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Educational resources to inform your industrial data strategy.

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Gartner^® Hype Cycle^TM

Download the Gartner Hype Cycle for Manufacturing Operations Strategy for a view of emerging tech, including Industrial Data Management and Machine Learning.

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Analyst Reports

AnalystReport-Gartner

Analyst Reports

Gartner^® Hype Cycle^TM

Download the Gartner Hype Cycle for Manufacturing Operations Strategy for a view of emerging tech, including Industrial Data Management and Machine Learning.

Read Abstract & Download

Analyst Report 1

Analyst Reports

IDC Innovators: Data-Driven Manufacturing Applications and Solutions, 2023

HighByte was selected as a 2023 IDC Innovator in data-driven manufacturing applications and solutions. Read the full report.

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Articles

Article-ETLSoftware

Improve industrial data integration with ETL software

Understand the challenges and limitations of ETL software for industrial use cases, including how integration of operational data demands OT solutions.

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Articles 1

Industrial DataOps: The Missing Link for Industry 4.0

Explore the ways Industrial DataOps transforms manufacturing by reducing complexity and making operational data ready for Industry 4.0 use cases.

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Blog Posts

Version 4.2: Scaling Industrial AI with DataOps + DevOps

Version 4.2: Scaling Industrial AI with DataOps + DevOps

Learn about the Industrial MCP Server, support for Git and OpenTelemetry, and other new capabilities in HighByte Intelligence Hub version 4.2.

Mid-Year Review: Emerging Tech & Trends in Industrial Data

Mid-Year Review: Emerging Tech & Trends in Industrial Data

Explore the industrial technology and trends shaping 2025, including Agentic AI, machine learning, data virtualization, and digital yield.

Case Studies

HighByte | Novotek Anglian Water Case Study

Anglian Water Case Study

Learn how Anglian Water uses HighByte Intelligence Hub to unify their data through a centralized, scalable architecture.

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HighByte Vivix Case Study

Vivix Case Study

See how Vivix reduced operational costs and increased productivity by leveraging Amazon Web Services (AWS) and HighByte to build their data foundation.

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Guides

Data-Driven Manufacturing

Data-Driven Manufacturing

Gain expert insights on structuring your industrial data for long-term success and competitive advantage from this comprehensive guide by IIoT World.

Standards and Interoperability Guide

Standards and Interoperability Guide

Get actionable insights on IIoT standards, architectures, and technologies by downloading this comprehensive guide by IIoT World.

Release Notes

HighByte Intelligence Hub version 4.2 beta release notes

HighByte Intelligence Hub Version 4.2

HighByte Intelligence Hub version 4.1 release notes

HighByte Intelligence Hub Version 4.1

Solution Briefs

HighByte Intelligence Hub Solution Brief for Snowflake

Solution Briefs

HighByte Intelligence Hub Solution Brief for Snowflake

Download this solution brief to learn about the features, benefits, and integration use cases for HighByte Intelligence Hub and Snowflake.

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HighByte Intelligence Hub Version 4.0 Solution Brief

Solution Briefs

HighByte Intelligence Hub Solution Brief

Download this solution brief to learn about the value proposition, core components, and system requirements for HighByte Intelligence Hub.

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Webcasts

IIoT World Manufacturing Day

The Connected Factory: Driving Real-Time Insights with OT Data and the Unified Namespace

Get Your Foundation Right

Get Your Foundation Right: How VIVIX Architected for AI Success with HighByte & AWS

White Papers

White paper 1

State of the Industry

Read this research report produced in collaboration with IndustryWeek to see why today’s high-performing manufacturers are adopting Industrial DataOps.

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White paper 2

DataOps: The Missing Link in Your Industrial Data Architecture

Learn the role DataOps plays in achieving Industry 4.0 at scale and see 5 required components of an effective DataOps solution in this white paper.

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