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This is the sole and exclusive property of HDFC Life. April 15, 2021
The use of Vision AI at HDFC Life
Presented by Francis Rodrigues,
Senior Vice President, Innovation, Data Labs and Business Insights , HDFC Life
2
Established in 2000, HDFC Life* Insurance Company is a leading individual &
group insurance solution provider in India
The problem, the opportunity and the objective
3
Problems & Opportunities
 Insurance is perceived as a
complex product by the
younger generation
 The buying journey is
complex with lengthy forms
and documentation
 Growth of computer vision
applications due to cheaper
computing capabilities
 The rise of the selfie
generation -93 million selfies
clicked in a day according to
google
 HDFC Life had 4 million
customer photographs
4
The Solution and its Implementation
We identified key problems and opportunities in the customer value chain where AI
based solution could be explored
5
Pain
Points
Limited CSAT
KYC requirement
Dated photographs
on KYC
Manual query
handling
Manual Form filling
Error Prone
Lengthy form fill
Sign-in required
Human Judgment
Lack of medical
markers
Long waiting time
Inexperienced
attendants
Re - authentication
Dated photographs
on KYC
Missed payout
Recycling
Fraud
Underwriting Claims
Form Filling Servicing
Insurance Buying and Ownership Journey
Customer
Connect
Lengthy
Documentation
Various solutions using voice AI, vision AI, text AI and machine learning were
explored to solve these problems across the customer value chain
6
Opportunity
Text AI
Voice AI
Vision AI
ChatBots
Voice AI
Vision AI
ChatBots
Voice AI
Machine Learning
Machine Learning
Vision AI
Vision AI
ChatBots
Voice AI
Vision AI
Machine Learning
Underwriting Claims
Form Filling Servicing
Customer
Connect
Insurance Buying and Ownership Journey
Machine Learning
The use of Vision AI for the Policy Purchase Journey
7
AgeTymer
Face Ageing to visualize
the need for insurance
FaceSense
Face Verification with
customers pic at PCVC*
PicReader
Document OCR for
PAN, Aadhar &
Passport
Bodmeter
Helps to gauge
customers BMI from his
image
SelfieQuote
Insurance buying with
the help of a selfie
Attractive for younger
customers who wish to
buy quick insurance or
older customers who
want to buy online but
find the process
intimidating
Insurance being
intangible, this makes
the customer visualize
the risk of old age and
hence serves as a
nudge in the sales
journey
Extracts customer
gender, age & BMI and
lets us know if they are
overweight. This input
is used to flag off cases
where medical is
required
Extracts information
from standard ID proofs
submitted by the
customer thereby
eliminating the
requirement manual
extraction
Compares customer selfie
to the image on the
document & gives accuracy
of the match. Also matches
the customer credentials
from the ID documents to
do a KYC match at PCVC*
B
E
N
E
F
I
T
S
Policy Purchase Journey
* PCVC=Pre conversion verification check
The use of Vision AI for Policy Servicing, Risk Mitigation and Fraud Prevention
8
PicReader
Document Verification
at Claims & Payout
Signal processing based
Health Profiler which
shows the customer
Blood Pressure and
Heart Rate through a
15 sec video of his/her
fingertip by placing it
on the camera of the
smartphone
Face sense authenticate
the customer who has
walked into a branch
for a policy payout with
the photographs
submitted at the time
of policy inception
Compares the
submitted
document/scans with
the original documents
submitted to validate
the customer/claimant
details
B
E
N
E
F
I
T
S
Policy Servicing, Risk Mitigation and Fraud Prevention
HealthProfiler
BP and Heart rate
detection
FaceSense
Customer Verification at
Branch Payout
FaceMed
Customer Verification at
Medical Checkup
Face Med of the
Customer visiting the
medical center for a
check to authenticate
themselves with their
photos to prevent
misrepresentation
AI Life Certificate
Life Certificate Issuance
for annuitants
Annuitant records a 10
sec video which is
authenticated against
the policy details and a
life certificate is issued
to the annuitant
without them visiting
the branch
The use of Vision AI for Employee authentication during Covid19 WFH
9
Employee Authentication
With all employees forced to work from home due to the Covid19
pandemic, HDFC Life launched Work Smart, a face authentication
software which allows an employee to login to the company systems
using his face as a password.
This feature was launched to ensure secured access to the company
systems and applications by authorized personnel
Work Smart
10
The Results
These AI solutions have led to broad benefits for the customer and the business
11
BENEFITS
ACHIEVED
CUSTOMER BUSINESS
Real-time Authentication
Faster servicing
Futuristic perspective
Convenience
Smoother native
experience
Communication via
everyday apps
3000+ Leads & 175+
Customer
45.06 lac EPI
92% Face Match Accuracy
Manual Verification TAT
from 3min to real time
0.6 resources saved /
branch
20 call center seats
reduced
 SelfieQuote - Initial pilot with our distribution partner generated 3000+leads translating into 175+ new customers and a business of INR
45.06 lakhs in a month with a reduced issuance TAT of 3 days
 FaceSense has achieved a 92%+ accuracy in validating a person’s live image with his photo ID. This has saved the customer valuable time by
reducing the time required for physical id check from 3 minutes to near real time. The project has realised a revenue impact of 10 Cr.
