NEXYTE Product Description Page 1 + Geo-format support of geographic coordinate systems with industry standard formats such as Datum WGS84. 4.3 Investigative & Predictive Analytics NEXYTE offers a suite of predictive and investigative machine learning models that accelerate investigation and risk management processes by revealing identities, links, patterns, hotspots, behaviors, and anomalies: + Inferred Relations Analysis. Based on textual analytics and image analytics, NEXYTE generates inferred relations between system entities to reveal and visualize relations derived from text and image sources. + Discovery Analysis. Pattern mapping and clustering of data allow to discern recurring behavior patterns, new developments, and anomalies. + Prediction Analysis. Predictive models can predict or warn of certain behaviors or events based on machine learning, including: − Future events such as terrorist attacks, derived from open-source content analysis and messaging group chats − Risk profiling of persons for types of crimes such as drug dealing, violence, child abuse, etc. − Crime hot spots to prioritize police presence and timing − New leads for investigation, based on similarity models + Correlation Analysis. Verification and alignment rules allow to clarify the intelligence picture, providing: − Entity resolution - to determine when two profiles are in effect the same person − Entity linking - to link a text-derived entity with a system entity − Recommendation of entities that may be a match for a suspect 4.3.1 Inferred Relations Image-inferred and text-inferred relations are AI-powered capabilities which detect links between entities within the same picture or document. Image-inferred relations As part of NEXYTE’s image analytics capabilities, image-inferred relations allow the system to detect relations between persons based on their presence in the image file. Intimacy Level Analytics, used as part of the Image-inferred relation capability, allows the categorization of the level of intimacy between the persons in the image using a Machine Learning Model algorithm.