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Enterprise Augmented Intelligence – Bridging the Cognitive GAP between Humans & AI

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In the digital reality, artificial intelligence is rapidly becoming part of every organisations 2020 business strategy. So how do your company bridge the Cognitive GAP between human and robots? How can you transcend years of bespoke domain knowledge into a format that will enable Artificial Intelligence (AI) and Deep Learning (DL). Join Jonathon who will share his recent experience of implementing Augmented Intelligent (AI) through harmonising Human Intelligence (such as Mechanical Turk) with Artificial Intelligence (Consensus Algorithms) to build next generation Enterprise AI platforms.

http://conference.unicom.co.uk/enterprise-ai/2018/london/

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Enterprise Augmented Intelligence – Bridging the Cognitive GAP between Humans & AI

  1. 1. DA1Digital-Assured.com • 4th October 2018 Proprietary and confidential • All rights reserved Digital Assured Limited © 2018 ENTERPRISE AUGMENTED INTELLIGENCE (AI)
  2. 2. DA2Digital-Assured.com • 4th October 2018 Proprietary and confidential • All rights reserved Digital Assured Limited © 2018 • Cognitive Adoption - The AI Imperative • Virtual Personal Assistants (VPA) • Smart Advisors • Natural language processing • Situation Awareness • People-Literate Technology • Digital Experiences (DX) • Internet of Everything (IoE) • Human Augmentation • Ambient Experiences • Gesture Control • Brain Computer Interface (BCI) • Emotion Detection • Head-Mounted Displays • Virtual Worlds • Context Brokering Platforms • Digital Offers • City Data Exchange • Complex Event Processing • Atomic Level Mass Personalization • Connected Vehicle • Autonomous Vehicles (C2X) • Vehicles to Infrastructure (I2X) • Mood Recognition • Enterprise Artificial Intelligence (AI) • Ultra-Intelligence (Singularity) • Artificial Intelligence Foundations • Deep Reinforcement Learning • Learning / Selfaware Software • Neural Networks / Conversational • Quantum / Fog / Edge Computing • Cognitive Reckoning / Abstract Thinking • Humanoid robots • Vision / Sensors / Knowledge Replication • Neuromorphic Hardware • Digital Twins / Hyperconverged • Cyber-physical systems • Cryptocurrency Lawful hacking • Cyber Threat Prediction / Zerotrust security • Location-based authentication • Growth / Performance hacking • Flexible displays / Screenless interface • Smart Dust / Workspace / Robots • Nanotube Electronics • Accumulated Reality • Self-healing & aware systems • Digital Out-of-Home (DOOH) • Additive manufacturing • Augmented Intelligence (AI) • Virtual / Augmented / Mixed Reality • Immersive / Human Augmentation • Intelligent / Enterprise of Things (EoT) • Blockchain / Event Driven • Mobilegeddon / Intelligent Apps • Device Mesh / Sensorization • Data visualization / stewardship • Business / Digital transformation • Tri-Modal / Shadow IT • Interactive digital signage / Ambient UX • Omni channel engagements • Adaptive risk, trust & learning • Microcontainerization [Unikernels] • BI / Big Data [NoSQL] • Wearables / Haptics / Gesture tech • 4D / 3D printing • Uberfication of services • Object based storage • Smart building technologies • Cloud aggregator / broker • Chaos Monkey • Gamification • Commercial drones (UAVs) - WHAT IS ENTERPRISE AI?
  3. 3. DA3Digital-Assured.com • 4th October 2018 Proprietary and confidential • All rights reserved Digital Assured Limited © 2018 -ASSURED.COMDelivering measurable & sustainable business performance improvements. ◆ Digital Assured helps organisations develop digital platforms and modernise the solution development lifecycle in a secure manner ◆ Focused on delivering specialised digital services to drive quality and measurable results ◆ Deep business, process and technical expertise covering a broad spectrum of platforms, technologies and application types combined with professional know-how ◆ 100% focused on delivering services that drive better business performance through high quality solutions & services Digital DevOps+ Performance Security Delivery helping to realise the future of digital capabilities by providing specialist skilled resources Automation implementing continuous delivery pipelines and deployment processes, techniques and frameworks / harnesses Engineering platform’ scalability and resilience in- house or in the cloud Services ensuring platform and information security holistically within the enterprise Consult Automate Perform Secure Evaluate Design Build Govern Operate assessing an enterprise, programme or project state Evaluation assisting the solution design and defining Shift- Left processes Design implementing Digital, DevOps, Automation & Performance solutions. Build installing the frameworks for quality delivery processes Governance enabling feedback loops such as Shift-Right processes Operations
