Companies that transform operations data into intelligence gain a competitive edge.

Industrial leaders are under pressure to scale AI, improve operational performance, and deliver measurable business outcomes. This comprehensive buyer's guide explores the critical capabilities, technology requirements, AI considerations, and enterprise factors needed to select the right Industrial Intelligence Platform. Learn how to increase productivity, improve operational agility, accelerate innovation, and create sustainable competitive advantage across manufacturing and service operations.

Accelerate your path to intelligent operations

In this Tech-Clarity Buyer's Guide, learn how to evaluate Industrial Intelligence Platforms that help organizations connect disparate data sources, scale AI initiatives, empower frontline teams, and drive measurable improvements in quality, throughput, productivity, and profitability. Get the insights needed to make a confident technology investment and maximize long-term business impact.

"One core platform capability is data management and connectivity to a wide range of databases, not forcing us to use one. That’s a big plus point, since based on the use case, we separate critical vs. non-critical databases.” CR Charan, IoT Platform Team Leader, BAYER

Get Your Independent Tech-Clarity Research!

Tech-Clarity Buyers Guide - Industrial Intelligence Platform

Thank you for requesting the Industrial Intelligence Platform Buyer's Guide

Your journey toward intelligent, data-driven operations starts here. This independent Tech-Clarity research provides the insights and evaluation criteria you need to confidently assess industrial intelligence platforms and identify the capabilities that will deliver the greatest business impact.

Learn how leading manufacturers are improving productivity, accelerating AI adoption, reducing operational risk, and turning complex industrial data into trusted, actionable intelligence.

Next steps - ready to put these insights into action?

Assess your current readiness for AI and industrial intelligence
Identify the operational challenges that will deliver the highest business value when addressed
Evaluate your existing industrial data foundation and integration capabilities
Benchmark platform vendors against the criteria outlined in the guide
Build a roadmap to scale AI across manufacturing and service operations
Explore how a unified Industrial Intelligence Platform can accelerate time-to-value while reducing complexity and risk

Related resources

View all

All Resources

Webinar: Delivering Customer Value with the Next Evolution of Industrial AI

Hear practical lessons from the field and learn how organizations are preparing data, accelerating AI initiatives, and achieving faster time to value.
Webinar
Flipping the script: How IoT is transforming the service industry

By enabling remote diagnostics, ensuring a robust parts inventory and providing access to off-site expert assistance, service optimization has never been simpler.
Infographic
IMA Builds New Value for Themselves and Their Customers Using IIoT

Unlocking Efficieny Gains for Customers through Advanced Analytics and predictive Maintenance
Case study
ThingWorx Delivers IoT Business Transformation to Sysmex

Sysmex deployed the ThingWorx platform for its IoT business transformation, enabling transformative connected solutions and data analysis IoT previously beyond reach.
Case study
Webinar: What's New on ThingWorx Industrial Intelligence Platform

Join us for a customer-focused discussion exploring how manufacturers are turning industrial data into measurable business value. Hear practical lessons from the field on preparing data for AI, overcoming common challenges, and accelerating the journey from connectivity to actionable insights.
Webinar
Webinar: What's new on ThingWorx Industrial Intelligence Platform

Join us for a customer-focused discussion exploring how manufacturers are turning industrial data into measurable business value. Hear practical lessons from the field on preparing data for AI, overcoming common challenges, and accelerating the journey from connectivity to actionable insights.
Webinar
Velotic looks to the future: AI enters the heart of SCADA, historian, and the digital factory

Novotek Italy explores how Velotic's AI could transform SCADA, historian, and industrial software through intelligent alarms, AI agents, and more.
Blog
Drillmec Bores into the Future with IoT-enabled Insights

ThingWorx powers the next generation of service and engineering excellence in oil and gas exploration
Case study
Webinar: ThingWorx Innovation With Industrial IoT and AI
Webinar
See how ThingWorx 10.2 is advancing Industrial Intelligence

From IIoT to AIoT. ThingWorx 10.2 brings together industrial data, AI-powered insights, and intelligent applications to help organizations accelerate performance and scale innovation.
Video

Blog

Velotic looks to the future: AI enters the heart of SCADA, historian, and the digital factory

Novotek Italy explores how Velotic's AI could transform SCADA, historian, and industrial software through intelligent alarms, AI agents, and more.
Blog
Hyperscalability isn't about storing more data. It's about making industrial data accessible, contextualized, and AI-ready across the enterprise.
Blog
Rethinking MES deployment: cloud vs on-prem cost, risk & TCO explained
Blog
Introducing Velotic: Pioneering the Future of Industrial Software (from GE Vernova Proficy, PTC ThingWorx and Kepware)

Velotic is a new independent industrial software company formed from the combination of Proficy from GE Vernova and ThingWorx and Kepware from PTC.
Blog
Unlocking Strategic Potential in Food & Beverage and CPG: Redeploying IT Resources After the Cloud Transition

Unlocking Strategic Potential in Food & Beverage and CPG: Redeploying IT Resources After the Cloud Transition
Blog
Trusted MES Tools for Full Traceability and Genealogy in Regulated Manufacturing

Learn how MES tools support full traceability and genealogy with forward and backward lineage, batch records, audit trails, recall support, and compliance readiness.
Blog
Close the Gap Between Insights and Action
Blog
ThingWorx Supports CESMII Smart Manufacturing Interoperability

See how Velotic's CESMII integration building blocks for ThingWorx simplify interoperability, accelerate multi-site scale, and reduce custom integration work.
Blog
Connected Worker Manufacturing: why connected workers don't need more data—they need context

Discover why successful Connected Worker manufacturing strategies focus on operational context—not just data—and how Proficy helps improve productivity, quality, safety, and workforce performance.
Blog
Hyperscalability Isn’t About Storing More Data. It’s About Making Industrial Data Accessible, Contextualized, and AI-Ready Across the Enterprise.

