Startup

Patented: Topgolf’s Golf Ball With Electrical Components—and More North Texas Inventive Activity

Dallas-Fort Worth ranked No. 10 for patent activity out of 250 metros for the week of March 3 with a total of 102 patents granted.
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Calendar: Not-to-Miss Events for Innovators in Dallas-Fort Worth
North Texas has plenty to see, hear, and watch. Here are our editors' picks. Plus, you'll find more selections to "save the date."
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Opportunities for North Texas Innovators
You'll find deadlines coming up for a new accelerator program; and many more opportunities.

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Nominations for AI 75 2026 are open now. Deadline: Dec. 19, 2025.
Meet the 2026 AI 75 Innovators: From the C‑Suite to the Lab Bench in Dallas-Fort Worth
4Minds goes beyond RAG. The platform leverages a patented, GPU-accelerated knowledge graph that uncovers deep contextual relationships across enterprise systems and data sources, including business applications, documents, and collaboration tools. This approach reduces hallucinations and enables deeper reasoning across enterprise data. Models built on 4Minds become durable enterprise assets that continuously and automatically fine-tune in real time as new data is generated, without repeated retraining cycles or operational overhead. The company has filed over a dozen patents in frontier technology.”
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Patented: IBM’s Simulated State of a Digital Twin as Password and More North Texas Inventive Activity

Dallas-Fort Worth ranked No. 9 for patent activity out of 250 metros for the week of Feb. 24 with a total of 142 patents granted.
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Patented: Rapid Generation of Custom-Fit Garment Patterns From 3D Body Scans and More North Texas Inventive Activity
Dallas-Fort Worth ranked No. 10 for patent activity out of 250 metros for the week of Feb. 17 with a total of 147 patents granted.
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Patented: Toyota’s Vehicle Heart Rate Detection Device and More North Texas Inventive Activity
Dallas-Fort Worth ranked No. 8 for patent activity out of 250 metros for the week of Feb. 10 with a total of 180 patents granted.
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North Texas’ Topaz Labs Teams With NVIDIA to Cut the Cloud Out of Pro-Grade AI Image and Video Processing
by | Mar 5, 2026
Designed as foundational technology, the Emmy-winning company's new NeuroStream slashes computing demands by up to 95%, bringing large models to everyday desktops and Macs.
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Patented: Rivian’s Simultaneous Charging and Power Export, Plus More North Texas Inventive Activity

Dallas-Fort Worth ranked No. 10 for patent activity out of 250 metros for the week of Feb. 3 with a total of 103 patents granted.
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Houston’s Bot Auto Partners With Ryan on ‘Humanless’ Freight Runs Between Dallas and Houston
by | Feb 25, 2026
Founded in 2023 by the co-founder and former CTO of TuSimple, Bot Auto will soon be adding to a growing array of "trucker-out" 18-wheeler operations flowing in and out of Dallas-Fort Worth. Its competitors operating in North Texas include Aurora, Gatik, Torc Robotics, Kodiak Robotics, Waabi, and Volvo Autonomous Solutions.
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The Last Word: MagnifyAI Founder on His Company’s Evolution from ‘Execution Partner to Capital Allocator’
by | Feb 25, 2026
Andrew Sanderson launched the firms' venture arm today pairing capital with know-how for startups ready to scale.
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The Last Word: LFG Ventures’ Managing Partner on Tracking ‘Where Frontier Tech Is Really Moving’

by | Feb 24, 2026
The Dallas firm's weekly newsletter The Markup delivers insights on private markets and pre-IPO deals.
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Dallas-Based WATTER Named a BloombergNEF Pioneers Finalist
by | Feb 24, 2026
WATTER—a startup whose high-tech water heaters use wasted heat from compute devices to heat water in homes and businesses, while reducing demand on the grid—is one of 29 Pioneers finalists selected in this year's competition. Other finalists include Austin-based BASE Power, which expanded to Dallas last summer.
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Mark Cuban to Headline Convergence AI Dallas 2026
by | Feb 19, 2026
Leaders from Google, Palantir, Khan Academy, AECOM, and Fujitsu Intelligence join the March 30–31 Irving Convention Center lineup focused on enterprise AI.
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Texas A&M Launches New Entrepreneurship and Innovation Center at the ‘Geographic Center’ of the Texas Triangle
by | Feb 19, 2026
The new center readies students for venture creation and business acquisition in an AI-driven economy. Texas A&M’s Mays Business School has tapped startup founder and former Merlyn for Education CEO Levi Belnap as executive director, building on last year's appointment of “the nation’s first dean of AI."
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