Inn Lab

Transcript

1. The Innovation kpmg Lab
2. 1. The Innovation Lab 2. Design Thinking
3. 2020 40 Trillion Gigabytes Data is exploding and moving faster than ever 2015 2010 Stream data is rapidly growing and is likely to become the majority of unstructured data in the future Within stream data lies vital information critical to detecting emerging threats and opportunities Enterprises need to be able to detect these emerging threats and opportunities in real- time, while it is still possible to act on them
4. First-generation business intelligence & analytics tools are no longer enough
5. Market Demand A Radical Solution is Needed Enterprises need a new generation of business intelligence that is designed to be intuitively useful by anyone, without help from data scientists
6. Our Answer: The Innovation Lab
7. cores Gb RAM 2 8 Personal Computer
8. Our Supercomputer cores Gb RAM 20,000 8x100
9. Machine Learning / Deep Learning Going Beyond Generic Predictions
10. Technology Stack Visualizations QlikView Advanced Analytics Coming Soon Data Storage & Database Systems PostgreSQL Coming Soon Hadoop Suite Extract, Transform, Load (ETL) DATA NEUOSYSTEM Coming Soon Data Sources Enterprise: Oracle, SAP, Customer Systems, etc. KPMG Proprietary Data Sets 3rd Party: sFTP/Movit, Web/Unstructured
11. Self-driving Cars
13. In-house Movie Recommender Engine Watch together Party Lonely evening Inspirational
14. In-house Movie Recommender Engine Watch together Party Lonely evening Inspirational customers movies transactions minute processing 250 000 100 000 100 000 000 1
15. 2016 2015 Established Team Timeline & Roadmap Super-computer Positioned in the big data and analytics marketplace Engaged Clients
16. 2017 Precision Agriculture - Image and video analysis of fruit - Tracking behaviour based on soil Customer centric engine for predictions Digital enablement with machine learning Recommender Engine Targeted marketing per customer
17. KPMG Offerings Big Data and Advanced Analytics Big Data Strategy Definition for Business/IT Architectural Consulting Big Data Strategy and Roadmap Assessment Analytics Platform Consulting and Selection ADVISORY SERVICES PROOFS OF CONCEPT ARCHITECTURE & DESIGN DEVELOPMENT & IMPLEMENTATION ANALYTICS & VISUALISATION INFRASTRUCTURE & SECURITY Innovation lab services Pilot Studies Use Case Identification Production and Support services Hadoop Cluster Design Design Patterns Reference Architecture and Frameworks Neural Network Design and Assessment Hadoop and Spark – Administration and Development Services Data Modeling and Integration with Digital and other Systems Data Lake Implementation Deep/Machine Learning Algorithms Predictive Analytics Text Analytics Prescriptive Analytics Image and Video Analytics Big Data Infrastructure Hardware, Backup, Recovery and Software setup Installation and Configuration on Cloud Big Data Security Support and Maintenance – Policy, Preventive Maintenance, Leak Detection, Security Reporting
18. Design Thinking
19. Shaping the student experience Business case
20. Smart Campus Reimagining the student experience
21. Building Blocks Social Collaboration Insightful Data Location Awareness User Experience
22. Beacons UnitecApp Beacons are signal- emitting sensors that can be detected by apps. Library Lecture Room A Lecture Room B Staff Room Dean Room Main Hall I’m in the main hall These devices can be easily placed on walls, making it possible for a nearby smartphone running the Unitec App to understand its own location
23. Location-based Interactions Download ‘The History of Fossils.pdf’? The student walks into the lecture in which she is enrolled “The Internet of Things vol. II” should be returned today The student walks into the library
24. Journeys & Wireframes
26. Unitec onboarding
33. Extreme Visualisation
34. Extreme Visualisation
35. Thank you