Bespoke Analytics Leveraging Advanced Analytics for growth and sustainability in the Financial Services Sector.

Slides:



Advertisements
Similar presentations
Your Career Starts Here! APPLY ONLINE: campus.canadiantire.ca SUMMER 2009 CO-OP OPPORTUNITY COMPANY SUMMARY: Recently ranked as one of Canada’s 10 Most.
Advertisements

IBM SPSS Solutions A SELECT INTERNATIONAL COMPANY.
Retail and Consumer Roadmap to Retailing in the Digital Era Strictly Private and Confidential 17 June 2015.
© 2014 IBM Corporation Smarter Workforce Services Business Process Innovation.
© 2010 IBM Corporation Business Analytics software Business Analytics Editable Text Editable Text Editable Text.
Axis AI Solves Challenges of Complex Data Extraction and Document Classification through Advanced Natural Language Processing and Machine Learning MICROSOFT.
Course : Study of Digital Convergence. Name : Srijana Acharya. Student ID : Date : 11/28/2014. Big Data Analytics and the Telco : How Telcos.
The Application of Data Mining in Telecommunication by Wang Lina February 2003.
MarketsandMarkets Presents Big Data Market worth $46.34 Billion by 2018
Leverage Big Data With Hadoop Analytics Presentation by Ravi Namboori Visit
Companies of All Sizes Can Realize the Benefits of Big Data Fast with the Power of Microsoft Azure and Organon Analytics’ Analytics-as-a- Service MICROSOFT.
Speech Analytics Market to Global Analysis and Forecast by Type, Deployment Type and by Vertical No of Pages: 150 Publishing Date: Apr 2017 Single.
Speech Analytics Market to Global Analysis and Forecast by Type, Deployment Type and by Vertical No of Pages: 150 Publishing Date: May 2017 Single.
Kbv Research | +1 (646) | Predictive Analytics Market Knowledge Based Value (KBV) Research Visit:
Kbv Research | +1 (646) | Social Media Analytics Market Knowledge Based Value (KBV) Research Visit:
Strategies for Mature and Declining Markets
Kbv Research | +1 (646) | Knowledge Based Value (KBV) Research Visit: Global.
Based on four case studies and a follow-up survey, we have identified the key success factors for realizing value from DDS (digital data stream) investments.
Challenges and opportunities for the CFO
Presenter Date | Location
“effective communication, deeper engagement”
Big Data –An Overview
Mike Gualtieri, Principal Analyst
Published Date: 14th October 2013
IBM Tivoli Web Site Analyzer Training Document
Kbv Research | +1 (646) | Executive Summary (1/2) Global Streaming Analytics Market Knowledge Based Value (KBV) Research.
The Internet of Things (IoT) and Analytics
Chapter 11 Building a Customer-Centric Organization – Customer Relationship Management 11-1.
The Azure Cloud Platform Delivers Data-Driven Digital Transformation for Credit Union Industry Partner Logo “When Helios and Matheson Analytics embarked.
Navision Business Analytics
Kbv Research | +1 (646) | Global Operational Analytics Market Knowledge Based Value (KBV) Research Full report:
DEFECT PREDICTION : USING MACHINE LEARNING
Kbv Research | +1 (646) | Executive Summary (1/2) Global Speech Analytics Market Knowledge Based Value (KBV) Research Full.
Kbv Research | +1 (646) | Global Text Analytics Market Knowledge Based Value (KBV) Research Full report -
Kbv Research | +1 (646) | Global In-Memory Analytics Market Knowledge Based Value (KBV) Research Full report -
MDIC- Case for Quality Forum
Implementing Marketing Analytics
7 powerful questions of Data Science
CUSTOMER RELATIONSHIP MANAGEMENT CONCEPTS AND TECHNOLOGIES
Automating Profitable Growth™
© 2016 Global Market Insights, Inc. USA. All Rights Reserved Fuel Cell Market size worth $25.5bn by 2024 Low Power Wide Area Network.
Automating Profitable Growth™
Improve Patient Experience with Saama and Microsoft Azure
INNOvation in TRAINING BUSINESS ANALYSTS HAO HElEN Zhang UniVERSITY of ARIZONA
Committed to delivering winning solutions
Supply Chain Transformation Highlights
SAP Hybris Marketing Deliver contextual marketing that’s truly real time one-to-one. Introduction SAP Hybris solutions provide omnichannel customer.
SOUTH AFRICAN INSURANCE ASSOCIATION
Winning New Business - Webinar
MAZARS’ CONSULTING PRACTICE Helping your Business Venture Further
MAZARS’ CONSULTING PRACTICE Helping your Business Venture Further
MAZARS’ CONSULTING PRACTICE Helping your Business Venture Further
MAZARS’ CONSULTING PRACTICE
MAZARS’ CONSULTING PRACTICE Helping your Business Venture Further
MAZARS’ CONSULTING PRACTICE Helping your Business Venture Further
Best Practices – Winning New Business
MAZARS’ CONSULTING PRACTICE Helping your Business Venture Further
KEY INITIATIVE Financial Data and Analytics
KEY INITIATIVE Finance Function Management
MAZARS’ CONSULTING PRACTICE Helping your Business Venture Further
KEY INITIATIVE Financial Data and Analytics
Pitch Deck.
Implementing Marketing Analytics
Automating Profitable Growth
Built on the Powerful Azure Platform, Angoss Helps Businesses Turn Data into Actionable Insights That Reduce Risk, Increase Organizational Performance.
I4.0 in Action The importance of people and culture in the Industry 4.0 transformation journey Industry 4.0 Industry 3.0 Industry 2.0 Industry 1.0 Cyber.
Customer 360.
Kbv Research | +1 (646) | Executive Summary (1/2) Insurance Fraud Detection Market Knowledge Based Value (KBV) Research.
Kbv Research | +1 (646) | Executive Summary (1/2) Healthcare Predictive Analytics Market Knowledge Based Value (KBV) Research.
How Can Technology Be Used In Market Research Industry?
Presentation transcript:

Bespoke Analytics Leveraging Advanced Analytics for growth and sustainability in the Financial Services Sector.

