Indiana Patent of the Month – January 2026
Indiana-based tech firm DynamoEdge LLC has secured a landmark patent for its groundbreaking predictive AI technology. U.S. Patent No. 12518219, titled ‘Apparatus and method for processing sensor data to predict future outcomes’, introduces a sophisticated system for real-time data analysis. This invention marks a significant leap in how industries monitor and maintain complex hardware systems through edge computing.
Bridging the Gap Between Data and Action
The patented method utilizes advanced algorithms to process raw telemetry directly at the source. This edge intelligence allows for near-instantaneous analysis of sensor inputs from vehicles, industrial machinery, or network infrastructure. By identifying subtle patterns within massive data streams, the system can anticipate failures or performance drops before they happen. This shift from reactive monitoring to prescriptive insight ensures that operations remain seamless and efficient.
Real-World Applications and Scalability
From optimizing global logistics fleets to enhancing the reliability of fiber optic networks, the impact of this invention is vast. The technology empowers devices to perform self-healing diagnostics without requiring constant cloud connectivity. This reduces latency and saves energy while providing precise connectivity optimizations for individual users. By turning sensors into smart predictors, the company is reshaping the future of operational intelligence and consumer experience.
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The Research & Experimentation Tax Credit (or R&D Tax Credit), is a general business tax credit under Internal Revenue Code section 41 for companies that incur research and development (R&D) costs in the United States. The credits are a tax incentive for performing qualified research in the United States, resulting in a credit to a tax return. For the first three years of R&D claims, 6% of the total qualified research expenses (QRE) form the gross credit. In the 4th year of claims and beyond, a base amount is calculated, and an adjusted expense line is multiplied times 14%. Click here to learn more.
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