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Insights, best practices, and thought leadership on industrial AI, data automation, and digital transformation.

Knowledge Graphs as Strategic Enterprise Intellectual Property
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Knowledge Graphs as Strategic Enterprise Intellectual PropertyDeepIQ is founded on the premise that the enterprise knowledge graph is not a tooling layer but a strategic asset.READ MORE
Modernizing P&IDs for FDA-Regulated Manufacturing
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Modernizing P&IDs for FDA-Regulated ManufacturingWhy Lifecycle Management of Engineering Drawings Is a Compliance ImperativeSEE MORE
On the Design of Robust Industrial Knowledge Graphs: Key Recommendations
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On the Design of Robust Industrial Knowledge Graphs: Key Recommendations Industrial knowledge graphs have become an essential architectural component for organizations operating complex physical systems. Read More
DrawIQ by DeepIQ Featured in Independent Evaluation of AI-Powered Engineering Drawing Intelligence
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DrawIQ by DeepIQ Featured in Independent Evaluation of AI-Powered Engineering Drawing Intelligence - July, 2026DrawIQ has been featured in an independent comparison of leading AI platforms capable of interpreting complex industrial engineering drawingsRead More
DeepIQ Data Integrator Adds IP.21 Support
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DeepIQ Data Integrator Adds IP.21 SupportDeepIQ Data Integrator is DeepIQ’s managed data movement and pipeline operations layer. Read More
Integrating PI, P&ID, and Business System Data into a Unified Knowledge Graph Using DeepIQ
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Integrating PI, P&ID, and Business System Data into a Unified Knowledge Graph Using DeepIQDeepIQ provides a unified low-code/no-code environment for industrial data integration and knowledge graph creation.Read More
Digital Insight for Industry Transformation-1
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DeepIQ and OMV at World Oil Webinar

DeepIQ and OMV showcase a Gen AI solution that unifies drilling data and enables natural language insights to optimize well design, performance, and project costs. 

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DeepIQ and Weatherford Present CygNet Data Explorer
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DeepIQ and Weatherford Present CygNet Data Explorer

DeepIQ Cygnet integration focuses on leveraging Generative AI to transform user experiences within SCADA systems. 

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BHP, DeepIQ and SRK Co-Presented at the Future of Mining Conference
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BHP, DeepIQ and SRK Co-Presented at the Future of Mining Conference

BHP and DeepIQ, along with SRK, presented at the Future of Mining Conference on using Mineral AI for mineral prospectivity. 

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Maximizing the value of OT data with DeepIQ DataStudio (Data + AI) on AWS
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Maximizing the value of OT data with DeepIQ DataStudio (Data + AI) on AWS

Operational technology (OT) data refers to the data generated by sensors and other devices used in industrial settings to monitor and control physical processes.

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Why Enterprises Need to Rethink Operational Data Sharing
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Why Enterprises Need to Rethink Operational Data Sharing

DeepIQ empowers enterprises to adopt the convergent data lake model with confidence. 