The Problem 1 The Financial Services Sector has often been slow to accept and suspicious of technological advancements. Many have accepted this growing influence of technology grudgingly. However, Financial Service providers have increasingly collected more and more data in an attempt to improve their operations, i.e. improving products, marketing, risk and fraud management.

The Problem 2 Though commendable, many financial service providers have left out a key component when dealing with data, namely the data analytics technologies needed to draw insight from this growing set of data. At a basic level the equation they follow is: Greater Data = Better Insights This [un]equation also highlights the main problem many financial service providers have with their data.

The pond separating data from Intelligence Firms often invest more resources in collecting a greater quantum of data without giving adequate thought to the need of improved tools to draw insights from this data. The situation is exacerbated as new data structures are introduced and being recorded by firms in the financial sector. The lack of the necessary infrastructure means that financial services often view these large data sets as cumbersome and problematic, thus completely ignoring this data. Those who want to glean insight from the data are hindered by the lack of the technical, analytic and programing skills to effectively clean, restructure, analyze, and generate intelligence.

Advanced Analytics: The Role and Responsibilities of Firms. Financial Service firms must realize the changing responsibilities that they have towards their data. There is a need to create a data environment that makes data more valuable, rather than a valueless behemoth. Advanced Analytics can feed into improved methods of credit-rating and risk management, to name only a few. However, before any new value can be derived, financial firms must commit to improving their data analytics capacity – this must be their target.

The Analytics Value-Chain Yoana™ Insights Intelligence Opportunity Growth & Sustainability Data The Analytics Value-Chain

kdalgo – Our firm; our capabilities. kdalgo provides invaluable data analytics solutions for the increasing and varied data challenges plaguing business decision-makers today. We wrestle big data and give clients simple, actionable insights tailored specifically to fit - we never compromise. kdalgo identifies hidden insights and gain intelligence using Data Analytics Machine Learning Algorithms Predictive Analytics Custom Algorithm for unstructured data

The Changing face of Risk in the Financial Services Sector The Financial Service sector in recent times has been plagued with damaging, high-profile fraud cases. The inability of firms to detect and protect themselves against these highlights the need to refine the processes and technologies employed to detect the occurrences of potential adverse effects. Advanced Analytics is an high-impact tool in the arsenal of any firm that can effectively deploy it within its business functions. The Changing face of Risk in the Financial Services Sector

Advanced Analytics: A Clearer Picture Leveraging Python and R powerful data integration and imputations tools, kdalgo will effectively enhance the picture of data by correcting for missingness, clean and restructure messy data to make it amenable to statistical and analytical processes and algorithms. Messy Data caused by the presence of complex or uncommon data types and structures is endemic in large datasets, often compounds the stress of firms and IT professionals and thereby hampers their ability to leverage the data for improved insights. Missing Data is a problem that hamstrings the ability of firms to draw insights from their data.

Understanding the Customer better than ever In the financial services, different products are offered to different customer segments, it is important to understand the customer. Analytics offers a 360-view of the customer. Employing methods such as multiple discriminant analysis will highlight product preferences. Incorporating data analytics will boost the accuracy and comprehensiveness of information on customer segments. By incorporating big data analytics tools, customer will be better served, providing improved customer experiences, improving retention, reducing churn, and driving growth.

Clustering & Classification Statistical Learning tools including multivariate cluster analytic algorithms helps in categorizing all facets of business, such as : Investment instruments Clients Customers Infusing analytics into the your processes, will increased understanding and drivability– leading to better performance and risks control.

Product Design and Development Leveraging sentiment-analysis, perceptual mapping, multidimensional preference mapping to enhance market segmentation, product development and positioning. By tapping into unstructured data such as social media and blog posts, financial service providers will unearth a new stream of insights to enhance their marketing and communications tools. Using logit Choice modeling, can give insight into behavior choices, which in turn inform us about our branding and optimal new product(s) or brands to pursue. Product Design and Development

Impact Impact on Financial Services Big Data Analytics Systems - Ability to handle both structured and unstructured data. - Designed to handle large data sets from a number of sources across multiple sources and platforms. -Technology to facilitate parallel processing for faster development and deployment - Able to respond in real-time or near real-time. - Strong predictability of Risk and Fraud Impact on Financial Services -Improved decision support.  -Respond quickly to changing business trends and capitalize on opportunities.  -Ability to make real-time decisions. -Provider gains a competitive advantage through increased customer insights.  -Have the Competitive Intelligence to create innovative products to drive profitability.  -Detect and Prevent adverse risk and fraud that may impact the sustenance and profitability of business. Impact

kdalgo – How we work We are client-oriented We are Adaptive We work with the client to highlight and fully define the problem areas and challenges they face. We are Adaptive At kdalgo we understand that your data needs change, so we make sure that our solutions adapt to meet ever changing business expectations We value simplicity kdalgo understands that business is fast, and decision makers need to be able to make decisions - fast. We provide simple, clear, and actionable information for swift decisions. We are problem driven. Your ‘headache’ drives us !!! We develop tools to solve your specific problems and provide competitive Intelligence and advantage- customized solutions!!!. kdalgo – How we work

Tel: +233 57 112 4442 Email: info@kdalgo.com web: https://kdalgo.com blogs: https://kdalgo.tech