ThreadMoat
Structured intelligence on the companies reshaping engineering software and Industrial AI.
Explore the intelligenceIndependent analyst · Advisor · Host
I make sense of the companies, technologies, and decisions changing how physical products are designed, simulated, manufactured, and sustained.

Experience forged inside
The most consequential AI story is not a single copilot. It is the rewiring of the decisions, data, and feedback loops that turn an idea into a physical product.
I follow that transformation across the complete lifecycle—and separate the durable signal from the industrial hype.
One perspective. Four ways into the work.
Research, data, and conversations for the people building, buying, and investing in the future of engineering.
Structured intelligence on the companies reshaping engineering software and Industrial AI.
Explore the intelligenceDeep research on the history, strategy, architecture, and AI-driven future of PLM.
Read the researchCandid conversations with the founders and operators putting AI to work across engineering and manufacturing.
Listen to the seriesUnscripted debates with the people redefining PLM, product data, and the digital thread.
Watch on YouTube“AI is not replacing PLM. It is exposing every place where PLM was held together with Excel and goodwill.”
01Data before systems.
02Context before automation.
03Evidence before hype.
Independent since 2022
About Michael
Michael Finocchiaro is an independent industry analyst, consultant, and advisor with more than 35 years inside engineering software. His career spans IBM, Hewlett-Packard, PTC, and Dassault Systèmes.
Today he works across the startup, investor, software-vendor, and manufacturing communities—connecting market history with the emerging reality of Industrial AI.
Strategy · Speaking · Briefings
Looking for an independent read on an engineering-software market, startup, product strategy, or the impact of AI across the lifecycle?