Pi cube banking on predictive analytics151

50 %
50 %
Information about Pi cube banking on predictive analytics151

Published on March 15, 2016

Author: sanjrao85308

Source: slideshare.net

1. Predictive Analytics for banking www.pi-cube.com

2. www.pi-cube.com Banking trends: 2016 Customer experience (Sales + service) Effective use of analytics Decisions driven/supported by data Digital channels expand and thrive Market Consolidation (M&A) 2

3. www.pi-cube.comData & Analytics Bank Data Information Knowledge Wisdom Business Intelligence Predictive Analytics Prescriptive Analytics 3

4. www.pi-cube.com 4 Business Intelligence Predictive Analytics Orientation Rearview Future Types of questions What happened? When, who, how many? What will happen? What will happen if we change this one thing? What next? Methods Reporting (KPI’s, metrics) Automated monitoring/alerting Dashboards & Scorecards Ad-hoc queries Predictive modeling Statistical analysis Data/text/multimedia mining Simulation/optimization Data types Structured Structured/unstructured Knowledge creation Manual Automated Business value Reactive Proactive

5. www.pi-cube.com SMART Banking with Predictive Analytics Driven by YOUR data Surfacing quantified insights Enabling YOUR informed decisions Bring in the future with Predictive Analytics POWER-UP your lending business 5

6. www.pi-cube.com SMART banking Data-driven Risk-averse Regulation- compliant Customer-aware 6

7. www.pi-cube.com SMART Banking (web/mobile enabled) COMPLIANCE RISK REVENUES • Identify customer personas • Find new customers • Estimate customer lifetime value • Maximize customer wallet share • Reduce customer attrition • Manage credit risk • Optimize lending policy • Re-structure loans proactively • Assess default-risk • Manage cash reserves • Predict delinquency rate • Enhance loan underwriting • Improve loan applicant selection Proactive customer awareness Proactive risk-aversion Proactive regulatory compliance DATA 7

8. www.pi-cube.com 8 Know your customer’s needs. Ahead of time. • Customize your marketing to the individual customer • Make an offer at the point of need • Increase sales • Create custom offers for your best customers • Increase customer loyalty • Reduce customer attrition

9. www.pi-cube.com 9 Protect your loan assets. Proactively • Manage your loan portfolio proactively • Identify future problem loans • Re-structure potential delinquent loans • Make better loans to your best customers

10. www.pi-cube.com Predictive Analytics Life Cycle Predictive Analytics RoadMap (PARM) Business Understanding Identify use case objectives Data Exploration & Prep Collect, review, select & cleanse sample data Model build & validate manipulate data & draw conclusions Implement & Deploy Integrated web application & dashboard Identify points of contact Review & prioritize business objectives Map business objectives to use cases Joint SOW (Develop, review, signoff ) Use case 1 Use case 2 Use case 3 Use case … 10 Predictive Analytics Roadmap Identify problem (use case) Collect sample data Build & present Predictive Model(s) Pilot Phase (proof-of-concept) Maintain Model optimization Predictive Analytics Framework (architecture, process, connectors)

11. www.pi-cube.com 11

Add a comment

Related pages

Big Data Predictive Analytics Solutions | PiCube

Adaptable Architectural Framework that makes it easy to build and deploy your predictive analytics applications. ... The banking and lending landscape is ...
Read more

Big Data Solutions with Predictive Analytics| PiCube

PiCube offers solutions that address the problems of the data ... The banking and lending landscape ... Predictive analytics helps you consolidate ...
Read more

Predictive Analytics Guide

Predictive analytics is business intelligence technology that ... What will I learn at Predictive Analytics World? Is Predictive Analtyics World a ...
Read more

SAS Asset Performance Analytics | SAS

... meet the demand for higher asset uptime and lower your maintenance costs with SAS Asset Performance Analytics. ... toward a predictive maintenance ...
Read more

Pi (1998) - IMDb

Search for "Pi" on Amazon.com. Connect with IMDb. Share this Rating. Title: Pi (1998) 7.5 /10. Want to share IMDb ...
Read more

Oracle FLEXCUBE Core Banking - Brochure

Oracle FLEXCUBE Core Banking helps you transform your bank with next­generation technology. 2 Comprehensive Core Banking Functionality ... •Predictive ...
Read more


Von Altersvorsorge über Girokonto bis Versicherung: Privatkunden finden gute Beratung und Service bei der Raiffeisenbank Wyhl eG.
Read more

Sanjay Rao | LinkedIn

View Sanjay Rao’s professional profile on LinkedIn. LinkedIn is the world's largest business network, helping professionals like Sanjay Rao discover ...
Read more

CodePlex - Microsoft Dynamics CRM Analytics Foundation - Home

... and service employees can identify and act on new opportunities to grow revenue and improve business efficiency with predictive ... OLAP cube (UDM ...
Read more