Moderated by CRC... · Moderated by Mitch Ocampo, LOGiQ3. A practical look at data analytics...
Transcript of Moderated by CRC... · Moderated by Mitch Ocampo, LOGiQ3. A practical look at data analytics...
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Moderated by Mitch Ocampo, LOGiQ3
A practical look at data analytics featuring:
Brian Millman, VP, MIB
Genevra Pflaum, AVP, Client Data
Warren Habib, CTO, Everplans
Insurance Analytics in Practice
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Annual number of data breaches and exposed records in the US from 2005 - 2017
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Source: https://finviz.com/map.ashx
Data Analytics Across Markets and Industries
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The Policyholder Journey
* Source: http://www.bain.com/publications/articles/customer-behavior-loyalty-in-insurance-global-2017.aspx
Valuation
Product Development
Market Development
Product Launch
Remuneration
Distribution
Lead Management
Reinsurance Facility
Underwriting
Quote / Illustration
Loans / Withdrawals
Adjustments / Refunds
Lapse and Revival
Endorsements
Fraud Management
Subrogation / Litigation
Assessment / Adjudication
Loss Reserving
Costing / Accts / Tax
Financial Statements
Banking / Budgeting
Product Management
Marketing
Sales and Distribution
Underwriting and Risk Mgt
Policy Acquisition /
Servicing
Claims Management
Finance and
Accounts
Data will grow 44x in 2020 than 2009
52% would be willing to share
data with insurance companies
Digital Consumption
ranges from 2% in Mexico to
23% in the UK*
IoT contributes to 4300%
increase in data by 2020
By 2020 enterprise
managed data will contribute
28 ZB
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Brian MillmanVice President, MIB
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MIB Data
Checking Service
Insurance Activity Index
Follow Up
Life Statistical Services
Cross Check
SOAStudies
DIRS
ReSHIP
2 Years
7 Year file
8 Years
2 YearsPast Engagement
2 Years
Varies – Many yearsPast Engagement
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Data ClassificationMIB requirements drive the data classification
• Regulatory (HIPAA, FACTA/FCRA, State Data Privacy Laws, Country Laws)
• Contractual: Master Service Agreements (MSA’s), Business Associate Agreements (BAA’s), Privacy and Confidentiality Agreements, MIB Services’ (Cross Check, HRID) Agreements
• MIB company decisions (payroll)
Data Classification drives the protection requirements
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Data Classification• Consumer-Protected Data• Company-Protected Information
• Confidential Information• Proprietary Information
• Public Information
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Certifications
NIST
HITRUST
COBIT
ISO 27001
SOC 2One integrated internal control report addressingkey regulatory risks
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Data HandlingData access
Data coordination
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Data Enrichment
Enriched• SSN• Product Type• Line of Business• Face Amount• Currency Type
Historic• First Name• Last Name• MI• DOB• Residence• Place of Birth
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Data Analytics
Examples• MIB Life Index• Impairment Trends• ReSHIP• MIDAS
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Genevra Pflaum AVP, Client DataData Analytics – One Source of the Truth
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Multiple Sources
The Reinsurance Voice from AboveI need seriatim premiums and claims for the past 5 years for these 30 treaties. I need to know which are Fac, which are Joint, which are Conversions and which have reached Attained Age 85.
Treaty ATreaty BTreaty CTreaty DTreaty ETreaty FTreaty GTreaty HTreaty ITreaty JTreaty KTreaty LTreaty MTreaty NTreaty XYZ
And I need it yesterday!
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Multiple Sources
RPT2 RPT3 RPT4 RPT5RPT1
DS1 DS3 DS7DS5
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Multiple Sources
I hear you’re working on the data for “The
Reinsurance Voice from Above”. Remember that Treaty XYZ is incorrect in
DataSource 7!
OH NO!!
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Multiple Sources
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One SourceData Warehouse• is a central repository of integrated data from one or more disparate sources.
It stores current and historical data in one single place.• Sounds great!• Getting there as an organization takes some work…
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One SourceRecommendation• Form a data experts group with stakeholders from all the areas that would
utilize the data warehouse• agree on mappings• meet regularly• document
• Have dedicated IT support
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Examples of Inputs• Standardized:
• client inforce data files• validated client transaction files/premiums• client claim files• client reported reserve files• accelerated underwriting data• pricing data
• Actuarial treaty level mapping• Administration system policies/detail and retro cessions • Claims and Retro Claims • Other?
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Examples of Outputs• Data used for Modeling• Valuation for reserving information• Experience Study data• Corporate Retention• Large Claims • Premium validations data• Cash flow analysis (treaty profitability)• New business monitoring• Any special look at the data, e.g. PLT analysis• Any request from the Reinsurance Voice from Above
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Benefits of One SourceBenefit Description
Maximize Resource Utilization and Effectiveness
• Moving data validation and cleansing activities out of business processes allows for individuals to focus on core job activities.
Process Optimization / Efficiency
• Capture and automate one-off data transformation / enrichment activities in a consumption-ready source defined by a common and consistent standard representing the single version of seriatim data.
• Business rules used to derive data would be applied once and used by many adding consistency to our processes.
• Reduces process redundancies (e.g., ad hoc reconciliations) • Provide stability to data analytic processes
Data Availability • Enhance data availability for key processes. Moving from a process where data is validated when
needed by data set to a process where data is constantly maintained in order to always present the latest version without involving manual intervention.
Competitiveness • Enhances the ability to consistently deliver studies and reports in a timely manner.
Earnings Anlaysis • Enables improved alignment between earnings, pricing and experience studies.
Audit • Potential reduction in audit pain points surrounding reconciling disparate data sets
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Overview
Warren HabibChief Technology Officer
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What is Everplans?A life and legacy platform created to help people securely store, organize and share their most important information with the
people they care about most.
An Everplan can include wills, life insurance policies, healthcare directives, online accounts, and other critical household
information that oftentimes goes undocumented and unmentioned when families need it most.
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Smart, Guided Vault
Everplans includes 29 sections across the following 6 categories:
• My Life• Health and Medical• Financial• Legal• Eldercare• After I’m gone
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Ongoing Guidance
Everplans helps to hold the user’s hand guiding them through each section encouraging them throughout the process.
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Ongoing Guidance
Within each section users can find general education on each life and legacy planning topic
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Inside the Everplan
Users can enter as much or as little information as they want, and can choose to drag and drop or upload copies of files directly from their computer.
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Insights & Analytics
How does Everplans approach data?
• Everplans is HIPAA-compliant, SOC-2 certified • All information is encrypted at rest (several ways!) and in motion• Data is owned by the user and can only be seen by the user and those they
explicitly designate
We use metadata in two ways
• In aggregate, to help provide recommendations on what you might want to complete next in your plan based on what people in similar circumstances do
• Individually, to identify gaps in your planning and offer opportunities to fill those gaps
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Onboarding
During onboarding we take the first few simple steps to help figure out where a user has a gap in their planning
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Filling the Gap
Let users opt in to an experience to shop for insurance and get their permission to use their data to improve it
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Thank You
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Q&A Discussion
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Conclusion
Could the future insurer be a…
How will you rebrand?
Life Coach
Personal Trainer
Driving Instructor
Business Consultant