Your Data, Actionable AI As A Service - AMR Insights

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your data, actionable AI as a Service Overview Presentation June 3rd, 2019 For AMR INSIGHTS sensAI Technologies Ltd CONFIDENTIAL

We Answer Questions That Really Matter Discovering knowledge and curating insights that are too hard for off-the-shelf search engines Consumer Just ask . NGO Public Health sensAI Technologies Ltd CONFIDENTIAL What is the best course of treatment for my son’s melanoma? How do I maximize the use of water sanitation resources in Mali? What is the risk of Influenza becoming resistant to antibiotics in north of Beijing this year?

Helping Experts Make Decisions Fast & with Confidence Self-service Knowledge Discovery, Actionable Insights and Visualization End-to-end DATA Supply Chain Unstructured Data, Any Format, Any Source, Cross Platform (Text, Numbers, Images/ Video, Sensors-IoT) sensAI Technologies Ltd Introducing Knowledge ( Knowledge Extraction Learn & Unlock the Hidden Knowledge in Data Reasoning & Relationships Inferences & Deriving new Knowledge Trustworthy AI Transparent AI decisions, Trace rationales, Remove Bias Curated Insights Secure Access at Scale Natural Language Knowledge Role based Navigation, User Access, Custom Search, Private Data, Analytics, Massively Scalable Knowledge Visualization CONFIDENTIAL K) 3rd party App Development Open Source API, SDK & App Store

Automating Systematic Reviews Standard Methodology & Work Flow Knowledge ( K) 1K- ‐50K of Papers, 6- ‐24 months, 12- ‐120 man months Spreadsheets Sta7s7cal Analysis Mapping Tradi7onal Systema7c Review Sources of Data Scien@fic Reports Lab Reports Surveys Pharma Data Hospital Data Crowd Sourcing etc K Work Flow! sensAI Technologies Ltd Knowledge Extrac7on English & Other Languages Data Prep & Inges@on Full Text and Tables Taxonomy & Ontology Data Corpus Knowledge Database Reasoning, Seman@c Analy@cs, Sta@s@cal Analysis 1Million Papers, 1 months, 2man months CONFIDENTIAL (more detailed) Mapping

Exchanging Data with end-to-end Governance & Privacy Local Knowledge Discovery q q q Data sharing between organizations is often hindered by geopolitical or policy issues Host Organiza7on /Country DeepK, K distributed AI platform can facilitate knowledge extraction in one location and knowledge distribution to other locations without the need to transfer the original data Extracted knowledge can be stored in any mutually agreed location, and access to the curated insights is provided securely to the authorized parties sensAI Technologies Ltd CONFIDENTIAL K Receiving Organiza7on /Country Remote Site Knowledge Access & NavigaBon Discovered Knowledge Reasoned Knowledge Meta Analysis, etc Intelligent Queries

Providing Additional Features Beyond Systematic Review q DeepK, K is an archiving knowledge database q Supports group information sharing, and unified knowledge database across multiple groups q Geospatial mapping of facilities & key locations q Custom smart searches q Drug usage by country Discovering reports of similar grade Search by with similar information Countries suffering from the same virus * Consumer)6 Ac#onable*Insight* Numeric, Textual, Semantic, Pattern analysis & Visualization! Continuous trolling and mapping of data sensAI Technologies Ltd Any*data,*Any*source,*Any*format* CONFIDENTIAL

Applications in the Biomedical Field Secure & Protected Data Exchange Systema7c Reviews Searching, Screening, Classifica@on, Clustering, Informa@on Extrac@on and Synthesis Living/Con@nuous Systema@c Reviews Electronic Health Records Lab Reports, Medical History, Doctor’s Notes, Narra@ve Text processing sensAI Technologies Ltd Breaking down data silos and facilita@ng access to data Disease Surveillance K" Cogni&ve)Data)Mining) En&ty)Rela&onship)Extrac&on) Knowledge)Discovery) Knowledge)Graph) Knowledge)Reasoning) Meta)Analysis)&)Mapping) Intelligence)Visualiza&on) Emerging Fields Toxicology Precision/Personal Medicine Drug reposi@oning CONFIDENTIAL Text mining and web source mining to iden@fy the outbreak of diseases Biomarkers Iden@fying disease- ‐ related biomarkers and associated Genes from literature and web sources

your data, actionable Contact: sensAI Technologies Ltd Hooman Kashef Founder, CEO hooman.kashef@sensai.group www.sensai.group CONFIDENTIAL

Self-service Knowledge Discovery, Actionable Insights and Visualization End-to-end DATA Supply Chain Unstructured Data, Any Format, Any Source, Cross Platform Knowledge (Text, Numbers, Images/ . hooman.kashef@sensai.group www.sensai.group your data, actionable. Created Date:

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