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AI/ML driven data Platform for Financial Institutions
Enabling Fintech to serve next 500 million
© Finoramic Inc. 2021
Who We Are
Angel Funded by Investors from Google, AirBNB & WalMart
6 Tech, 1 Designer & 1 Product - Right Mixture for a product
Founded Finoramic in 2017
● Built ML based payment fraud detection engine at Google
● 10+ years of experience building & launching AI/ML products with
Google, Rediff, & Trimian
Sachin Gupta
(CEO)
Serial entrepreneur, IIIT-H, Co-Founder & CEO EasyCommute,
● Founding team member of S-labs( Sold to Arcplexus Inc)
● Total experience - 14 year( 7 year in startups)
Mayank Chawla
(COO)
© Finoramic Inc. 2021
Data is the fuel using which best products run.
© Finoramic Inc. 2021
Problems With Financial Data
Customer Experience
Multiple Sources
Users data is scattered
across multiple devices /
accounts / credit bureau
/statements/ SMS/ Email
Uploading bank statements is
a cumbersome and slow
process, it demands efforts
from customer
Crude Data
Data in its raw format is not
useful, before generating any
insights it needs to be
processed well
Acquiring Data Analysing Data
© Finoramic Inc. 2021
40% Users drop out at upload
statements stage
95% Users declined because of
no data or credit history
Missed Opportunity Money left on the table Bad Experience
28 average spam sms users
receive everyday
28
Spams/day
Why We Are Doing It
Statement Parsing / Bank
Creds (ex: Perfios, Yodlee)
Introducing Finoramic
Multiple Consents /
Limited Data
Single Consent
360o Financial Data
For every bank account different
consent is required and uploading
statement is not customer friendly
vs
© Finoramic Inc. 2021
Finoramic’s AI/ML data platform builds a 360° financial profile of a user by
leveraging their existing digital footprint in real time (less than 2 min)
360° FINANCIAL PROFILE
© Finoramic Inc. 2021
Customer signs up
Give Access to Gmail & SMS
Finoramic analyses the data and
generate insights
Customer can see insights about
all of their finances
1
2
3
4
How It Works
© Finoramic Inc. 2021
Insights about Credit Score and Financial wellness
score(Figg Score)
What Customer Gets
© Finoramic Inc. 2021
Monthly transactions across all the accounts
What Customer Gets
© Finoramic Inc. 2021
User can analyze their expenses
What Customer Gets
© Finoramic Inc. 2021
All the insights in usable
format available to bank
5
What Business Gets
© Finoramic Inc. 2021
We can estimate how stable
their income is
What Business Gets
© Finoramic Inc. 2021
We can estimate how much
user can pay more as EMI
What Business Gets
© Finoramic Inc. 2021
We can estimate the address
stability and verify the current
address with algorithms based
on digital footprints
What Business Gets
© Finoramic Inc. 2021
Figg Score
Financial Wellness Score
Credit Score
Ability
Intent Score
Income
Income Stability
All the account statements
The Insights
Positive and Negative
Comments
Average monthly
expenses
© Finoramic Inc. 2021
Figg Score
Financial Wellness Score
Credit Score
All the account statements
The Insights
Positive and Negative
Comments
Ability
Intent Score
Income
Income Stability
Average monthly
expenses
© Finoramic Inc. 2021
Figg Score
Financial Wellness Score
Credit Score
All the account statements
The Insights
Positive and Negative
Comments
Ability
Intent Score
Income
Income Stability
Average monthly
expenses
© Finoramic Inc. 2021
Figg Score
Financial Wellness Score
