AI Usage at a Glance
Nov 29, 2018
Data AnalysisPractice documented: Wacom tested a proof-of-concept system with the German Research Center for Artificial Intelligence (DFKI) that uses AI to analyze handwritten notes created on Wacom tablets, identify the meaning of text and drawings, and automatically surface relevant information from a knowledge base. This was publicly demonstrated in late 2018 and remains part of Wacom's stated vision for its digital ink platform.
Practice DocumentedView practice →Jan 1, 2021
Data AnalysisPractice documented: Wacom developed 'AI Ink for Education,' a research-stage system that uses AI to analyze eye movements and pen stroke data captured while students are writing, in order to identify each student's learning patterns and tailor the educational environment to them. This was developed in cooperation with design engineering firm sdtech, Inc., with joint development announced in May 2021.
Practice DocumentedView practice →May 12, 2021
Data AnalysisNew evidence: Wacom and sdtech Started Joint Development of AI and Digital Handwriting for Education and Other Domains
Evidence AddedView practice →Jan 1, 2024
OtherPractice documented: Wacom offers Yuify, a service that embeds an invisible digital watermark into artwork files so artists can prove they created a piece and control who uses it. The open beta launched in November 2024 and works as a plugin inside popular image-editing apps including Photoshop and Clip Studio Paint.
Practice DocumentedView practice →Jan 1, 2024
ProductivityPractice documented: Wacom offers the Wacom Ink SDK for Verification, a software toolkit that organizations integrate into their document systems to automatically verify whether a handwritten electronic signature matches a registered reference, producing an instant accept/reject score in real time.
Practice DocumentedView practice →Jul 10, 2024
OtherNew evidence: FAQs: Yuify – Wacom's new anti-image-piracy system
Evidence AddedView practice →Nov 15, 2024
OtherNew evidence: Wacom Yuify beta version launched – strengthens digital copyright certification and protection
Evidence AddedView practice →Dec 1, 2025
Data AnalysisNew evidence: Understanding Semantic Ink With Wacom Technology
Evidence AddedView practice →Wacom offers Yuify, a service that embeds an invisible digital watermark into artwork files so artists can prove they created a piece and control who uses it. The open beta launched in November 2024 and works as a plugin inside popular image-editing apps including Photoshop and Clip Studio Paint.
Wacom Yuify uses proprietary micromarking technology to inject invisible pixels into JPEG or PNG images during export. The export event is recorded on a decentralized blockchain, creating a permanent, tamper-proof proof-of-authorship record. A companion tool called Yuifinder lets anyone drag and drop an image to check whether it has been registered and who created it. Artists can also use a License Builder tool to set reuse terms, stored permanently on the blockchain. The service was publicly launched in open beta on November 15, 2024 at the Connected Ink 2024 event in Tokyo.
Wacom tested a proof-of-concept system with the German Research Center for Artificial Intelligence (DFKI) that uses AI to analyze handwritten notes created on Wacom tablets, identify the meaning of text and drawings, and automatically surface relevant information from a knowledge base. This was publicly demonstrated in late 2018 and remains part of Wacom's stated vision for its digital ink platform.
Wacom developed 'AI Ink for Education,' a research-stage system that uses AI to analyze eye movements and pen stroke data captured while students are writing, in order to identify each student's learning patterns and tailor the educational environment to them. This was developed in cooperation with design engineering firm sdtech, Inc., with joint development announced in May 2021.
Have evidence about Wacom's AI practices? Submit a report.
Submit a report →AI Trace is free and nonprofit. Support our work
Wacom tested a proof-of-concept system with the German Research Center for Artificial Intelligence (DFKI) that uses AI to analyze handwritten notes created on Wacom tablets, identify the meaning of text and drawings, and automatically surface relevant information from a knowledge base. This was publicly demonstrated in late 2018 and remains part of Wacom's stated vision for its digital ink platform.
The system uses Wacom's WILL (Wacom Ink Layer Language) framework combined with DFKI's CoMem knowledge management system. AI classifies each pen stroke as handwritten text, a hand-drawn diagram, or a doodle, then performs named entity recognition on the text to identify dates, contacts, topics, and other entities. It then proactively retrieves and presents related information — such as meeting dates, contact details, or related documents — from a personal or enterprise knowledge graph. The proof of concept was publicly demonstrated at the Samsung Developer Conference in November 2018. As of the most recent sources, this remains a research and platform-level capability rather than a shipping end-user product.
Wacom offers the Wacom Ink SDK for Verification, a software toolkit that organizations integrate into their document systems to automatically verify whether a handwritten electronic signature matches a registered reference, producing an instant accept/reject score in real time.
The verification engine compares a new handwritten e-signature against up to six stored reference signatures, analyzing biometric data including pen position, pressure, inclination, and speed of movement. It generates a similarity score between 0 and 1; the organization's workflow owner sets the acceptance threshold. The SDK is designed for real-time use at the point of signing and does not store signature data after verification, which Wacom states eliminates compliance issues. It is offered as a licensed SDK for integration by third-party solution providers into banking, healthcare, and other document-centric workflows.