 HealthProfiler has been integrated in a customer facing retiral platform for calculation of a Health Score of the customer. The platform has
received a 23% MOM improvement in customer engagement rate
FaceSense at Branch
 Live at 300+ Branches
 Total Customers for facial
recognition:50,927
FaceSense at Medicals
 Total Customers for facial
recognition:22,560
FaceSense at Chat PCVC*
 Total Customers for facial
recognition:11,350
Life Certificate
 Total Customers for facial
recognition:5000
 85% success rate
12
Thank You

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HDFC Life leverages computer vision to enhance customer experience and drive growth

  • 1. This is the sole and exclusive property of HDFC Life. April 15, 2021 The use of Vision AI at HDFC Life Presented by Francis Rodrigues, Senior Vice President, Innovation, Data Labs and Business Insights , HDFC Life
  • 2. 2 Established in 2000, HDFC Life* Insurance Company is a leading individual & group insurance solution provider in India
  • 3. The problem, the opportunity and the objective 3 Problems & Opportunities  Insurance is perceived as a complex product by the younger generation  The buying journey is complex with lengthy forms and documentation  Growth of computer vision applications due to cheaper computing capabilities  The rise of the selfie generation -93 million selfies clicked in a day according to google  HDFC Life had 4 million customer photographs
  • 4. 4 The Solution and its Implementation
  • 5. We identified key problems and opportunities in the customer value chain where AI based solution could be explored 5 Pain Points Limited CSAT KYC requirement Dated photographs on KYC Manual query handling Manual Form filling Error Prone Lengthy form fill Sign-in required Human Judgment Lack of medical markers Long waiting time Inexperienced attendants Re - authentication Dated photographs on KYC Missed payout Recycling Fraud Underwriting Claims Form Filling Servicing Insurance Buying and Ownership Journey Customer Connect Lengthy Documentation
  • 6. Various solutions using voice AI, vision AI, text AI and machine learning were explored to solve these problems across the customer value chain 6 Opportunity Text AI Voice AI Vision AI ChatBots Voice AI Vision AI ChatBots Voice AI Machine Learning Machine Learning Vision AI Vision AI ChatBots Voice AI Vision AI Machine Learning Underwriting Claims Form Filling Servicing Customer Connect Insurance Buying and Ownership Journey Machine Learning
  • 7. The use of Vision AI for the Policy Purchase Journey 7 AgeTymer Face Ageing to visualize the need for insurance FaceSense Face Verification with customers pic at PCVC* PicReader Document OCR for PAN, Aadhar & Passport Bodmeter Helps to gauge customers BMI from his image SelfieQuote Insurance buying with the help of a selfie Attractive for younger customers who wish to buy quick insurance or older customers who want to buy online but find the process intimidating Insurance being intangible, this makes the customer visualize the risk of old age and hence serves as a nudge in the sales journey Extracts customer gender, age & BMI and lets us know if they are overweight. This input is used to flag off cases where medical is required Extracts information from standard ID proofs submitted by the customer thereby eliminating the requirement manual extraction Compares customer selfie to the image on the document & gives accuracy of the match. Also matches the customer credentials from the ID documents to do a KYC match at PCVC* B E N E F I T S Policy Purchase Journey * PCVC=Pre conversion verification check
  • 8. The use of Vision AI for Policy Servicing, Risk Mitigation and Fraud Prevention 8 PicReader Document Verification at Claims & Payout Signal processing based Health Profiler which shows the customer Blood Pressure and Heart Rate through a 15 sec video of his/her fingertip by placing it on the camera of the smartphone Face sense authenticate the customer who has walked into a branch for a policy payout with the photographs submitted at the time of policy inception Compares the submitted document/scans with the original documents submitted to validate the customer/claimant details B E N E F I T S Policy Servicing, Risk Mitigation and Fraud Prevention HealthProfiler BP and Heart rate detection FaceSense Customer Verification at Branch Payout FaceMed Customer Verification at Medical Checkup Face Med of the Customer visiting the medical center for a check to authenticate themselves with their photos to prevent misrepresentation AI Life Certificate Life Certificate Issuance for annuitants Annuitant records a 10 sec video which is authenticated against the policy details and a life certificate is issued to the annuitant without them visiting the branch
  • 9. The use of Vision AI for Employee authentication during Covid19 WFH 9 Employee Authentication With all employees forced to work from home due to the Covid19 pandemic, HDFC Life launched Work Smart, a face authentication software which allows an employee to login to the company systems using his face as a password. This feature was launched to ensure secured access to the company systems and applications by authorized personnel Work Smart
  • 11. These AI solutions have led to broad benefits for the customer and the business 11 BENEFITS ACHIEVED CUSTOMER BUSINESS Real-time Authentication Faster servicing Futuristic perspective Convenience Smoother native experience Communication via everyday apps 3000+ Leads & 175+ Customer 45.06 lac EPI 92% Face Match Accuracy Manual Verification TAT from 3min to real time 0.6 resources saved / branch 20 call center seats reduced  SelfieQuote - Initial pilot with our distribution partner generated 3000+leads translating into 175+ new customers and a business of INR 45.06 lakhs in a month with a reduced issuance TAT of 3 days  FaceSense has achieved a 92%+ accuracy in validating a person’s live image with his photo ID. This has saved the customer valuable time by reducing the time required for physical id check from 3 minutes to near real time. The project has realised a revenue impact of 10 Cr.  HealthProfiler has been integrated in a customer facing retiral platform for calculation of a Health Score of the customer. The platform has received a 23% MOM improvement in customer engagement rate FaceSense at Branch  Live at 300+ Branches  Total Customers for facial recognition:50,927 FaceSense at Medicals  Total Customers for facial recognition:22,560 FaceSense at Chat PCVC*  Total Customers for facial recognition:11,350 Life Certificate  Total Customers for facial recognition:5000  85% success rate