Credit Score
Ability
Intent Score
Income
Income Stability
Positive and Negative
Comments
Average monthly
expenses
All the account statements
The Insights
© Finoramic Inc. 2021
Figg Score
Financial Wellness Score
Credit Score
Positive and Negative
Comments
Average monthly
Expense
All the account statements
The Insights
Ability
Intent Score
Income
Income Stability
© Finoramic Inc. 2021
Figg Score
Financial Wellness Score
Credit Score
Positive and Negative
Comments
All the account statements
The Insights
Ability
Intent Score
Income
Income Stability
Average monthly
expenses
© Finoramic Inc. 2021
Like we said data is like crude oil, we can make fuel and drive a car directly as well as
generate electricity and light up an entire house
Opportunities are endless
Savings
Insurance
Lending
Contextual
Marketing
Investment
Portfolio
Bill Payments
© Finoramic Inc. 2021
Compliance and Security
Google Certified Partner
Current process takes around 6 months to 1 year
1 of 3 Known Players in India
Google approved access to Gmail and SMS data (Cred/INDWealth)
Security Review by Google
And their certified partners, spent around $50k only in security review
© Finoramic Inc. 2021
- Acquisition of Financial data
using Email, SMS & Device
- Single click access to multiple
accounts
- 360 degree view of user’s
financial data in real time
- 75%+ retention rate on email
consents
● Limited single
account
information
● Most people don’t
have or remember
password
Bank Account
Scraping
● 2/3 months older
data
● Uni-dimensional
payments history
data
● Limited population
coverage
Traditional
Bureaus
● Limited data
coverage with
dependence on
device & telecom
data
● Limited SMS/App
history data
available
Alternative Credit
Scoring
Competitive Analysis
© Finoramic Inc. 2021
Services We Provide
Consumer Engagement App
Mobile app which enables to get access permissions from user keep
them engaged
Microservice Data Platform
Enable/enhance different products on backend
Promotions
Promotions & Advertising these products
© Finoramic Inc. 2021
Key Takeaways
Well Tested Product
Product is tested by 15 companies over time for their product
Microservice Data Platform
Microservice architecture allows flexibility and can be used for different purpose
Data Access and Accuracy
Access to the Gmail data took 1.5 years which only 3 companies in India
have. To reach this level of accuracy it took 4 year with strong tech
team
© Finoramic Inc. 2021
Contact Us
Mayank Chawla
Co-Founder/COO
Mob: +91-9030710846
mayank@finoramic.com
www.linkedin.com/in/mayankchawla/
Sachin Gupta
Founder/CEO
Mob: +1-6504765587
sachin@finoramic.com
www.linkedin.com/in/sachingupta25

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Finoramin_Introduction-1-1.pdf

  • 1. AI/ML driven data Platform for Financial Institutions Enabling Fintech to serve next 500 million
  • 2. © Finoramic Inc. 2021 Who We Are Angel Funded by Investors from Google, AirBNB & WalMart 6 Tech, 1 Designer & 1 Product - Right Mixture for a product Founded Finoramic in 2017 ● Built ML based payment fraud detection engine at Google ● 10+ years of experience building & launching AI/ML products with Google, Rediff, & Trimian Sachin Gupta (CEO) Serial entrepreneur, IIIT-H, Co-Founder & CEO EasyCommute, ● Founding team member of S-labs( Sold to Arcplexus Inc) ● Total experience - 14 year( 7 year in startups) Mayank Chawla (COO)
  • 3. © Finoramic Inc. 2021 Data is the fuel using which best products run.