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OMV Energy and DeepIQ Announce Collaboration with Microsoft to Deploy Agentic AI in OMV Energy Drilling Operations - September, 2025
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OMV Energy and DeepIQ Announce Collaboration with Microsoft to Deploy Agentic AI in OMV Energy Drilling Operations - September, 2025OMV Energy and DeepIQ are partnering with Microsoft to deploy Agentic AI across OMV’s drilling operations. The first solution, Well Construction Optimization, leverages historical well data, geological models, and real-time sensors to help engineers design wells smarter, safer, and faster.Read More
DeepIQ, Inc. Selected for the AWS Clean Energy Accelerator 4.0 | Generative AI for Energy
DeepIQ, Inc. Selected for the AWS Clean Energy Accelerator 4.0 | Generative AI for Energy - August, 2024DeepIQ, Inc. is one of 21 startups chosen from over 800 applicants worldwide to join the AWS Clean Energy Accelerator 4.0. This program supports enterprise customers in scaling decarbonization efforts and deploying clean energy solutions to help meet global energy needs. 
DeepIQ Achieves ISO/IEC 27001:2022 Certification – June, 2024
DeepIQ Achieves ISO/IEC 27001:2022 Certification – June, 2024We are thrilled to announce that DeepIQ is officially certified in ISO/IEC 27001:2022! This certification is a testament to our commitment to maintaining the highest information security standards. 
DeepIQ Participates in Weatherford FWRD Conference: Exploring GEN AI in Oil & Gas - June 19th, 2024
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DeepIQ Participates in Weatherford FWRD Conference: Exploring GEN AI in Oil & Gas - June 19th, 2024DeepIQ recently participated in the prestigious Weatherford FWRD Conference, collaborating with Weatherford and AWS to explore the transformative role of GEN AI in the oil and gas industry. Read More
DeepIQ Achieves SOC 2 Type II Compliance - April, 2024
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DeepIQ Achieves SOC 2 Type II Compliance - April, 2024DeepIQ is proud to announce that we are now officially SOC 2 Type II compliant! This certification marks a major milestone in our commitment to operational excellence and data security. Read More
Real-Time Data, Real Business Impact: How DeepIQ Enabled Operational Transformation at Grapevine Energy Holdings
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Real-Time Data, Real Business Impact: How DeepIQ Enabled Operational Transformation at Grapevine Energy HoldingsBy implementing an integrated, cloud-native data infrastructure with DeepIQ, GEH has achieved measurable operational improvements.Read More
Historian Integration with Data Lakes – Demo
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Historian Integration with Data Lakes – DemoDeepIQ makes it easy to integrate historian data like OSIsoft PI and IP.21 into your cloud data lake.Read More
Building Your Industrial Knowledge Graph: Comparing AI Driven Discovery, Vendor Models, and Self-Service Platforms
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Building Your Industrial Knowledge Graph: Comparing AI Driven Discovery, Vendor Models, and Self-Service PlatformsWhy the How of Graph Construction Dictates Business ValueRead More
DeepIQ–Databricks Energy Solutions Partnership Overview
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DeepIQ–Databricks Energy Solutions Partnership OverviewLeverage DeepIQ’s Databricks-native ingestion pipelines to consolidate OT, IT, and enterprise data, including time series from SCADA/DCS, geospatial wellbore trajectories, and ERP records, into your Lakehouse.Read More
Asset Hierarchies to Enterprise Knowledge Graphs
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Asset Hierarchies to Enterprise Knowledge GraphsThis post traces the evolution from hierarchies to graphs and offers a pragmatic roadmap to get there.Read More
DeepIQ Whitepaper – DataStudio vs AVEVA Connect
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DeepIQ Whitepaper – DataStudio vs AVEVA ConnectIndustrial DataOps Showdown: AVEVA Connect™ vs. Tenant-Native Stacks on Google, AWS and Azure Read More
Historian Integration With Cloud Data Lakes – Challenges and Best Practices
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Historian Integration With Cloud Data Lakes – Challenges and Best PracticesIndustrial data historians such as AVEVA’s OSI PI™, AspenTech’s IP21, Honeywell’s PHD, GE’s Proficy, and Canary Labs’ historian software are recognized as industry leaders in capturing and managing operational data.Read More
Cost Optimization Tips for AWS IOT Workloads: A Deeper Dive into Payload Optimization with Kepware IOT Gateway and AWS IoT Core
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Cost Optimization Tips for AWS IOT Workloads: A Deeper Dive into Payload Optimization with Kepware IOT Gateway and AWS IoT CoreCost Optimization for AWS IOT Workloads is a key topic when dealing with high-volume IOT workloads in production.Read More
Optimizing Edge Payloads for Cloud Costs: Payload Optimization with DeepIQ Edge or Kepware IoT Gateway
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Optimizing Edge Payloads for Cloud Costs: Payload Optimization with DeepIQ Edge or Kepware IoT GatewayDeepIQ Edge software is designed to enhance data transmission reliability and optimize cloud expenses for industrial applications.Read More
Sustainable Oils, Inc: Revolutionizing Agricultural Operations with IoT and Cloud
