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ALONG COMES
MLOPS……THE NEXT
BIG THING YOU’LL
WANT TO KNOW
2
Disclaimer
Presentations are intended for educational purposes only and do not replace independent
professional judgment. Statements of facts and opinions expressed are those of the
participants individually and, unless expressly stated otherwise, are neither the opinion nor
position of The Digital Insurer. The Digital Insurer do not endorse or approve, and assume
no responsibility for, the content, accuracy or completeness of the information presented.
3
Working together to accelerate the digital transformation of insurance
Key Questions
4
Today’s Panellists
Working together to accelerate the digital transformation of insurance
5
Discussion Agenda
60
Minutes
Opening remarks
Research report with Max Ang, CELENT
Fireside chat with CELENT, Red Hat, Intel & HDFC Life
Wrap up
Working together to accelerate the digital transformation of insurance
6
• How to participate:
If you have a question please type into the Q&A area
If you have a comment please type into the chat area
• Session format:
The moderator will use a combination of their own questions and those from the
audience
Working together to accelerate the digital transformation of insurance
How to participate
7
Working together to accelerate the digital transformation of insurance
Opening Remarks
Simon Phipps
Founder, The Digital Insurer
Vincent Caldeira
Chief FSI Technologist,
Red Hat APAC
8
Working together to accelerate the digital transformation of insurance
https://www.the-digital-insurer.com/tdi_pov_papers/tdi-techmap21/
TDI Tech map ‘21
9
Working together to accelerate the digital transformation of insurance
Research Report
Max Ang
Insurance Analyst,
CELENT, a division of OliverWyman
10
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17
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23
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26
27
28
29
A division of Oliver Wyman
31
Discussion Agenda
Working together to accelerate the digital transformation of insurance
Opening remarks
Research report with Max Ang, CELENT
Fireside chat with CELENT, Red Hat, Intel & HDFC Life
Wrap up
32
Poll
Q. Where do you think most insurers are on their MLOPs
journey?
Response options
a) Established
b) Moving to mainstream
c) Early days
33
Time to talk
Working together to accelerate the digital transformation of insurance
34
Panel Discussion
Working together to accelerate the digital transformation of insurance
35
Working together to accelerate the digital transformation of insurance
The journey to winning TDI 2021 Insurer Innovation Award
Francis Rodrigues
Sr. Vice President of Innovation,
Business Insights and Data Labs,
HDFC Life
This is the sole and exclusive property of HDFC Life. September 12, 2021
The use of Vision AI at HDFC Life
Presented by Francis Rodrigues,
Senior Vice President, Innovation, Data Labs and Business Insights , HDFC Life
The use of Vision AI for the Policy Purchase Journey
37
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
38
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
Thank You
40
Working together to accelerate the digital transformation of insurance
Panel Discussion
41
Discussion Agenda
Working together to accelerate the digital transformation of insurance
Opening remarks
Research report with Max Ang, CELENT
Fireside chat with CELENT, Red Hat, Intel & HDFC Life
Wrap up
42
Poll 2 – Further info?
Q. If you would like to hear more from any of today’s participants please indicate here:
Response options
a) Red Hat
b) Celent
c) Intel
d) HDFC Life
e) The Digital Insurer
43
Poll
TDI Webinars – Now available on-demand
Working together to accelerate the digital transformation of insurance
https://www.the-digital-insurer.com/events/
Partnering for
success in a digital
world
L&D in a Digital
Age
Insights to Solutions
Digital Underwriting
Partnering for
success in a digital
world
Talking Insurance
Tech
Omni Advisor – The
Future of Agency
44
Feedback please!
Three ways
▪ At end of webinar using survey
▪ When you receive the recording link
▪ To TDI individually
45
Contact Details
TDI Academy – learning for the digital age
Simon Phipps simon.Phipps@the-digital-insurer.com
Vincent Caldeira vincent.caldeira@redhat.com
Max Ang MAng@celent.com
Francis Rodrigues frodrigues@hdfclife.com
Kanapathy Murugayah kanapathy.murugayah@intel.com
46
ALONG COMES
MLOPS……THE NEXT
BIG THING YOU’LL
WANT TO KNOW
Thanks for your time!