  4. 4. DA4Digital-Assured.com • 4th October 2018 Proprietary and confidential • All rights reserved Digital Assured Limited © 2018 - COGNITIVE THINKINGLatest Podcast on Enterprise AI www.testtalks.com/201 Japanese symbol-for-human
  5. 5. DA5Digital-Assured.com • 4th October 2018 Proprietary and confidential • All rights reserved Digital Assured Limited © 2018 - COGNITIVE ADOPTIONEnterprise Augmented Intelligence (AI) ARTIFICAL INTELLIGENCE MACHINE LEARNING 1 Cognitive Intelligence 2 Cognitive Learning 4 Cognitive Augmentation 3 Cognitive Blueprints
  6. 6. DA6Digital-Assured.com • 4th October 2018 Proprietary and confidential • All rights reserved Digital Assured Limited © 2018 Insight Observe HumanAugmentation Research Interpreting Modelling ChallengingPredicting Observing Insight Experiment Hypothesis Research HumanAugmentation Experiment Interpreting Modelling systemised ordered cognitive thinking represented in an algorithmic approach
  7. 7. DA7Digital-Assured.com • 4th October 2018 Proprietary and confidential • All rights reserved Digital Assured Limited © 2018 - COGNITIVE THINKINGSolutions Thinking (Business, Technology & Usage) Ideas Beliefs, Values, Culture Heuristics Behaviors Bias Ethics Value Agile Lean Methods and Skills Copyright © 2018 nuCognitive LLC. All Rights Reserved.
  8. 8. DA8Digital-Assured.com • 4th October 2018 Proprietary and confidential • All rights reserved Digital Assured Limited © 2018 Robotic Process Automation - Increase efficiency / productivity - Primarily structured data - Requires human intervention. Artificial Intelligence - Solve business problems. - Structured & unstructured data. - Human involvement in objectives & training Smart Analytics - Improved decision- making Structured & unstructured data - Human takes final decision based insights - COGNITIVE TRIFECTACognitive Adoption (AI, RPA & Analytics) Humans
  9. 9. DA9Digital-Assured.com • 4th October 2018 Proprietary and confidential • All rights reserved Digital Assured Limited © 2018 2018 - COGNITIVE SKILLS GAPHuman Creativity vs. Academia
  10. 10. DA10Digital-Assured.com • 4th October 2018 Proprietary and confidential • All rights reserved Digital Assured Limited © 2018 Robots • Reliable, compliant, repetitive • 0.13ms low latency + 24/7 365 • Cognitive Processing Power (46 qubits) Humans • Slow, Error-prone, Defective • 284ms+ high latency (think times) • Average 2,617 digital interactions per day Sophia RobotMichelle HUMAN DA10Digital-Assured.com • 13th December, 2017 Commercial in Confidence • Proprietary and confidential • All rights reserved Digital Assured Limited © 2017 DA10Digital-Assured.com • MindCube.io • 4th October 2018 Proprietary and confidential • All rights reserved Cognitive Services Limited © 2018 - AUGMENTED INTELLIGENCEBridging the Cognitive GAP between Humans & AI
  11. 11. DA11Digital-Assured.com • 4th October 2018 Proprietary and confidential • All rights reserved Digital Assured Limited © 2018
  12. 12. DA12Digital-Assured.com • 4th October 2018 Proprietary and confidential • All rights reserved Digital Assured Limited © 2018 - WORLD DIGITAL REPORThttps://www.microfocus.com/media/analyst-paper/world_quality_report_analyst_report.pdf
  13. 13. DA13Digital-Assured.com • 4th October 2018 Proprietary and confidential • All rights reserved Digital Assured Limited © 2018 - EUROPEAN COMMISSIONContribution to the European AI Alliance Artificial Intelligence as a Platform Source – European Commission, Horizon 2020, https://ec.europa.eu/research/participants/portal/desktop/en/opportunities/h2020/topics/ict-26-2018-2020.html European AI Alliance
  14. 14. DA14Digital-Assured.com • 4th October 2018 Proprietary and confidential • All rights reserved Digital Assured Limited © 2018 - DIGITAL EXPERIENCES (DX)Cognitive Adaptive Technology (CAT)
  15. 15. DA15Digital-Assured.com • 4th October 2018 Proprietary and confidential • All rights reserved Digital Assured Limited © 2018 - COGNITIVE LEARNINGTED talk on AI https://www.youtube.com/watch?v=_hnxJEqq_6k
  16. 16. DA16Digital-Assured.com • 5th March, 2018 Commercial in Confidence • Proprietary and confidential • All rights reserved Digital Assured Limited © 2018 - AUGMENTED INTELLIGENCEENTERPRISE AI Source - How to leverage AI for functional regression test automation, 10th August 2018, https://www.linkedin.com/pulse/links-ai-curious-jason-arbon Artificial Intelligence Augmented Intelligence
  17. 17. DA17Digital-Assured.com • 4th October 2018 Proprietary and confidential • All rights reserved Digital Assured Limited © 2018 - ARTIFICIAL INTELLIGENCEEmergent embedded AI for neural networks (Cat-and-Mouse) Test Data Set Test Algorithms Set Test Meta Data Source - IEEE Transactions on Machine Intelligence, 21st September 2016, http://arxiv.org/abs/1609.06647 Source - https://www.nytimes.com/interactive/2018/01/02/technology/ai-generated-photos.html?smid=li-share
