Market Perception Trends: Industrial AI Analytics Providers 2024

Access this research

Access all Industrial Transformation Leaders content with a strategic subscription or buy this single report

Need help or have a question about this report? Contact us for assistance

Executive Summary

This report is designed to help strategy executives, chief marketing officers and business development directors at industrial AI analytics firms understand their brand strength, in terms of preference and awareness, compared with their principal competitors. We conducted the brand awareness study as part of the upcoming Verdantix Global Corporate Survey 2024: Industrial Transformation Budgets, Priorities And Tech Preferences report, gathering the perspectives of 304 executives across 14 economic regions and 19 industries. Survey respondents are senior decision-makers within operations, engineering, maintenance, reliability, process safety and data science functions, with 77% of participants representing firms with revenues greater than $1 billion. Of the 12 vendors in the study, Verdantix finds that DataRobot leads in brand perception and brand awareness, while Cognite has the second-highest brand perception and SymphonyAI Industrial has the second-highest brand awareness. 
Corporate brand perception of industrial AI analytics vendors
DataRobot and Cognite lead brand perception among industrial AI analytics vendors, but overall brand awareness is low
Addressing low brand awareness requires strategic marketing measures to enhance customer understanding of industrial AI analytics
Figure 1. Industrial AI analytics providers: brand perception ranking 2024
Figure 2. Industrial AI analytics providers: brand awareness ranking 2024

About the Authors

Josh Graessle

Josh Graessle

Senior Manager

Josh is a Senior Manager at Verdantix, covering industrial transformation, with a focus on manufacturing operations management, industrial design and engineering, and asset ma...

View Profile
Malavika Tohani

Malavika Tohani

Research Director

Malavika is a Research Director at Verdantix, guiding research that explores how digital technologies and services are reshaping industrial operations to become safer, more ef...

View Profile

Other related content

Webinar
Industrial Transformation Leaders
Asset Performance Management Software
Asset Maintenance Software
How To Build A Business Case For Indust...

Industrial organizations are under increasing pressure to improve asset performance, workforce productivity and operational resilience. To address these challenges, many organizati...

Upcoming / 30 September, 2026

Webinar
Industrial Transformation Leaders
Industrial Analytics & Data Management
Digital Transformation Leaders
AI Platforms & Applications
Asset Maintenance Software
Asset Performance Management Software
Governance Without Guardrails: The Data...

Your organisation is investing in industrial AI. But without clear data ownership, quality standards aligned to operational risk, and governance built to scale, those investments a...

Upcoming / 23 September, 2026

Webinar
Industrial Transformation Leaders
Manufacturing Operations Management
Process Safety Management Software
Industrial Design Engineering Software
Industrial Analytics & Data Management
Quality Management Software
Field Services Management
Digital Transformation Leaders
Asset Performance Management Software
Asset Maintenance Software
AI Platforms & Applications
How To Build A Resilient Industrial Tec...

Most industrial firms can point to the platforms they've deployed: a historian, an EAM, a handful of analytics tools added at different times to solve different problems. Far fewer...

Upcoming / 01 September, 2026

Blog
Industrial Transformation Leaders
OT Cybersecurity: The Operational Conse...

OT cybersecurity safeguards the control systems, connected assets and operational networks that keep physical operations running safely and reliably. When those protections fail, t...

27 August, 2026

Webinar
Manufacturing Operations Management
Industrial Transformation Leaders
Industrial Analytics & Data Management
Digital Transformation Leaders
AI Platforms & Applications
Asset Maintenance Software
Asset Performance Management Software
How To Move Industrial AI From Pilot To...

According to Verdantix research, 51% of manufacturing leaders cite improving asset uptime as a high priority for the next twelve months, with a further 35% placing production and y...

20 August, 2026

Webinar
Industrial Transformation Leaders
Asset Performance Management Software
Asset Maintenance Software
Process Safety Management Software
Manufacturing Operations Management
Industrial Analytics & Data Management
Industrial Design Engineering Software
Quality Management Software
How To Build Industrial Agility Into Yo...

Industrial agility is emerging as a critical priority for industrial organizations as they navigate increasing levels of operational disruption. As a result, technology buyers are ...

19 August, 2026