Side-by-side comparison of AI visibility scores, market position, and capabilities
Autumn Labs develops AI systems for predictive maintenance and asset health monitoring in manufacturing and industrial environments, helping facilities reduce unplanned downtime.
Autumn Labs is an industrial AI company focused on predictive maintenance and asset health monitoring for manufacturing facilities and industrial operators. Unplanned equipment downtime is one of the largest preventable costs in manufacturing—industry estimates put annual losses from unplanned downtime at hundreds of billions globally. Traditional preventive maintenance schedules service equipment at fixed intervals regardless of actual condition, often replacing parts that still have useful life while missing emerging failures between service events.
Boston industrial CAD/PLM software (NASDAQ: PTC); FY2025 8.5% ARR growth, Kepware/ThingWorx IoT divested to TPG (Nov 2025) under new CEO Neil Barua competing with Siemens Teamcenter for discrete manufacturer PLM.
PTC Inc. is a Boston, Massachusetts-based industrial software company — publicly traded on NASDAQ (NASDAQ: PTC) as an S&P 500 component — providing computer-aided design (CAD), product lifecycle management (PLM), application lifecycle management (ALM), service lifecycle management (SLM), and industrial IoT software to manufacturers across aerospace, defense, automotive, medical devices, and industrial machinery. In FY2025 (fiscal year ended September 30, 2025), PTC reported 8.5% ARR growth and 16% free cash flow growth, with Q4 FY2025 revenue up 39% in constant currency and 18% year-over-year. CEO Neil Barua took over from long-tenured CEO James Heppelmann in February 2024 and introduced the "Barua Blueprint" refocusing PTC on its core CAD/PLM/ALM/SLM strengths. In November 2025, PTC announced the divestiture of its industrial IoT assets — Kepware and ThingWorx — to TPG, sharpening its portfolio around design and lifecycle management software. PTC's product portfolio includes Creo (3D parametric CAD for mechanical engineers), Windchill (PLM for product data and process management), Onshape (cloud-native CAD platform), and Arena (cloud-native PLM/QMS).
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