According to GlobalData’s company profile on HP, Device power optimization was a key innovation area identified from patents. HP's grant share as of January 2024 was 58%. Grant share is based on the ratio of number of grants to total number of patents.

System for redesigning parts based on sensor output data

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M4zjJrL8GfCBviBpb+LfGmq6kbzVH86JYdsb7OQGbehGCANoUABQuMggL0f7R3/JPNP8A+wrH/wCipa9A8Cf8k88M/wDYKtf/AEUtAHD3+m3nwc+D1zbeH459Q1NpWd7yK1LKjNktM6bmCKkaAZ5XcFJHJrkPAvwNTxPoY8QeLNSvluNSxcwJbTKXKP8ANvkdlbLNkHHbuckhfX/HXjrS/Aehm/vz5txJlbS0RsPcOOw9FGRlu2e5IB8o/wCE9+MXi/5fD3hv+zbd/wDSYLj7Lt3wn7q+bOfLfIZTlQCcZGBmgDn/AIg/Di4+E0+n+KfDeuTiMXYiiEoHnQuUJ+8BtdTtcEEDggEMCa9r17x9Do3wtj8XPFHFPdWUUtrbO4bM0qAonVSwBOTjB2qxA4rwT4j6V8Sv+Eet9X8cX/8Ao/2tbWKy85PvbHYSbIh5fTeNxO7t0xXYfFP/AJN68Ff9uP8A6SPQBj+BvhXqPxO8zxf4q1idbe9lYqYtpmuMZUnPKxqrAADaeFIAUbSbHjf4L6p4O+za54Eu9VuWi+SVI3/0uMtkb0MYUspBwQBkdeQTt9v8Cf8AJPPDP/YKtf8A0Utbk88Nrby3FxLHDBEheSSRgqooGSSTwAB3oA8f+JHg/V/G/wAPrLXdeMei6potld3FzZRqJ1kYAHAcPhQRED/FjfjnHPCfBr4Zf8JN9k8V/wBr/Zv7M1VP9F+zb/N8vy5Pv7xjO7HQ4xnmve/Gc8N18NPENxbyxzQS6PcvHJGwZXUwsQQRwQR3rg/2cf8Aknmof9hWT/0VFQB7BRRRQB8ueFtGb44fEHVtR17VZLa3hTelpHKpnWIkhI48rgInG5tvJI4y5I3PHPwM/wCEb0ePWvBt5qtzfWcqu0B/eTN8wCtEY0BDKeT7ZORtwbnjT4C3y6y2teCr2OF973P2WSTyWilDF1EDIoCjsoO3btHzc8c3/wAJH8Yvhx+81aO+uLFP30hv1+2Q/N8gDTKSV5Awocc44+bkA+h/Cs2sz+F9PfxDa/ZtXEQS6TzEfLqcb8p8vzY3YHTdjtXhGn6Nqnx88W3+rX+oT2PhzTpRFaRiHkoWzsXkqJCgBdstglOCuAPS28Z2Pjr4MeIdXsY5ISNMu4biB+TDKISSuejDDAgjqCM4OQPFPhx4L8eeI/D1xeeF/E39l2KXbRPD9vng3SBEJbbGpB4KjPXj2oA9A1n9m7R305/7D1m+ivlyV+3FJI34OFOxVK5OPm+bAz8prb+C3ji+8Q6XeaDr8sh1zSX2N542yyRfd+YE7i6sCrEgdUzliTXKf8Ks+L//AEPv/lYu/wD4it/4XfC7xJ4O8ZX2ua5qFjefarSSJnhmkkkaRpEcsxdBnO05Oc5NAHAeNv7Yb9o2+g0HjU7ny7WGT5/3Xm2ixtJlPmXYrFtw6bc84rtz+zpo9xZzSX/iLVbnV5d7veHZsaRiSGZCCx6jPz5PPIzxkf8AN3n+f+fCvf6APnT4VT6v4D+MF74DuZZJrO4eVdpYBdyx+ZHOFG7BaNQCoI+8M5KAV0/7Q3ii+0bw1p+j2MkkI1Z5RcSo+CYkC5j6ZwxkGSCOFIOQxrE/5u8/z/z4V6n4+8A6b8QNGjsr2WS3nt3aS2uYkUsjFSMHIyUJwSoIztHIxQB55of7O/hu40OyuL/W765upYlkeawmj8ht3I8vKElcEYbPPXAzgHwr8MeMfAvxA1XQpIJ7vw1/Hd/6uHeV3RyoG5ZsDYwQnBIyTtWuP/4Vv8WvA/Oh3U8trF/pbDTL4+WXHUGF9pkbCjjY24YHPSus+H3xj1r/AISWHwr46tJIryZ1hhuGtjDKJXOVWWPAGGDKAQoxxnIJYAG38cfiBceFNDt9J0i68jVtRyWkQjfBAOCw5yrMeFbHZ8EEA1geGP2c7CXQ4ZfE9/fRanJ87w2UsYSEHohJVtzDuQcc4GcZNf4p/wDJwvgr/tx/9K3r3+gD5kvLPV/gJ8QbW4t7uS58O6i/zLwzTQqRvVkyB5qBvlbgHPYFlHq/xlnhuvgxrFxbyxzQSpbPHJGwZXUzxkEEcEEd6w/2jv8Aknmn/wDYVj/9FS0eMv8Ak162/wCwVpv/AKFDQBxHw6+GVx8TNO/tzxTqd8lhbxJYWCQ4RykQAG0spURjkcA5beSQQd3sfw8+HNj8PbfU4rS6kunvbjf5si7WWJR+7jODglcsdwC53dOBVP4Jf8kh0L/t4/8AR8legUAFeIfHDxlqMuo2PgLw9N/peobUvBGyhm8whY4d275d3VgQMqyc4LA+314B/wA3ef5/58KANPSv2b9BXS7caxqupPqGzM5tJEWLd6KGQnA6ZJ5xnAzgcx4XvdX+C3xNTwxq99HJoOoOrGTICbXyqT4LDyyGXD5PRT97CGvpOvAP2mv+ZW/7e/8A2jQAftNf8yt/29/+0a9/rwD9pr/mVv8At7/9o17/AEAeAftNf8yt/wBvf/tGvT/iP4F/4WB4et9J/tH7B5N2tz5vkebnCOu3G5f7+c57V5h+01/zK3/b3/7Rr3+gD5A+GXwy/wCFjf2p/wATf+z/ALB5X/Lt5u/fv/21xjZ79a9A/aa/5lb/ALe//aNH7Mv/ADNP/bp/7Wo/aa/5lb/t7/8AaNAEnhr4PN4+t5/F/jPULuK71hxdW8FlKv7uJhlclw/G0qFUfdUAE54Xn7yz1f4CfEG1uLe7kufDuov8y8M00Kkb1ZMgeagb5W4Bz2BZR9N14/8AtHf8k80//sKx/wDoqWgDc+Ms8N18GNYuLeWOaCVLZ45I2DK6meMggjggjvUnwS/5JDoX/bx/6Pkrn/GX/Jr1t/2CtN/9ChroPgl/ySHQv+3j/wBHyUAHxt/5JDrv/bv/AOj465/wT4Z/4TH9nKx0D7Z9j+1eZ+/8rzNu27Z/u5Gc7cde9dB8bf8AkkOu/wDbv/6Pjo+CX/JIdC/7eP8A0fJQB4B4V+GX/CTfEPWvCn9r/Zv7M8//AEr7Nv8AN8uVY/ubxjO7PU4xjmvq/QtM/sTw9pmk+d532G0itvN27d+xAu7GTjOM4ya8Q+Fn/JwvjX/t+/8AStK9/oAK8A+J+v6j49+Itn8ONEvPLsBKqXrx7SHkGXck7vmWNRnZwd6sOSFx7/XgHws/5OF8a/8Ab9/6VpQBoX37N2j/ANhyLYazfHVxENkk5TyGkGM5ULuVTz/ESuc/NjB4P4az6vP8ftOGvSyS6pA89tctIwZt0Vs8eCw4YgIBuyc4zk5zX1XXgH/N3n+f+fCgDs/jb4q1rw14OVdEhu0lu3KT38MRK2sXAPzj/VuzMoU/72MEA1ynhj9nOwl0OGXxPf30WpyfO8NlLGEhB6ISVbcw7kHHOBnGT3/xE+Jul/D6ziEsf23U58GGxSTYSmcF2bB2rwQODk8AcMR5x/wlXxz8Tf8AIN0H+yvs/wDrP9DWDzN3T/j5Jzjafu9M89RQBzfiXw7ffAvxro+saVqkl3Z3TyERH927xKy74ZOCpBVk+bHXkKCor3P4j+Bf+FgeHrfSf7R+weTdrc+b5Hm5wjrtxuX+/nOe1fOHxN0rxzaf2XqPji/864vvN8m284N9n2bFb5UHlruGw/JnPfmvr+gD5A+GXwy/4WN/an/E3/s/7B5X/Lt5u/fv/wBtcY2e/Wvc/jb4q1rw14OVdEhu0lu3KT38MRK2sXAPzj/VuzMoU/72MEA1xn7Mv/M0/wDbp/7Wr0f4ifE3S/h9ZxCWP7bqc+DDYpJsJTOC7Ng7V4IHByeAOGIAOA8Mfs52Euhwy+J7++i1OT53hspYwkIPRCSrbmHcg45wM4yeT8S+Hb74F+NdH1jStUku7O6eQiI/u3eJWXfDJwVIKsnzY68hQVFdJ/wlXxz8Tf8AIN0H+yvs/wDrP9DWDzN3T/j5Jzjafu9M89RXn/xN0rxzaf2XqPji/wDOuL7zfJtvODfZ9mxW+VB5a7hsPyZz35oA+v6KKKACiiigDz/42/8AJIdd/wC3f/0fHXP/ALOP/JPNQ/7Csn/oqKug+Nv/ACSHXf8At3/9Hx1z/wCzj/yTzUP+wrJ/6KioA9gooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigDx/wDaO/5J5p//AGFY/wD0VLXQfBL/AJJDoX/bx/6Pkrn/ANo7/knmn/8AYVj/APRUtdB8Ev8AkkOhf9vH/o+SgD0CiiigAooooA+aPFPiSz8I/tM3euX8c8lra7N6QKC53WaoMAkDqw712/8Aw0d4P/6Buuf9+If/AI7XpF94T8N6neSXl/4f0q7upMb5p7KOR2wABliMnAAH4VX/AOEE8H/9Cpof/guh/wDiaAPP/wDho7wf/wBA3XP+/EP/AMdrvNL8caLqXghfF7yyWOklHdnuwFZQrlOQpOSWGABknIA5OKk/4QTwf/0Kmh/+C6H/AOJq5J4a0GbS4dLl0TTX0+F98Vo1qhiRueVTGAfmbkDufWgDwzwnaap8bfHLeJNePk6BpEq+RYbN8bHO4RDcNrdAZCeSCowARt2/jj4BmnT/AITrRZZIdQ09ENykCEO6q3yzKyjIdOMk/wAKg5Gzn2SxsLPTLOOzsLSC0tY87IYIxGi5JJwo4GSSfxqxQBxfwz8fQ+P/AA0bxoo7fULZxFeW6OCA2Mh1GchG5xnuGGTtyfFLLxSnwy+O/ii91mxnkhuZblGWBlZ1SWRZo3Azg5AXgkY3eoxX0XpvhrQdGuGuNL0TTbGdk2NJa2qRMVyDglQDjIHHsKk1PQtH1vyv7W0qxv8Ayc+X9rt0l2ZxnG4HGcDp6CgDyD45azZ+IfhBoer2D77W71CGVMkErmGXKtgkBgcgjPBBFen+BP8Aknnhn/sFWv8A6KWrknhrQZtLh0u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gkHE/Zl/5mn/t0/8Aa1d/8bf+SQ67/wBu/wD6PjoAsfB++uNQ+FGgTXUnmSLE8IO0DCRyPGg49FVR7455rzj4Wf8AJwvjX/t+/wDStK7/AOCX/JIdC/7eP/R8lcB8LP8Ak4Xxr/2/f+laUAH7TX/Mrf8Ab3/7Rr0Pwv8ACrw5pGlo2raXaatrFwivf3l8PtRlmOS5UyDgbmPIAJAG7J5rzz9pr/mVv+3v/wBo17/QB8yfGnwvY+AvFWha74bjjsHuHedYY0ysc8Tq+8BiQAd6jYAFGzpzXsfxb8TyeFfh1qF1bT+TfXOLS1Ybsh36lSuNrBA7A5GCo69D5x+01/zK3/b3/wC0a6P9oqCab4c2rxRSOkOpxPKyqSEXy5Fy3oNzKMnuQO9AGJ8MvD3wz0vwvZX2val4cvNZuovMmW9vYpFhViCqeW5AVgAM5G4MWGccUfE3w98M9U8L3t9oOpeHLPWbWLzIVsr2KNZlUksnloSGYgnGBuLBRnHFR+Dvgh4N8U+DtK1pdU1kvdW6tL5ckaqso+WRQGizgOGHfp1PWr+q/AbwDoml3Gp6nres21nbpvlleeLCj/v1kknAAHJJAHJoA7D4QeK5vFvw+tLi7MjXlk5sriR8nzWQKQ+SSSSrLknGW3cYxXeVxfwx0bwzovhV4vCmqyalp9xcG4aWSVXZXZE+U7VXaQoU7WGRnmu0oA4/4m6P4g1/wNe6X4ceBLq44mEsrRs8QBLIjDjcxCr83ylWYEisP4ffCHQfD/hqEa1pNpqGrXKLLdG9gSUQtj/VoDkALkgkH5jznGAJPjB8RLjwHodtFp0O7U9S8xLeZwCkATbucg/eb5xgYx3PTDcR/wAKc+IHiz5vF/jDy7eX/Sfs/myXPlTH+HysrGuAzDKEgdBwaAKfx68JeENDsrS90iG0sNYluFEtnbyBA8JRhv8AJ/hAaMDKgAlmzk9Pc/Cd9can4N0O/vJPMurrT4Jpn2gbnaNSxwOBkk9K+bPiT8KdN+HvhW0um1uS+1S5vfLRCixKYdhLEJlmJDBctux84GO5+i/An/JPPDP/AGCrX/0UtAHQV4J+0Voc1rcaL4ws7qSGeJ1siVkKsjAtLE6YGQQfMyc/3cDqa97rn/HHhz/hLvBeqaGJPLkuov3TlsASKQ6bjg/LuVc4GcZxzQBc8N63D4j8NabrMHlhLy3SUokgkEbEfMm4dSrZU8DkHgV4h43M3xJ+Oum+Foo47jSdIcC52uShX5XuCzIMoThYsE8Mo5UsaPgp49h0X4feJbe9kjY6OjX1tHNdhPMVhjykBHyjzFHIz80w4yedf4A6JNdprXjfU/MfUNSuHiSRoygZdweR1xhWDOQOBwYyAeSKAGftAa5JPLoXg22v4LX+0JRNdvO7RoibgkZd/u+Xu3seDjy1PGBnf0bSPg3omnJZxXXhW6xgtNfXVvcSO2ACSzk4zjOFwuScAZrgPj1aW8nxT8PSasZ7fSJrSGKe6RD8qCd/M2nByyqwOAD1HHIrr/8AhnHwf/0Etc/7/wAP/wAaoA4j4j2/hbwjrmj+L/AGq6ULqK7JuLKzvxICxywIRGysZG9GAIXBUADJr0v4r6lDrPwIv9Ut1kWC9t7S4jWQAMFeWJgDgkZwfU1ymvfBv4Z+GPsf9teJdVsvtkvkwebcRfM3c8RcKMjLHCjIyRkV0/xPtbOx/Z/urPTrj7RYwWllFbzbw/mRrLEFbcvByADkcGgDnPgd8ONFufCf/CR6zp9pqM9+7pbx3CCVIokbafkYYDllbnngLjGWB6vx9odv4T+EfiiLwrYfZPtOZpooELjEjIsxCnIVfLDdAAoGRjGasfBL/kkOhf8Abx/6PkrrPEGq6LpGjTz+ILm0g090aOQXRBWUFSSgU/fJUN8oBJ54NAHhHwbm+GC+H5INeGm/247s851mNDHsU4XymcbAMMMjO4nd1UDHV+Ivg5Z6z4o0XxJ4NvbHRoV23EktvGJI9yhWhkhiA2HJHPzBSMHBOc19Y+BPhbxXEmt+HdTn0yPUNl1Gqwh4PLdc/JGdrJnIOC2ByAoGAOA1bwv41+CF5b65ZarBLYS3flfuZG2TYDFFniOM5Xf0LbecMDgkA9H/AGjv+Seaf/2FY/8A0VLXaeGtSh0b4R6RqlwsjQWWhQ3EixgFiqQBiBkgZwPUV558cdT/ALb+Dfh3VvJ8n7dd21z5W7ds328jbc4GcZxnArs4IJrr4BRW9vFJNPL4XCRxxqWZ2NrgAAckk9qAPLPhX4R/4WX4o1Xxt4oX7Tbpd5S3J3RzTY3bSCxby41KAKeCCoyQpB9X8T/Cjwn4i0Oawh0ix0u4b5obuytUjeNx0J2gbl55U9fYgEcf+zdfW8ng3VrBZM3UOoedIm0/KjxoFOenJjf8vcV7RQB4Z8AddvrK91rwJqiSCfT3eeJS28QlXCSx53EY3FSAoxkuc8iuX8X6HN4l/aWutGhupLYXbxJNJHIUbyfsimUAgHkxh1wRg5weCa2Pg5Muq/Gzxfq9kJJtPmS6dLgRsFxJcqyZyOCygkA4PB9DUn/N3n+f+fCgD1OH4Y+CINLOnJ4Y00wFGTe8IeXDZz+9bL554O7I4xjArxzwfpn/AAhf7S82gabNtsZfNjKbc/uXg89Y8sSflIQbs5O33Ir6PrwD/m7z/P8Az4UAe/0UUUAfNHhzSv8Ahd3xV1TWdUM40Kz2kQhtp8vJEMP3iU3AMzFcjO7G0sCPa9V+Gfg3VtLuLB/Dum2wmTb59paxwyxnsysq5BB/A9CCCRXlH7N8y2Os+J9IuxJBqBSF/s8kbKwETOsmcjghpFGDzz7GvoOgD58+El1feA/ipq3w/v3klguHYwsOm9ELrJjcQoeLkjk5CA9DWH8c/BPh3wd/YP8AYGn/AGP7V9o8799JJu2+Xt++xxjcenrW5p0y6t+1lcXVgJJ4Ld5EmdY2xGUtfKbdxwBJ8uehJGOoqT9pr/mVv+3v/wBo0Aer+HPh34V8I6jJf6Hpf2S6kiMLP9olkyhIJGHYjqo/KuooooA4f4p+FtG17wbqV/qdn591pen3U1m/muvlP5ec4UgHlF656V5x8BvBPh3W/Dza/qOn+dqdjqp+zz+dIuzYkTr8qsFOGJPINev+O/8Aknnib/sFXX/opq8//Zx/5J5qH/YVk/8ARUVAHAeNfDn/AAl37SVxoZk8uO6lg81w2CI1tkd9pwfm2q2MjGcZ4r3OH4Y+CINLOnJ4Y00wFGTe8IeXDZz+9bL554O7I4xjAryz/m7z/P8Az4V7/QB84eD9M/4Qv9pebQNNm22MvmxlNuf3LweeseWJPykIN2cnb7kV2/x+8TyaL4Gj0u2n8u61aXymA3BjAozJhhwMkopB6q7DHXHMf83ef5/58Kk/aYgma38NXCxSGCN7lHkCnarMIioJ6AkK2B32n0oA2/B/h74T+HtDt4L7UvCuoak8Sfa57q9huA0gyTsDnCrkkDABIAzkjNcp8WNF8Cw6WniPwZq+jWmsWlxG7Q6dfoC68KDHGhO11YK2V28bycnFdHYfs/eB9T062v7PVtcktbqJZoX82IbkYAqcGLIyCOtVNf8Agn8OfC2ltqWta/rNpaBwm9po2LMegVViJY9TgA8AnoDQB6n4H8Sf8Jd4L0vXDH5cl1F+9QLgCRSUfaMn5dytjJzjGea6Cuf8E6Vo+ieELHTtBv8A7fpkPmeTc+cku/MjM3zIApwxI49K6CgAooooA8/+Nv8AySHXf+3f/wBHx1z/AOzj/wAk81D/ALCsn/oqKug+Nv8AySHXf+3f/wBHx1z/AOzj/wAk81D/ALCsn/oqKgD2CiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAPH/2jv8Aknmn/wDYVj/9FS10HwS/5JDoX/bx/wCj5K5/9o7/AJJ5p/8A2FY//RUtdB8Ev+SQ6F/28f8Ao+SgD0CiiigAooooA+UPAt58R/h/9v8A7J8F30327y/M+16XcNjZuxjbt/vnrntXYf8AC0/i/wD9CF/5R7v/AOLr3+igD58i8BfEj4m6pBdeNruTTNF3pN9kDhSEO4gRwrkK4Dbd0vzANzuwRXu+laVY6JpdvpmmW0dtZ26bIokHCj+ZJOSSeSSSeTVyigDxD4ifC3xFF40i8ZeA2xfySiSaCN44jFJjBkUthWVudynJJY53BiFxx8QfjTe2cOmw+F54LqTZEL46TIj7sj5mL/ulz3JUKMnp2+h6KAPK/hH8NNS8JXGoa94injn1rUEC/LK0jRKxDyb2Jwzs2M9cbOGO41qfGLwjqPjLwMLLSV82+truO5jgyq+bgMhXczALgOWyf7uO9egUUAeL/CTxR44S80/wz4i8NX0GmQ2hht719NliKFBlBI5woXYCowMk7c5yTUHxE+FviKLxpF4y8Bti/klEk0EbxxGKTGDIpbCsrc7lOSSxzuDEL7fRQB88D4g/Gm9s4dNh8LzwXUmyIXx0mRH3ZHzMX/dLnuSoUZPTt2fwj+GmpeErjUNe8RTxz61qCBfllaRolYh5N7E4Z2bGeuNnDHca9UooA8Q+JOhaxffHXwjqNnpV9cWMH2PzrmG3d449ty7NuYDAwCCc9BXt9FFAHiH9hax/w1L/AGv/AGVff2Z/z+/Z38n/AI8tv38bfvcdevFe30UUAeIfs8aFrGif8JJ/a2lX1h532by/tdu8W/Hm5xuAzjI6eort/i/YXmp/C3WbOwtJ7u6k8jZDBGZHbE8ZOFHJwAT+FdxRQBw/wgsLzTPhbo1nf2k9pdR+fvhnjMbrmeQjKnkZBB/GuI+G2haxY/HXxdqN5pV9b2M/2zybma3dI5N1yjLtYjByASMdRXt9FAHiH7Q+haxrf/CN/wB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Source: United States Patent and Trademark Office (USPTO). Credit: HP Inc

