Latest Insights
Deep-dive research on AI trends, market dynamics, and engineering software innovation. Published on Demystifying PLM.
The Industrial-AI Land Grab: 5 Acquisitions in 9 Weeks
Between mid-May and mid-July 2026, five industrial-AI companies were acquired — over $5.7B in disclosed deals. Every one sits on the operate-and-analyze side of the lifecycle, and the buyers reveal exactly where the consolidation is heading. We’d interviewed the founders of three of them before they exited.
The $1.57 Billion Shadow Ecosystem
Validation of direct contact with founders and analysis of where they are taking the market
Top 5 AI Trends Transforming Manufacturing in 2026
Authority about trends and major players in the Manufacturing space of Industrial AI startups
Top 5 AI Trends Transforming PLM and the Digital Thread in 2026
Authority about trends and major players in the PLM/MBSE/Digital thread space of Engineering startups
Top 5 AI Trends Transforming Engineering Simulation in 2026
Authority about trends and major players in the CAE/CFD/FEA/QC space of Simulation startups
5 Signals That Matter for Design Intelligence Right Now
Authority about trends and major players in the CAD space of engineering startups
Market Guides
Deep-dive answers to common questions about industrial AI and engineering software markets.
Browse the Startup Gallery
100+ industrial AI and engineering software startups — organized by investment thesis across CAD, PLM, simulation, robotics, and manufacturing.
Explore Gallery