FinMomenta Solutions.pdf · 2020-03-12 · Founders Brahma Mahesh K Chief Executive Naveen Madgula...

10
FinMomenta PLAINS Products in Loans, Analytics, Identity, Network, Statement Analyzer

Transcript of FinMomenta Solutions.pdf · 2020-03-12 · Founders Brahma Mahesh K Chief Executive Naveen Madgula...

Page 1: FinMomenta Solutions.pdf · 2020-03-12 · Founders Brahma Mahesh K Chief Executive Naveen Madgula Chief Risk & Products Praveen Krishnam Chief Technology Prasanth Krishnam Chief

FinMomenta PLAINS – Products in Loans, Analytics, Identity, Network, Statement Analyzer

Page 2: FinMomenta Solutions.pdf · 2020-03-12 · Founders Brahma Mahesh K Chief Executive Naveen Madgula Chief Risk & Products Praveen Krishnam Chief Technology Prasanth Krishnam Chief

Introduction

Back-

ground

Education loan marketplace with 100K+ app imprints

Analyzed ₹250cr+ worth credit till date

Processed 120K+ KYC documents

Disbursed ₹12cr+ till date

Offerings

AI based niche solutions in Identity Verification

Bank Statement Analyzer with meaningful insights

Predictive (Credit Score) & Preventive (Fraud / Early Warning) Analytics

Advanced & configurable Loan Originating System

Network ecosystem on Blockchain

Key

Statistics

Customizable credit scoring models for Thick/Thin bureau customers

50K+ credit assessment

Document parsing on 500K+ scanned docs

0.5% fraud cases identified

<0.5% default rate

Page 3: FinMomenta Solutions.pdf · 2020-03-12 · Founders Brahma Mahesh K Chief Executive Naveen Madgula Chief Risk & Products Praveen Krishnam Chief Technology Prasanth Krishnam Chief

Founders

Brahma Mahesh K Chief Executive

Naveen Madgula

Chief Risk & Products

Praveen Krishnam Chief Technology

Prasanth Krishnam Chief Architect

• 30M+ customer base as Banking Sales head

• MBA in Marketing

• Managed $100M+ business across Indian & MNC banks

• MBA in Marketing , CAIIB

• Managed $100M+ turnkey projects in Banking & Fin Services

• MBA in IT & B.Tech in Electronics

• Architect of multi-million value corporates & start-ups in US

• Masters in CS from IIT Bombay

Page 4: FinMomenta Solutions.pdf · 2020-03-12 · Founders Brahma Mahesh K Chief Executive Naveen Madgula Chief Risk & Products Praveen Krishnam Chief Technology Prasanth Krishnam Chief

PLAINS Solutions –SaaS / On-premises • AI / DL based LOS

with instant credit

decision (eKYC, Fraud

check, financial

analysis, customizable

scoring models-5000+

data-points)

• ML based LMS with

Early Warning Signals

• State of art self-training

Identity Verification

products with 95%+

accuracy

• Reduction of risk by

weeding out fake

identity and quicker TAT

• AI / ML based Predictive

Analytics like Credit

assessment with Bureau

/ no-bureau scorecards

• ML based on Preventive

Analytics like Fraud &

Early Warning to control

NPAs

L A I N S P

• Repayment tracking

from various entities can

be managed using

Blockchain Network

• Blockchain solutions can

be derived / customized

based use-case

• Industry best ML

based Statement

(Savings / Current /

CC) analyser

• Credit Manager can

take informed

decisions with

meaningful insights

Page 5: FinMomenta Solutions.pdf · 2020-03-12 · Founders Brahma Mahesh K Chief Executive Naveen Madgula Chief Risk & Products Praveen Krishnam Chief Technology Prasanth Krishnam Chief

Identity Verification

Liveness Check

Multi layered approach enables Banks / FIs to gain a 360˚ view of the customer

Signature Verification – NIDs / Financial Docs

Face Matching – NIDs / Application Forms

NID verification with Government system

Aadhar # validation & genuineness of NID

NID & Utility bills – Parsing docs (including QR code)

Aadhar # Masking /Redacting

Page 6: FinMomenta Solutions.pdf · 2020-03-12 · Founders Brahma Mahesh K Chief Executive Naveen Madgula Chief Risk & Products Praveen Krishnam Chief Technology Prasanth Krishnam Chief

Credit Assessment (incl Statement Analyzer) Data Acquisition

Application

datasets

DWH

External

Apps

Smartphone

datasets

Social dataset

Bank Stmt

Application

Data

Credit Bureau

Smartphone

data

₹ Bank Trxn

Credit History

Alternate data

Historic

data

Data Processing & Modelling

Predictive / Preventive Analytics Data Visualization

Dashboards Visualizations Rule

Engine

Fraud / Early

Warning analytics

Credit Scoring &

Assessment

OCR Transfo

rmation Cleansing

Test & Update

Model

ML Models

Trained data

Prediction

Deployed

Model

Data

Lakes

Page 7: FinMomenta Solutions.pdf · 2020-03-12 · Founders Brahma Mahesh K Chief Executive Naveen Madgula Chief Risk & Products Praveen Krishnam Chief Technology Prasanth Krishnam Chief

Analytics

C E F

• Fraud analytics with 50+ rules /

700+ data-points & customizable

• FIs can reduce risk by 0.5%

• Rules covering personal,

employment & financial

S

• Credit score with 5K+ data-points

• Scorecards custom designed for

Bureau / No-credit customers

• 360˚ view dashboard for Credit

Managers to take quick decisions

• Early Warning with traditional &

alternate real-time data

• 30+ rules with 300+ data-points &

customizable

• FIs can prevent NPAs by 0.5%

• 60+ categorizations in statement

• 20+ top banks and keeps growing

• Processed 1M+ narrations

• 90%+ accuracy & self-learning

model

Page 8: FinMomenta Solutions.pdf · 2020-03-12 · Founders Brahma Mahesh K Chief Executive Naveen Madgula Chief Risk & Products Praveen Krishnam Chief Technology Prasanth Krishnam Chief

LOS & LMS

• Intelligent LOS system for instant credit decision and quick disbursal

• Configurable system hence quick to market launch. Available in Mobile / Web App

• Micro-service architecture to customize for different needs

• Offers customer on-boarding, eKYC, financial analytics, customizable credit scoring,

Physical Verification, e-agreements, NACH set-up, disbursal functions

• Partner / Agent Management portal for lead generation

Loan Originating System LOS

• Intelligent LMS system offers payments, report generation, notifications, early warning

checks

• Modules for part-payment, pre-closure functions

• Modules to handle collection agencies

• Compliance reporting

Loan Maintenance System LMS

Page 9: FinMomenta Solutions.pdf · 2020-03-12 · Founders Brahma Mahesh K Chief Executive Naveen Madgula Chief Risk & Products Praveen Krishnam Chief Technology Prasanth Krishnam Chief

Partners / Prospects hub

Page 10: FinMomenta Solutions.pdf · 2020-03-12 · Founders Brahma Mahesh K Chief Executive Naveen Madgula Chief Risk & Products Praveen Krishnam Chief Technology Prasanth Krishnam Chief

WELCOME ABOARD Any questions? [email protected] + 91 98404 81000 FinMomenta.com

[email protected] + 91 79047 29759 FinMomenta.com