  18. 18. DA18Digital-Assured.com • 4th October 2018 Proprietary and confidential • All rights reserved Digital Assured Limited © 2018 https://playground.tensorflow.org
  19. 19. DA19Digital-Assured.com • 4th October 2018 Proprietary and confidential • All rights reserved Digital Assured Limited © 2018 - MACHINE LEARNINGUltra-Intelligence (Singularity) Statistical Learning Deep Learning https://www.luis.ai Symbolic Learning Supervised Unsupervised Reinforced Sensory
  20. 20. DA20Digital-Assured.com • 4th October 2018 Proprietary and confidential • All rights reserved Digital Assured Limited © 2018 - COMPUTER VISION SUPERVISE.LY SCIKIT-LEARN
  21. 21. DA21Digital-Assured.com • 4th October 2018 Proprietary and confidential • All rights reserved Digital Assured Limited © 2018 - TRENDSEnterprise AI Enabled AI Platform as a Service: • IBM Watson & Bluemix • Amazon Machine Learning • Google TensorFlow, Tesseract OCR, Cloud Prediction APIs & DeepMind • Microsoft Cognitive Services • Salesforce Einstein • MindCube.io • Open Source – SCIKIT, Cloud AutoML & wit.ai
  22. 22. DA22Digital-Assured.com • 4th October 2018 Proprietary and confidential • All rights reserved Digital Assured Limited © 2018 - TEST.AI - INDUSTRY VERTICIALCognitive Adaptive Testing - Diagnosis Engine / Pinpoint Failure Analysis (2017) https://eggplant.io/eggplant-ai https://curiositysoftware.ie https://mabl.com https://mindcube.io https://autonomiq.io https://functionize.com https://appvance.ai https://applitools.com http://incentivai.co http://test.ai
  23. 23. DA23Digital-Assured.com • 4th October 2018 Proprietary and confidential • All rights reserved Digital Assured Limited © 2018 - RADAREnterprise AI Ready Cognitive Adaptive Technologies ENTERPRISE AI RADAR E X I S T I N G E M E R G I N G B I G B E T S now 6 months + 12 months + Azure ML TensorFlow Tesseract OCR H20.ai OpenCV wit.ai Cloud AutoML SparkML GraphQL Windows ML Fog / Swarm Computing Data Science as a Service Insight Platforms Cognitive Services (MS) ChatOps Conversational AI Self- Adaptive Platforms Brain- Computer Interfaces (Neuralink) AIOps Swarm Intelligence Human Augmentation Quantum Computing Google AI Robots and Algorithms Enterprise of things (EoT) Marketplace algorithms & models Natural Language Generation Deep Learning Platforms AI- Optimized Hardware (Edge AI) Cognitive Services (IBM) Cloud Compute Predictive & Prescriptive analytics Virtual Personal Assistants Proprietry Algorithms Deep Neural Nets (Deep Learning) AI platforms as a service Cognitive Services • A strategic transformation, sponsored by C-level; • Clear vision and business case set at enterprise level; • Use of the right governance, combining business and IT; • Delivery by a Enterprise AI centre of excellence (AI COE), which is also in charge of innovation; • Maintenance by a enterprise intelligence operation centre, separate from COE. Einstein DeepMind SCIKIT Internet Cloud (Skylink) Deep Neural Network (ASICs) Artificial General Intelligence Knowledge GraphsSelf-Healing System Technology Flying Autonomous Vehicles
  24. 24. DA24Digital-Assured.com • 4th October 2018 Proprietary and confidential • All rights reserved Digital Assured Limited © 2018 - SUMMARYEnterprise AI Enabled Enterprise AI Challenges: • Ensuring corporate accountability • Availability of data • Redefining copyright and ethical use • Verifying authenticity • Understanding unstructured data • Exacerbating asymmetrical power • Having self-awareness
  25. 25. DA25Digital-Assured.com • 4th October 2018 Proprietary and confidential • All rights reserved Digital Assured Limited © 2018 Artificial Intelligence is a journey, not a destination
  26. 26. DA26Digital-Assured.com • 4th October 2018 Proprietary and confidential • All rights reserved Digital Assured Limited © 2018 Intelligence Process Automation Intelligent Process Automation (RPA), Pipeline (Cloud, Mobile, Microservices) Automation (Functional, API or SOA), Ansible | Automic | CDD | Chef | Puppet MicroFocus | Telerik | Ranorex | Perfecto Performance Engineering, Cloud Scalability & Migration, Non-Functional, Mobile & OAT MicroFocus Performance Center | LoadRunner VSTS | NeoLoad | OATS | Taurus | JMeter Security Engineering, Enterprise, Infrastructure, Integration, Mobile, Database & Secure Coding MicroFocus Fortify | Veracode | Wireshark | Kali | W3af | Metasploit Emerging Tech. (AI, Smart Cities & IoT), Business Intelligence (Big Data & WinML) Bespoke / Custom Cognitive Development Microsoft | Cognitive | Bot | .NET | Azure Google | Oracle | Salesforce | SAP | AWS Digital Assured Service Capabilities AssuredLABS Manage Digital Technology DevOps+ Continuous Digital (DevSecOps) AssuredTest Manage Digital Quality SecurityPerformance AssuredDigital Digital Manage Digital Risk Workshops Assessments Shift-Left Shift-Right+ - OUR SERVICESSmart Solutions Advisory Services

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