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Sustainable Oils, Inc: Revolutionizing Agricultural Operations with IoT and CloudDeepIQ’s solution for Sustainable Oils involved implementing their advanced DataStudio platform on AWS, which provided comprehensive data integration and analytics capabilities.Read More
Using Snowflake as Your Time Series Database
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Using Snowflake as Your Time Series DatabaseDeepIQ’s DataStudio supports data ingestion into Snowflake in both Spark Batch and Streaming modes.Read More
SAP & PI System Integration
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SAP & PI System IntegrationAre you frustrated with IT/OT data integration related challenges? Read More
Predictive Maintenance
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Predictive MaintenanceAre your AI models struggling to meet your predictive maintenance goals due to a lack of failure data for model training?Read More
Master Data with DataStudio
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Master Data with DataStudioHow to Automate Data Reconciliation for Large, Multi-Variate Data SetsRead More
Ingesting Data from SAP using DataStudio
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Ingesting Data from SAP using DataStudioDeepIQ’s DataStudio provides comprehensive capabilities to augment your digital transformation with SAP data. Read More
Data science for industrial digital transformation Hype or Hallelujah? – Part 3
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Data science for industrial digital transformation Hype or Hallelujah? – Part 3This article is a continuation of Are your industrial data science models field ready? – Part 2:Read More
Data science for industrial digital transformation Hype or Hallelujah? – Part 2
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Data science for industrial digital transformation Hype or Hallelujah? – Part 2This article is a continuation of Are your industrial data science models field ready? – Part 1Read More
Data science for industrial digital transformation Hype or Hallelujah? – Part 1
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Data science for industrial digital transformation Hype or Hallelujah? – Part 1How Low is Too Low for R2Read More
Geospatial Analytics at Scale
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Geospatial Analytics at ScaleHow Low is Too Low for R2Geospatial Analytics at ScaleRead More
Enhancing Ignition SCADA with contextual data and ML capabilities via cloud data lake integration
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Enhancing Ignition SCADA with contextual data and ML capabilities via cloud data lake integrationIgnition SCADA by Inductive Automation is a comprehensive, industrial-grade software platform for building and deploying powerful HMI, SCADA, and IIoT solutions.Read More
DeepIQ DataStudio vs Rockwell FactoryTalk DataMosaix
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DeepIQ DataStudio vs Rockwell FactoryTalk DataMosaixFactoryTalk DataMosaix is Rockwell’s new IT-OT integration platform.Read More
Simplifying M&A Data Integration
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Simplifying M&A Data IntegrationValaris plc is one of the world’s largest offshore drilling companies, with operations across 6 continents and a diverse rig fleet of ultra-deepwater drillships, versatile semisubmersibles and modern shallow-water jackups.Read More
Deep Learning on Cloud: Reducing cloud costs using the right approach
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Deep Learning on Cloud: Reducing cloud costs using the right approachDeepIQ is a self-service {Data + AI} Ops app built for the industrial world.Read More
Moving Operational Data into AWS at Scale in less than 60 minutes
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Moving Operational Data into AWS at Scale in less than 60 minutesWith DeepIQ’s DataStudio, moving your IoT data into AWS from your diverse industrial technology and network landscape is a simple task with no code development requirementRead More
DeepIQ Achieves AWS Foundational Technical Review Approval – March 2nd, 2023
DeepIQ Achieves AWS Foundational Technical Review Approval – March 2nd, 2023We are thrilled to announce that DeepIQ, a leading provider of AI-powered DataOps platform for businesses, has achieved AWS Foundational Technical Review (FTR) approval. 
DeepIQ to Speak 2022 AIChE Spring Meeting in San Antonio, TX. – April 13th, 2022
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DeepIQ to Speak 2022 AIChE Spring Meeting in San Antonio, TX. – April 13th, 2022DeepIQ with be presenting "Data Science for Industrial Digital Transformation Hype or Hallelujah?" at the 2022 AIChE Spring Meeting in San Antonio, TX.Read More
DeepIQ to Speak at the Future of Mining Conference in Australia – March 28/29th, 2022
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DeepIQ to Speak at the Future of Mining Conference in Australia – March 28/29th, 2022DeepIQ with our customer BHP and partner SRK Consulting will be presenting the multiple approaches to support the discovery of large porphyry copper deposits in a well-explored region in the northern Chilean Andes, and how the same approach might also be used to good effect on other projects in the future.Read More
DeepIQ is Cloudera Data Platform (CDP) Technology Certified - January, 2022
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DeepIQ is Cloudera Data Platform (CDP) Technology Certified - January, 2022 DeepIQ is proud to announce that our software is certified on Cloudera Data Platform (CDP). CDP combines the best of Hortonworks' and Cloudera's technologies to deliver the industry's first enterprise data cloud.  Read More