A recently granted patent (Publication Number: US11887177B2) discloses a system and method for monitoring the condition of parts, particularly three-dimensional (3D) printed parts, over their predicted lifecycle. The system includes a camera to read an identifier associated with the part, an extractor to extract sensor output data from a sensor embedded in the part, and a transmitter to send a redesign order based on the sensor data, identifier, and a request for manufacturing action to redesign the part. Additionally, a failure predictor is incorporated to predict potential failures based on the sensor output data, allowing for proactive maintenance and redesign.

Furthermore, the system involves altering the redesign order based on the sensor data, including reordering a redesigned version of the part based on usage conditions or the sensor output data itself. The sensor output data covers various aspects such as manufacturing conditions, post-processing conditions, part design information, and usage conditions. The method also includes reading an identifier from a storage element in the part, extracting sensor output data, predicting failures, and transmitting a redesign order for manufacturing action. The system integrates a database of recorded failures for similar parts, enabling a more accurate prediction of potential failures and facilitating timely redesign actions. Additionally, user interfaces prompt for authorization to transmit redesign orders and provide notifications on updated versions, recommended versions, and predicted failures based on the sensor data, enhancing user engagement and decision-making processes.

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GlobalData Patent Analytics tracks bibliographic data, legal events data, point in time patent ownerships, and backward and forward citations from global patenting offices. Textual analysis and official patent classifications are used to group patents into key thematic areas and link them to specific companies across the world’s largest industries.