Seeq has been named a Front Runner in the inaugural Industrial AI: Advanced Analytics Solution Selection Matrix (SSM), a ranking by LNS Research. This is a major endorsement that positions the company as a market leader in one of industrial technology’s fastest-growing segments.

LNS Research cited Seeq’s category-leading product innovation, human-centered design, partner-friendly architecture, and strong customer focus as key factors behind the recognition.

The research and advisory firm evaluated seven vendors in the Industrial AI: Advanced Analytics market, a space defined by decision-intelligence software that combines data collection, machine learning, analysis, and visualization to support a wide range of industrial use cases.

The report praised Seeq’s comprehensive data connectivity and contextualization capabilities, its support for multiple levels of analytics, and its ability to enable robust machine learning across diverse applications. LNS Research also highlighted Seeq’s emphasis on keeping humans at the center of decision-making, empowering subject matter experts to amplify their domain knowledge with AI-driven insights.

Customer focus emerged as a defining differentiator

According to LNS Research, “a defining strength of Seeq is its customer-centric product roadmap strategy. In addition to actively listening and collaborating with its user base, many Seeq employees across departments come from industry, enabling Seeq to align its roadmap with identified gaps and industry needs.

"A key example is the introduction of its AI Assistant and extensive training resources, aimed at addressing the relatively steep learning curve highlighted by customers. Another recent example is the release of the GxP-ready Seeq for Pharma Analytics & AI Suite, developed specifically in response to customer requirements for validated environments.”

LNS Research further underscored the company’s loyalty among users, stating: “Seeq’s dedicated focus on meeting the specific needs of process experts has earned it a loyal user base and following—a rarity in industrial software.

"Engineers incorporating Seeq into their day-to-day work report improved productivity and find it less incentivized to revert to traditional spreadsheet-based analysis. This stickiness has been a strategic asset for the company, with power users effectively serving as its champions and playing a key role in Seeq’s sustained leadership in this category.”

“We are honored to be recognized by LNS Research for our leadership in the industrial analytics and AI market,” said Lisa Graham, CEO of Seeq. “This recognition validates the progress we’re making alongside key partners to generate measurable value from industrial analytics and AI for manufacturing organizations around the globe.”

LNS Research based its assessment on its “3P Evaluation Model,” which measures vendors on Product, Potential, and Presence in the Industrial AI: Advanced Analytics market.

The Front Runner designation adds to a growing list of industry accolades for Seeq in 2025, including recognition as a Leader in the Verdantix Green Quadrant for Industrial AI Analytics, Frost & Sullivan’s Customer Value Leader for the Global Advanced Industrial Analytics Market, and the IoT Analytics Innovation Award from the IoT Breakthrough Awards.