New Case Study - December 7th, 2020
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New Case Study - December 7th, 2020 DeepIQ is proud to announce that our software is certified on Cloudera Data Platform (CDP). CDP combines the best of Hortonworks' and Cloudera's technologies to deliver the industry's first enterprise data cloud.  Read More
New Webinar Simplified Analytics at Scale from Industrial Data on Azure - August 26th, 2020
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New Webinar Simplified Analytics at Scale from Industrial Data on Azure - August 26th, 2020Please join us for a webinar with our partner Microsoft Azure. Learn how subject matter experts can deliver value at scale from industrial data sources including operational time-series and geospatial data sources using DeepIQ’s self-service analytics software.Read More
Webinar Integrating OT/IT Data in Cloudera for Advanced Analytics - August 13th, 2020
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Webinar Integrating OT/IT Data in Cloudera for Advanced Analytics - August 13th, 2020This webinar showcases DeepIQ, a self service analytics application that runs natively on Cloudera platform for IT-OT convergence. It features a live demo and Q&A for both IT and operational teams.Watch Now
DeepIQ Announces ISV Partnership with Databricks – June 2020
DeepIQ Announces ISV Partnership with Databricks – June 2020DeepIQ announces that we are now a Databricks Independent Software Vendor (ISV) partner. Founded in 2013 by the original creators of Apache Spark™, Databricks has more than five thousand organizations worldwide using it’s unified platform for massive-scale data engineering, collaborative data science, full-lifecycle machine learning and business analytics.
DeepIQ is Featured in the OSDU Newsletter – May 2020
DeepIQ is Featured in the OSDU Newsletter – May 2020DeepIQ is a proud partner of the Open Subsurface Data Universe. The OSDU Data Platform R2 is now available. We are very excited to help create a standard data platform that will accelerate the deployment of our DataStudio software.DeepIQ has a spotlight in the most recent newsletter. Please check us out here.
DeepIQ Announces Partnership with OSIsoft – February 2020
DeepIQ Announces Partnership with OSIsoft – February 2020DeepIQ is pleased to announce an important partnership with OSIsoft that will help us support our common customers using the latest functionalities from OSIsoft’s PI System. The PI System is used by 65% of industrial users and deployed at over 20,000 sites worldwide. “Through our partnership, we aim to enhance the integration of DataStudio with OSIsoft’s PI System,” said Viswanath Avasarala, Founder and CEO of DeepIQ. “We look forward to leveraging OSIsoft’s vast knowledge and experience in the industrial space and co-presenting our customers’ success stories at PI World conferences soon.”
DeepIQ to Speak at the American Institute of Chemical Engineers Conference Southwest Process Technology Conference – September 2019
DeepIQ to Speak at the American Institute of Chemical Engineers Conference Southwest Process Technology Conference – September 2019DeepIQ has been invited to participate in the 11th Annual AIChe Southwest Process Technology Conference to held on October 1-2, 2019. The conference highlights eight core programming areas of chemical engineering and process technology. DeepIQ will speak on the topic of “Is Artificial Intelligence (AI) Creating Value for Your Business? Improving Chemical Processes Using IIoT, Big Data and Digital Twins.”
DeepIQ to Speak at the Inductive Automation Community Conference – August 2019
DeepIQ to Speak at the Inductive Automation Community Conference – August 2019DeepIQ will speak at the 2019 Ignition Community Conference in Folsom, CA. The widely attended conference brings together industry thought leaders and technology experts to discuss innovative applications and use cases that apply the latest in Big Data and AI advances. DeepIQ will showcase our DataStudio software and demonstrate how enterprise users can dramatically reduce time to market on Big Data projects with DataStudio's simple drag-and-drop ETL tool, creating complex workflows without writing a single line of code.
DeepIQ to Speak at the Dataworks Summit – May 2019
DeepIQ to Speak at the Dataworks Summit – May 2019DeepIQ has been invited by Cloudera to speak at the Dataworks Summit, the industry’s premier Big Data community event, in Washington D.C. The summit draws leading enterprises that use advance analytics, data science, and artificial intelligence to transform the way they deliver customer and product experiences at scale. DeepIQ’s presentation, titled Open Source Data Management for Industry 4.0.
DeepIQ to Speak at the American Institute of Chemical Engineers Conference 201 – April 2019
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DeepIQ to Speak at the American Institute of Chemical Engineers Conference 201 – April 2019At the invitation of DOW Chemical, DeepIQ is speaking at the 2019 American Institute of Chemical Engineers Conference (“AIChE”) in New Orleans, Louisiana on April 1, 2019. The AIChE Spring Meeting is the year’s key technical conference for practicing chemical engineers, where a wide range of subjects relevant to the current needs of industry is covered.Learn More
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