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USPTO Patent Rankings Data through Dec 31, 2025
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Andrew Mark Ayers — 2 Patents in 2021

CLContactengine Limited: 2 patents #1 of 3Top 35%
Northampton, GB: #2 of 18 inventorsTop 15%
Overall (2021): #181,693 of 548,734Top 35%
2 Patents 2021

Issued Patents 2021

Showing 1–2 of 2 patents

Patent #TitleCo-InventorsDate
11157706 Omnichannel data communications system using artificial intelligence (AI) based machine learning and predictive analysis Giles Bryan, Mark Kingsley Smith 2021-10-26
11017176 Omnichannel data communications system using artificial intelligence (AI) based machine learning and predictive analysis Giles Bryan, Mark Kingsley Smith 2021-05-25

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