Big Data. Ukázaná platí!

Transcription

1 Big Data Ukázaná platí!

2 BIGHUB FROM DATA TO AHA! SKILLS SECTORS Focused on Artificial Intelligence, Big Data and Information Management. Based in Prague, Czech Republic Formed in 2016 TEAM MATTERS Data analytics practitioners who built data warehouses, big data platforms and artificial intelligence-based solutions with a real business impact. team background Graduated from 60% Faculty of Nuclear Physics 20% Economics 20% Other (Law,...) Information Management Data Warehousing Big Data technologies & Hadoop Data Quality & Master Data Management Data Governance & Security Advanced Analytics Deep learning Operation research Image and signal processing Graph analysis Predictive modelling Text-analytics Data Exploration and Visualization Advanced visualizations IoT Near real-time analytics SOLUTIONS propensity models, churn models, supply chain analyses, customer segmentation, workforce optimization, near realtime analysis, big data platform implementations, recommendation systems,... Finance banking, insurance Telco mobile, internet Retail supermarkets CLIENTS Utilities gas, electricity Logisitics transportation, post Media ads, all channels International client-base, often within world-wide holdings - eg. largest US investment broker 2

3 Cases!

4 Financial Sector

5 Maximize Client Understanding Microsegmentation Behavioral patterns Transaction networking Text processing Web analytics Act just in time Client retention...

6 Big Data role Restore 15y+ history from tapes back to online!

7 No! You don t have to choose between...

8 Big Data role Restore 15y+ history from tapes back to online! Massive data enrichment

9 Connections Ownership Persons Any Corporation Business line Ratings $ Financial Contacts

10 Big Data role Restore 15y+ history from tapes back to online! Massive data enrichment Customer-Supplier analysis

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12 Big Data role Restore 15y+ history from tapes back to online! Massive data enrichment Customer-Supplier analysis Life-Style segmentation

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14 Big Data role Restore 15y+ history from tapes back to online! Massive data enrichment Customer-Supplier analysis Life-Style segmentation Branch optimization

15 Big Data role Restore 15y+ history from tapes back to online! Massive data enrichment Customer-Supplier analysis Life-Style segmentation Branch optimization Corporate analytics

16 Artificial Intelligence trained to suggest optimal Product portfolio for a completely unknown customer just based on public registers. Unknown Company Company 1 Company 2 Company 3 Company.. Company N Products Profile Deep Learning

17 Energy Sector

18 Maximize Operational Efficiency Workforce Management Regional segments reconsiderations Dispatching optimization SCADA analytics Early Warning Systems...

19 Big Data role Data liberalization!

20 Big Data role Data liberalization Big Data Platform in Cloud

21 Big Data role Data liberalization Big Data Platform in Cloud Workforce Management

22 Accidents, Failures External requests Automated (re)planning Stack Dispatching Dispatcher Automated task assignment Transport Route optimization Lead Inspector Inspector Service Requests Monitoring Repair Asset Assessment Plan Predictive maintenance Planner Grid

23 Big Data role Data liberalization Big Data Platform in Cloud Workforce Management SCADA analytics

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25 Obstacles...

26 Typical issues Immunity to change technology, processes, architecture patterns, standards

27 Typical issues Immunity to change technology, processes, architecture patterns, standards Business hesitations / Low trust

28 Typical issues Immunity to change technology, processes, architecture patterns, standards Business hesitations / Low trust Experts missing

29 Typical issues Immunity to change technology, processes, architecture patterns, standards Business hesitations / Low trust Experts missing Last mile problem locked data visualizations rigid systems CRM releases

30 Google Trends Czech Republic San Francisco San Francisco China

31 Questions? Thank you! bighub.cz tel.: