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FactoryTalk Analytics

rockwellautomation.com

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Spec score 7.7 #14 of 24 in IoT Analytics Software

What it is

FactoryTalk Analytics is Rockwell Automation’s portfolio of analytics products for industrial manufacturers, spanning descriptive through prescriptive analytics. Its stated aims include improving OEE, reducing downtime, and improving quality or processes. The family includes FactoryTalk Metrics, LogixAI, VisionAI, PavilionX, and GuardianAI, with near-real-time edge predictions and cloud-based lifecycle management. FactoryTalk Metrics analyzes equipment data to report OEE and quantify downtime causes. LogixAI builds and maintains models to predict process variables using ControlLogix tags and ControlLogix as its execution engine; Rockwell says it supports CompactLogix 5380 controllers and FactoryTalk Logix Echo emulation. VisionAI offers no-code inspection, defect classification, and root-cause analysis, connecting to cloud BI and MES/QMS systems through a bidirectional REST API and factory-floor systems through EtherNet/IP. GuardianAI monitors condition using drive data, while PavilionX adjusts targets with model predictive control. Pricing is on request, and the page does not specify one platform list for every product. FactoryTalk Metrics is scheduled to become unavailable after September 2028; Rockwell recommends migration to PLEX MES.

Spec sheet

Purpose
FactoryTalk Analytics provides industrial manufacturers descriptive through prescriptive analytics for improving OEE, reducing downtime, and improving quality or processes.Read 8 Oct 2026 · rockwellautomation.com
Integrations
VisionAI connects to cloud applications such as BI and MES/QMS through a bidirectional REST API and to factory-floor systems through EtherNet/IP.Read 8 Oct 2026 · rockwellautomation.com
Security
The VisionAI page says the product is built on SOC 2 compliant technology and identifies cybersecurity as a core principle.Read 8 Oct 2026 · rockwellautomation.com
Headquarters
Milwaukee, Wisconsin, United StatesRead 28 Sep 2026 · rockwellautomation.com
Founded
1903Read 28 Sep 2026 · rockwellautomation.com
Company
Rockwell Automation is headquartered in Milwaukee, Wisconsin, and its company history dates its founding to 1903.Read 8 Oct 2026 · rockwellautomation.com
DataView platforms
Rockwell's DataView documentation lists installer guides for Windows, CentOS, and RHEL; the product family page does not give one platform list for every Analytics product.Read 8 Oct 2026 · support.rockwellautomation.com
Edge analytics
The portfolio includes near real-time edge predictions with lifecycle management that uses the cloud.Read 8 Oct 2026 · rockwellautomation.com
GuardianAI
GuardianAI uses variable frequency drive data for condition monitoring and provides premier integration with PowerFlex 755, 755T, and 6000T drives for pump, fan, and blower applications.Read 8 Oct 2026 · rockwellautomation.com
LogixAI
LogixAI builds and maintains machine learning models that predict process variables, using ControlLogix tags as its primary data source and ControlLogix as its execution engine.Read 8 Oct 2026 · rockwellautomation.com
LogixAI compatibility
Rockwell says LogixAI supports CompactLogix 5380 controllers and FactoryTalk Logix Echo controller emulation software.Read 8 Oct 2026 · rockwellautomation.com
Metrics
FactoryTalk Metrics monitors and analyzes plant equipment efficiency, reports OEE, and helps identify causes of downtime and loss.Read 8 Oct 2026 · rockwellautomation.com
Metrics discontinuation
FactoryTalk Metrics is scheduled to be discontinued and unavailable after September 2028; Rockwell recommends migrating to PLEX MES.Read 8 Oct 2026 · rockwellautomation.com
Partner integrations
Rockwell says its technology stack and analytics are pre-integrated with partner solutions including PTC and Microsoft.Read 8 Oct 2026 · rockwellautomation.com
PavilionX
PavilionX uses model predictive control to adjust control targets in real time for objectives including cost reduction, lower emissions, consistent quality, and increased production.Read 8 Oct 2026 · rockwellautomation.com
Portfolio
The product family includes FactoryTalk Metrics, LogixAI, VisionAI, PavilionX, and GuardianAI.Read 8 Oct 2026 · rockwellautomation.com
Pricing
The product overview links to ordering options and consultant contact but does not state a FactoryTalk Analytics price.Read 8 Oct 2026 · rockwellautomation.com
Purchase options
Rockwell directs customers to its software portal for purchasing, subscriptions, license management, quoting, activations, and software updates; the product page lists no price.Read 8 Oct 2026 · rockwellautomation.com
Purchasing and support
Rockwell directs customers to its software portal for purchase, subscription, and license management, and to a local sales consultant to discuss software requirements.Read 8 Oct 2026 · rockwellautomation.com
Rockwell integrations
Rockwell says VisionAI uses FactoryTalk Hub for cloud access and is built around Allen-Bradley ASEM IPCs and Logix PLCs, with a FactoryTalk Optix object library for visualization integration.Read 8 Oct 2026 · rockwellautomation.com
Support and services
Rockwell offers consultant, implementation, hardware, software, and support services for analytics solutions.Read 8 Oct 2026 · rockwellautomation.com
VisionAI
VisionAI provides no-code machine vision inspection, defect classification, and root cause analysis for quality teams and plant operators.Read 8 Oct 2026 · rockwellautomation.com
VisionAI integrations
VisionAI connects to cloud analytics and MES/QMS through a bidirectional REST API and to factory-floor control systems through EtherNet/IP.Read 8 Oct 2026 · rockwellautomation.com

Strong points and limits

Strong points

  • Covers descriptive through prescriptive analytics
  • Metrics reports OEE and helps quantify downtime causes
  • VisionAI provides no-code inspection and defect classification
  • GuardianAI monitors variable frequency drive data
  • Near-real-time edge predictions with cloud lifecycle management

Limits

  • Pricing is available on request
  • FactoryTalk Metrics unavailable after September 2028

Who it suits

The portfolio is for industrial manufacturers seeking analytics across equipment performance, process prediction, machine vision, condition monitoring, and control targets. Its separate products and integrations may suit teams with different plant-floor needs.

Verdict

FactoryTalk Analytics spans several industrial analytics uses, with product-specific capabilities and integrations. Buyers should confirm pricing, deployment details, and the implications of the planned FactoryTalk Metrics discontinuation with Rockwell.

Where Specifiction places it

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