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Bank insight eng

Alexei Blagirev
Alexei Blagirev

This document discusses a new perspective on data management called Just in Time analytics. It focuses on harvesting both structured and unstructured data from various sources to answer typical questions, identify anomalies, and support business processes and decision making. The key aspects involve data harvesting, treating data as a service, establishing a data market and using data science. The goal is to provide a situation room and reports to enable operational excellence through hypothesis validation and proactive anomaly detection.

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亢亳亰仆亳 于亠亞亟舒 亠 仄亠仂 仂从亳 openbank.ru BANK INSIGHT New perspective on data management with Just in Time analytics
WHAT IS INSIGHT?
OUR FRAMEWORK BANK INSIGHT ZOOM and ResearchScreening of anomaly bi SNAPSHOT static dynamic published
DATA CYCLE KEY ASPECTS Data Harvesting Data as a Service Data Market & Data Science Hypothesis validation Data Cycle Just-in-Time Situation Room for Operational Excellence [business process and Anomalies] Hypothesis validation cycle management [knowledge brokerage] Proactive harvesting of data [structured, unstructured]
DATA AS A SERVICE COMPONENTS Define typical and regular questions and anomalies that above tolerable level of devitation Data Service should supports decision making process of regular business function Define key metrics and dimensions that is important for your success Define tolerance level for data assertions (completeness, accuracy, timeliness, existence, etc) 1.Define Questions to answer? 2. Define business process 3. Define analytical model 4. Define SLA for data SERVICE PASSPORT5. DESIGN OF REPORT >>
DATA AS A SERVICE SUCCESS FACTORS Business process should be defined Operational excellence should be measured You should understand your expectations of anomalies All terminology should be based on United Business Glossary
DATA AS A SERVICE USER STORY Define Typical questions that need to answer Prepare Glossary of Terms Define analytical model and data SLA Design and show data Define business process Prepare service model Business User Data Service interactive map BI.OPEN.RU Service exists No Yes Discover Subscription through HELPME (united service portal) Then choose from the list #1 #2 #3,4 #5 Definition
DESIGNING LIKE THAT
DO SCRUM
LIKE THAT.
INFORMATION IS YOUR PRODUCT Could have different forms of presentation (block-schemes, charts, reports, etc) Should motivate to act Could have different forms of communication (SMS, email push message, etc)
仂仍-于仂
仂仍-于仂
SNAPSHOT
SCREENING OF ANOMALIES
ZOOM AND RESEARCH
SCREENING OF ANOMALIES
SCREENING OF ANOMALIES
Bank insight eng

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Bank insight eng

  • 1. 亢亳亰仆亳 于亠亞亟舒 亠 仄亠仂 仂从亳 openbank.ru BANK INSIGHT New perspective on data management with Just in Time analytics
  • 3. OUR FRAMEWORK BANK INSIGHT ZOOM and ResearchScreening of anomaly bi SNAPSHOT static dynamic published
  • 4. DATA CYCLE KEY ASPECTS Data Harvesting Data as a Service Data Market & Data Science Hypothesis validation Data Cycle Just-in-Time Situation Room for Operational Excellence [business process and Anomalies] Hypothesis validation cycle management [knowledge brokerage] Proactive harvesting of data [structured, unstructured]
  • 5. DATA AS A SERVICE COMPONENTS Define typical and regular questions and anomalies that above tolerable level of devitation Data Service should supports decision making process of regular business function Define key metrics and dimensions that is important for your success Define tolerance level for data assertions (completeness, accuracy, timeliness, existence, etc) 1.Define Questions to answer? 2. Define business process 3. Define analytical model 4. Define SLA for data SERVICE PASSPORT5. DESIGN OF REPORT >>
  • 6. DATA AS A SERVICE SUCCESS FACTORS Business process should be defined Operational excellence should be measured You should understand your expectations of anomalies All terminology should be based on United Business Glossary
  • 7. DATA AS A SERVICE USER STORY Define Typical questions that need to answer Prepare Glossary of Terms Define analytical model and data SLA Design and show data Define business process Prepare service model Business User Data Service interactive map BI.OPEN.RU Service exists No Yes Discover Subscription through HELPME (united service portal) Then choose from the list #1 #2 #3,4 #5 Definition
  • 11. INFORMATION IS YOUR PRODUCT Could have different forms of presentation (block-schemes, charts, reports, etc) Should motivate to act Could have different forms of communication (SMS, email push message, etc)
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