better decisions and more accurate control; increased the efficiency or reduced the costs of core and supporting processes


  • Reduced downtimes and maintenance
  • Reduced energy consumption
  • Reduced defects and rework
  • Improved customer satisfaction
  • Reduced raw materials use
  • Reduced material flow
  • Increased throughput
  • Reduced waste and CO2
  • Reduced inventories


  • Manufacturing
  • Metals and Mining
  • Utilities and Telecom
  • Food and Beverage
  • Oil and Gas
  • Logistics
  • Pharmaceuticals
  • Chemicals
  • Marine


  • Low service cost, zero capital cost
  • Fast track from idea to ROI
  • In clouds, on-premises, and at the edge

We provide end-to-end solution
design, implementation, and support

Your data has value

We leverage this value for you

See benefits from day one

AISE Platform

AISE Stack
Ready-to-use software appliances, containers and packages for Artificial Intelligence, Machine Learning and Big Data
AISE MindMaster
A machine learning pipeline that enables quickly and easily research, develop and operate machine learning models.
AISE Simulator
An AI-aided advanced data analytics platform for modeling and optimization of business and industrial processes

Some of our users

Airbnb Airbus Accenture Microsoft Fujitsu EY PWC Deloitte General Motors Harvard University Stanford University Dow Chemical Zeiss Optics UnitedHealth Twitter

Jetware images have been incredibly helpful, and contribute enormously to our group’s research velocity

Gabriel Grand, Harvard School of Engineering and Applied Sciences