Hyperscalability in manufacturing is no longer about storing more data. It’s about making industrial data accessible, contextualized, and AI-ready across the enterprise. Learn how modern historian platforms enable this shift.
Blog

Case study

IMA Builds New Value for Themselves and Their Customers Using IIoT

Unlocking Efficieny Gains for Customers through Advanced Analytics and predictive Maintenance
Case study
ThingWorx Delivers IoT Business Transformation to Sysmex

Sysmex deployed the ThingWorx platform for its IoT business transformation, enabling transformative connected solutions and data analysis IoT previously beyond reach.
Case study
Drillmec Bores into the Future with IoT-enabled Insights

ThingWorx powers the next generation of service and engineering excellence in oil and gas exploration
Case study
Driving Efficiency at Tofas with ThingWorx

Discover how the implementation of ThingWorx and DVM has enabled Tofaş to experience a great increase in efficiency, safety, savings, and energy optimization.
Case study
Streamlined Data Systems Accelerate Woodward’s Digital Transformation

Woodward, Inc. is the world's oldest and largest independent designer, manufacturer, and service provider of control systems and control system components.
Case study
Brembo Races Towards Digital Transformation with Innovative IoT Use Cases

Brembo scaled ThingWorx and Kepware use cases rapidly across their production lines and equipment, beginning with just three lines and working their way up to 75.
Case study
Carlsberg Leverages IoT to Improve OEE and Launch Their Digital Transformation Journey

To improve performance of their manufacturing lines, Carlsberg needed a consistent, streamlined solution for tracking production data across its 28 brewing facilities throughout the globe. Learn how they leveraged ThingWorx, Kepware, and Microsoft to improve OEE by unlocking real-time performance monitoring and predictive maintenance across brewing facilities.
Case study
Global packaging manufacturer improves efficiency and reduces downtime with industrial IoT

A leading packaging company leveraged Kepware to secure OT networks and unify data across all facilities—without replacing legacy equipment.
Case study
Sunbelt Rentals Transforms Its Business with IoT Fleet Management

Leveraging ThingWorx, Sunbelt Rentals aggregated all of their fleet’s telematics data onto a single platform and made it available across the enterprise.
Case study
Bell and Howell Drives Innovation with IoT Process Automation

Bell and Howell drives innovation using IoT process automation to deliver proactive service and predictive maintenance.
Case study

Industry analyst report

ThingWorx Leads Nucleus Research IIoT Value Matrix
Industry analyst report
ThingWorx Leads QKS SPARK Matrix for IIoT
Industry analyst report

Infographic

Flipping the script: How IoT is transforming the service industry

By enabling remote diagnostics, ensuring a robust parts inventory and providing access to off-site expert assistance, service optimization has never been simpler.
Infographic
AI Readiness Starts with Coordinated Execution

Learn how to scale AI with connected data, standardized work, and real-time insights.
Infographic

Video

See how ThingWorx 10.2 is advancing Industrial Intelligence

From IIoT to AIoT. ThingWorx 10.2 brings together industrial data, AI-powered insights, and intelligent applications to help organizations accelerate performance and scale innovation.
Video
Access insights from wherever you are

Learn how manufacturers deliver operational intelligence anywhere through industrial data management, visualization, connected operations, and enterprise-wide visibility.
Video
Act fast to improve productivity, quality, and safety

Learn how manufacturers improve productivity, quality, and safety through real-time visibility, connected worker strategies, digital workflows, and operational intelligence. Watch the three-part on-demand demo series.
Video
Connected Worker strategies: how to deliver context, visibility, and actionable insights across industrial operations

Learn how Connected Worker solutions improve productivity through contextualized industrial data, OT/IT convergence, operational intelligence, and AI.
Video
Speeding time to value demo series

Learn how manufacturers accelerate time to value through connected worker strategies, software adoption, change management, industrial data, and operational intelligence. Watch the on-demand demo series.
Video

Webinar

Webinar: Delivering Customer Value with the Next Evolution of Industrial AI

Hear practical lessons from the field and learn how organizations are preparing data, accelerating AI initiatives, and achieving faster time to value.
Webinar
Webinar: What's New on ThingWorx Industrial Intelligence Platform

Join us for a customer-focused discussion exploring how manufacturers are turning industrial data into measurable business value. Hear practical lessons from the field on preparing data for AI, overcoming common challenges, and accelerating the journey from connectivity to actionable insights.
Webinar
Webinar: What's new on ThingWorx Industrial Intelligence Platform

Join us for a customer-focused discussion exploring how manufacturers are turning industrial data into measurable business value. Hear practical lessons from the field on preparing data for AI, overcoming common challenges, and accelerating the journey from connectivity to actionable insights.
Webinar
Webinar: ThingWorx Innovation With Industrial IoT and AI
Webinar
Webinar: Eliminate Work Instruction Gaps to Improve Quality, Speed, and Compliance
Webinar
Connected Worker strategies: how to deliver context, visibility, and actionable insights across industrial operations

Learn how Connected Worker solutions improve productivity through contextualized industrial data, OT/IT convergence, operational intelligence, and AI.
Video

Industrial Intelligence Platform Buyer´s Guide