  • 4. © Finoramic Inc. 2021 Problems With Financial Data Customer Experience Multiple Sources Users data is scattered across multiple devices / accounts / credit bureau /statements/ SMS/ Email Uploading bank statements is a cumbersome and slow process, it demands efforts from customer Crude Data Data in its raw format is not useful, before generating any insights it needs to be processed well Acquiring Data Analysing Data
  • 5. © Finoramic Inc. 2021 40% Users drop out at upload statements stage 95% Users declined because of no data or credit history Missed Opportunity Money left on the table Bad Experience 28 average spam sms users receive everyday 28 Spams/day Why We Are Doing It
  • 6. Statement Parsing / Bank Creds (ex: Perfios, Yodlee) Introducing Finoramic Multiple Consents / Limited Data Single Consent 360o Financial Data For every bank account different consent is required and uploading statement is not customer friendly vs
  • 7. © Finoramic Inc. 2021 Finoramic’s AI/ML data platform builds a 360° financial profile of a user by leveraging their existing digital footprint in real time (less than 2 min) 360° FINANCIAL PROFILE
  • 8. © Finoramic Inc. 2021 Customer signs up Give Access to Gmail & SMS Finoramic analyses the data and generate insights Customer can see insights about all of their finances 1 2 3 4 How It Works
  • 9. © Finoramic Inc. 2021 Insights about Credit Score and Financial wellness score(Figg Score) What Customer Gets
  • 10. © Finoramic Inc. 2021 Monthly transactions across all the accounts What Customer Gets
  • 11. © Finoramic Inc. 2021 User can analyze their expenses What Customer Gets
  • 12. © Finoramic Inc. 2021 All the insights in usable format available to bank 5 What Business Gets
  • 13. © Finoramic Inc. 2021 We can estimate how stable their income is What Business Gets
  • 14. © Finoramic Inc. 2021 We can estimate how much user can pay more as EMI What Business Gets
  • 15. © Finoramic Inc. 2021 We can estimate the address stability and verify the current address with algorithms based on digital footprints What Business Gets
  • 16. © Finoramic Inc. 2021 Figg Score Financial Wellness Score Credit Score Ability Intent Score Income Income Stability All the account statements The Insights Positive and Negative Comments Average monthly expenses
  • 17. © Finoramic Inc. 2021 Figg Score Financial Wellness Score Credit Score All the account statements The Insights Positive and Negative Comments Ability Intent Score Income Income Stability Average monthly expenses
  • 18. © Finoramic Inc. 2021 Figg Score Financial Wellness Score Credit Score All the account statements The Insights Positive and Negative Comments Ability Intent Score Income Income Stability Average monthly expenses
  • 19. © Finoramic Inc. 2021 Figg Score Financial Wellness Score Credit Score Ability Intent Score Income Income Stability Positive and Negative Comments Average monthly expenses All the account statements The Insights
  • 20. © Finoramic Inc. 2021 Figg Score Financial Wellness Score Credit Score Positive and Negative Comments Average monthly Expense All the account statements The Insights Ability Intent Score Income Income Stability
  • 21. © Finoramic Inc. 2021 Figg Score Financial Wellness Score Credit Score Positive and Negative Comments All the account statements The Insights Ability Intent Score Income Income Stability Average monthly expenses
  • 22. © Finoramic Inc. 2021 Like we said data is like crude oil, we can make fuel and drive a car directly as well as generate electricity and light up an entire house Opportunities are endless Savings Insurance Lending Contextual Marketing Investment Portfolio Bill Payments
  • 23. © Finoramic Inc. 2021 Compliance and Security Google Certified Partner Current process takes around 6 months to 1 year 1 of 3 Known Players in India Google approved access to Gmail and SMS data (Cred/INDWealth) Security Review by Google And their certified partners, spent around $50k only in security review
  • 24. © Finoramic Inc. 2021 - Acquisition of Financial data using Email, SMS & Device - Single click access to multiple accounts - 360 degree view of user’s financial data in real time - 75%+ retention rate on email consents ● Limited single account information ● Most people don’t have or remember password Bank Account Scraping ● 2/3 months older data ● Uni-dimensional payments history data ● Limited population coverage Traditional Bureaus ● Limited data coverage with dependence on device & telecom data ● Limited SMS/App history data available Alternative Credit Scoring Competitive Analysis
  • 25. © Finoramic Inc. 2021 Services We Provide Consumer Engagement App Mobile app which enables to get access permissions from user keep them engaged Microservice Data Platform Enable/enhance different products on backend Promotions Promotions & Advertising these products
  • 26. © Finoramic Inc. 2021 Key Takeaways Well Tested Product Product is tested by 15 companies over time for their product Microservice Data Platform Microservice architecture allows flexibility and can be used for different purpose Data Access and Accuracy Access to the Gmail data took 1.5 years which only 3 companies in India have. To reach this level of accuracy it took 4 year with strong tech team
  • 27. © Finoramic Inc. 2021 Contact Us Mayank Chawla Co-Founder/COO Mob: +91-9030710846 mayank@finoramic.com www.linkedin.com/in/mayankchawla/ Sachin Gupta Founder/CEO Mob: +1-6504765587 sachin@finoramic.com www.linkedin.com/in/sachingupta25