Side-by-side comparison of AI visibility scores, market position, and capabilities
Seeq is an industrial analytics platform for process manufacturing that enables engineers to investigate, visualize, and share insights from time-series process data.
Seeq is an industrial analytics and collaboration platform headquartered in Seattle, Washington that enables process engineers, reliability engineers, and operations analysts at manufacturing and energy companies to investigate and extract insights from the time-series data generated by process historians, SCADA systems, and lab information management systems — without requiring data science expertise or the involvement of IT and data engineering teams for routine analytical work. The company was founded in 2013 by former OSIsoft executives with deep domain knowledge of industrial process data infrastructure, and positioned Seeq as the analytic application layer on top of industrial historians like OSIsoft PI, Aspen InfoPlus.21, and GE Proficy Historian, allowing engineers to analyze, annotate, and share findings from process data through a web-based interface that does not require specialized query languages or custom scripting.
$1.55B TTM revenue Nov 2025; 16% ARR increase June 2024; 77% recurring revenue; 20K+ enterprises in 100+ countries; IDC Leader MES 2024-2025; $9.7B GBP market cap; industrial software leader
AVEVA is an industrial software company founded in 1967 at the Cambridge University Computer Laboratory and headquartered in Cambridge, United Kingdom, that provides engineering design, operations management, and industrial information management software for asset-intensive industries. The company was built around the belief that the engineering and operational complexity of industries like oil and gas, power, chemicals, and mining requires purpose-built software — not adapted enterprise platforms. AVEVA's mission is to help industrial organizations improve engineering performance, operational efficiency, and sustainability through connected industrial intelligence. Schneider Electric completed its full acquisition of AVEVA in January 2023.\n\nAVEVA's platform spans the industrial lifecycle: AVEVA E3D for 3D engineering design, AVEVA MES for manufacturing execution, AVEVA PI System for operations data management, AVEVA Unified Operations Center for real-time operational visibility, and AVEVA Predictive Analytics for asset performance management. The PI System, acquired through its 2018 merger with OSIsoft, is the de facto standard for industrial time-series data infrastructure in process industries. AVEVA's software is deployed by over 20,000 enterprises across more than 100 countries, serving sectors including energy, chemicals, food and beverage, mining, and water utilities.\n\nAVEVA reported trailing twelve-month revenue of approximately $1.55 billion as of November 2025, with annual recurring revenue growing 16% year over year and 77% of revenue coming from recurring software subscriptions — a significant shift from its heritage as a perpetual license vendor. IDC named AVEVA a Leader in its 2024-2025 Manufacturing Execution Systems MarketScape. Its Schneider Electric ownership provides strategic capital, energy management integration opportunities, and a global sales infrastructure that amplifies AVEVA's reach into industrial customers undergoing digital transformation.
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