The ONLY Platform in the world that accurately Quantifies the Economic Impact of any deviation, exception, or event.
  • 3

    All exceptions and potential exceptions are turned into “Lost Profit-Opportunity (LPO)” units based on rules and associated with reason codes.

  • 2

    Library of Algorithms seek out correlations, anomalies in data and allow human expert like interpretation and prediction capability.

  • 1

    Library of Logic, rules, mathematics and statistics allow slicing and dicing of data, aggregation and disaggregation to provide deeper insights from different perspectives.

  • 0

    Library of object templates, detectors, rules, hierarchy management services seek out events, exceptions, and push notifications to relevant stake holders in right time within opportunity window.


dDriven’s digitalization platform is designed based on 1000’s of real use-cases from the manufacturing and production industry worked upon by the founding team over last 12 years.

It contains all the data-infrastructure and microservices to digitalize all types of physical or tangible entities such as motors, pumps, vessels, etc., and intangible entities such as functions, workflows, events, etc., in any manufacturing or production business.

It allows logical and multi-perspective aggregation and disaggregation of information along any paradigms or hierarchy allowing businesses to have a 50,000 ft. oversight and the ability to drill down across paradigm to the lowest level of details.

The platform is designed for the people who run Business, Manufacturing, and Engineering Operations. Solutions built on Unleash serve everyone from C-level users to plant operators. ​

​It is architected based on deep understanding of IT and OT data, functions, roles, workflows, KPI’s / KOP’s  and pain-points in manufacturing / production / logistics and business operations for specific verticals such as, ​

  • Oil & Gas and Petrochemical (Upstream, Midstream & Downstream) ​
  • Chemicals​
  • Metals​
  • Utility Scale Solar​
  • Marine

It is geared to leverage both Streaming & Historical Data from IT and OT systems​

  • IoT sensors, ​
  • Plant Automation Systems (e.g. PLC, SCADA, DCS),​
  • Manufacturing Execution Systems (MES), ​
  • ERP Systems (e.g. SAP FI/CO, MM, PM, etc.) ​
  • Trading Desk​
  • Image & Video​
  • Etc.

The platform can easily scale in terms of ​:

  • Data volume, ​
  • Number of data sources, ​
  • Number of physical assets, ​
  • Number of business and manufacturing functions, ​
  • Number of plants and business units, ​
  • Number of users,​
  • Etc.

dDriven Unleash encompasses a wide array of capabilities and technologies:​

  • It ingests data from a wide array of sensors / IoT gateways, Automation Systems, MES and ERP Systems and File Systems (e.g. Video Management Systems, etc.) ​
  • It unleashes and leverages the data with a myriad of technologies that allow for the creation of digital replicas of all tangible and intangible entities of the enterprise. These entities or objects aggregate and disaggregate following various hierarchies and paradigms present in the real business world.​
  • The entities are enhanced with layers of analytics providing deeper insights through multidimensional slice and dice, predictive foresight using machine learning and other advanced analytical techniques.​

The platform addresses business needs in four fundamental layers:​

ECONOMICS – The fourth layer provides quantified economic perspective to excursions and events helping business to prioritize interventions.   ​

FORESIGHT – The third layer adds capability to predict events, forecast trends, and provide human like interpretation of situations.​

INSIGHT – In the second layer, context and multi-perspective analytical insight is added to facilitate 360o (Degree Sign) view of any situation and drill-down(s) to the root cause(s).​

PULSE  – At the base layer, it provides a through and through visibility into operations. It brings out all the business and manufacturing process highlights to the right stakeholder at the right time.​


Drastic reduction of Lost Profit-Opportunity (LPO) and Operational Risk


Zero dead-band between an event or exception and decision


Course correction within opportunity window reducing loss and avoiding safety incidents


Strategic foresight into potential disruptions, and optimization opportunities across machines, fleets, plants, functions and business operations


Ranked economic perspective into current and potential deviations and events