(feedback please)

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Webinar:Along comes MLOps...the next big thing you'll want to know

  • 1. ALONG COMES MLOPS……THE NEXT BIG THING YOU’LL WANT TO KNOW
  • 2. 2 Disclaimer Presentations are intended for educational purposes only and do not replace independent professional judgment. Statements of facts and opinions expressed are those of the participants individually and, unless expressly stated otherwise, are neither the opinion nor position of The Digital Insurer. The Digital Insurer do not endorse or approve, and assume no responsibility for, the content, accuracy or completeness of the information presented.
  • 3. 3 Working together to accelerate the digital transformation of insurance Key Questions
  • 4. 4 Today’s Panellists Working together to accelerate the digital transformation of insurance
  • 5. 5 Discussion Agenda 60 Minutes Opening remarks Research report with Max Ang, CELENT Fireside chat with CELENT, Red Hat, Intel & HDFC Life Wrap up Working together to accelerate the digital transformation of insurance
  • 6. 6 • How to participate: If you have a question please type into the Q&A area If you have a comment please type into the chat area • Session format: The moderator will use a combination of their own questions and those from the audience Working together to accelerate the digital transformation of insurance How to participate
  • 7. 7 Working together to accelerate the digital transformation of insurance Opening Remarks Simon Phipps Founder, The Digital Insurer Vincent Caldeira Chief FSI Technologist, Red Hat APAC
  • 8. 8 Working together to accelerate the digital transformation of insurance https://www.the-digital-insurer.com/tdi_pov_papers/tdi-techmap21/ TDI Tech map ‘21
  • 9. 9 Working together to accelerate the digital transformation of insurance Research Report Max Ang Insurance Analyst, CELENT, a division of OliverWyman
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  • 30. A division of Oliver Wyman
  • 31. 31 Discussion Agenda Working together to accelerate the digital transformation of insurance Opening remarks Research report with Max Ang, CELENT Fireside chat with CELENT, Red Hat, Intel & HDFC Life Wrap up
  • 32. 32 Poll Q. Where do you think most insurers are on their MLOPs journey? Response options a) Established b) Moving to mainstream c) Early days
  • 33. 33 Time to talk Working together to accelerate the digital transformation of insurance
  • 34. 34 Panel Discussion Working together to accelerate the digital transformation of insurance
  • 35. 35 Working together to accelerate the digital transformation of insurance The journey to winning TDI 2021 Insurer Innovation Award Francis Rodrigues Sr. Vice President of Innovation, Business Insights and Data Labs, HDFC Life
  • 36. This is the sole and exclusive property of HDFC Life. September 12, 2021 The use of Vision AI at HDFC Life Presented by Francis Rodrigues, Senior Vice President, Innovation, Data Labs and Business Insights , HDFC Life
  • 37. The use of Vision AI for the Policy Purchase Journey 37 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
  • 38. The use of Vision AI for Policy Servicing, Risk Mitigation and Fraud Prevention 38 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
  • 40. 40 Working together to accelerate the digital transformation of insurance Panel Discussion
  • 41. 41 Discussion Agenda Working together to accelerate the digital transformation of insurance Opening remarks Research report with Max Ang, CELENT Fireside chat with CELENT, Red Hat, Intel & HDFC Life Wrap up
  • 42. 42 Poll 2 – Further info? Q. If you would like to hear more from any of today’s participants please indicate here: Response options a) Red Hat b) Celent c) Intel d) HDFC Life e) The Digital Insurer
  • 43. 43 Poll TDI Webinars – Now available on-demand Working together to accelerate the digital transformation of insurance https://www.the-digital-insurer.com/events/ Partnering for success in a digital world L&D in a Digital Age Insights to Solutions Digital Underwriting Partnering for success in a digital world Talking Insurance Tech Omni Advisor – The Future of Agency
  • 44. 44 Feedback please! Three ways ▪ At end of webinar using survey ▪ When you receive the recording link ▪ To TDI individually
  • 45. 45 Contact Details TDI Academy – learning for the digital age Simon Phipps simon.Phipps@the-digital-insurer.com Vincent Caldeira vincent.caldeira@redhat.com Max Ang MAng@celent.com Francis Rodrigues frodrigues@hdfclife.com Kanapathy Murugayah kanapathy.murugayah@intel.com
  • 46. 46 ALONG COMES MLOPS……THE NEXT BIG THING YOU’LL WANT TO KNOW Thanks for your time! (feedback please)