Intanify AI platform: embedded AI for automated IP audit and due diligence

In this paper we introduce a Platform created in order to support SMEs’ endeavor to extract value from their intangi-ble assets effectively. To implement the Platform, we de-veloped five knowledge bases using a knowledge-based ex-pert system shell that contain knowledge from intangible as-set consultants, patent attorneys and due diligence lawyers. In order to operationalize the knowledge bases, we devel-oped a “Rosetta Stone”, an interpreter unit for the knowledge bases outside the shell and embedded in the plat-form. Building on the initial knowledge bases we have cre-ated a system of red flags, risk scoring, and valuation with the involvement of the same experts; these additional sys-tems work upon the initial knowledge bases and therefore they can be regarded as meta-knowledge-representations that take the form of second-order knowledge graphs. All this clever technology is dressed up in an easy-to-handle graphical user interface that we will showcase at the confer-ence. The initial platform was finished mid-2024; therefore, it qualifies as an “emerging application of AI” and “deploy-able AI”, while development continues. The two firms that provided experts for developing the knowledge bases ob-tained a white-label version of the product (i.e. it runs under their own brand “powered by Intanify”), and there are two completed cases.