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Financial Services

AI Case Studies

SCT Capital Management

Fund And Asset Management

SCT Capital Management $350 Adaptive Quant Trading hedge fund is fully automated

Strategy

Equbot AIEQ

Fund And Asset Management

The Equbot AIEQ Exchange Traded Fund informs portfolio decisions from data including financial documents and social media posts using AI algorithms to predict price changes

Strategy

Nasdaq

Fund And Asset Management

Nasdaq enhances conduct surveillance to ensure compliance and transparency to achieve 250% increase in detection acuity using natural language processing and machine learning

Risk

Thrivent Financial

Fund And Asset Management

Thrivent Financial attracts 250% more visitors to their website and acquires 22% more customers using Hearsay

Risk

Aidiya

Fund And Asset Management

Aidyia fully automates hedge fund trading using genetic evolutionary and other algorithms claiming a 2% return

R And D

Liquidnet

Fund And Asset Management

Liquidnet assists fund managers in decision making by analysing market and past trading data with machine learning

Operations

Natixis

Fund And Asset Management

Natixis stress-tests trading portfolio for risk and regulatory compliance using machine learning

Legal And Compliance

Investec

Fund And Asset Management

Investec achieved a 32% return on implementing an automated research platform from Squirro which generates insights from real-time data

Information Technology

NAM

Fund And Asset Management

Nomura Asset Management quantify news sources as positive or negative to aid analysts in investment decisions using natural language processing

Information Technology

Castle Ridge Asset Management

Fund And Asset Management

Castle Ridge Asset Management identifies and rebalances portfolio investments among diverse asset classes using machine learning

Finance

Overbond

Fund And Asset Management

Overbond predicts yields for new bond issues with less than 0.02 percentage point inaccuracy by using machine learning

Finance

Baillie Gifford

Fund And Asset Management

Baillie Gifford investigates the potential of AI to improve efficiencies through automating fund manager's tasks

Customer Service

Disciplined Growth Investors

Fund And Asset Management

DGI improves customer service by providing portfolio commentary generated using natural language processing

Customer Service

Kreditech

Banking

Kreditech determines credit worthiness of thin file customers by analysing the way they use internet, social media data, location data and past behaviour, using machine learning

Strategy

FSB

Banking

FSB saves loan application time for b2b lending using algorithms to match borrowers with lenders

Sales

Tala

Banking

Tala extends loans to 150,000 Kenyans based on their mobile phone data with a 90% repayment rate on $50 micro-finance loans using machine learning

Sales

American Express

Banking

American Express identifies $2 billion in potential annual incremental fraud incidents with machine learning

Risk

Chime

Banking

Chime decreases basis point loss by 40% using a machine learning fraud detection platform

Risk

ClearBank

Banking

Clearbank combats fraud and money laundering with the use of machine learning

Risk

Danske Bank

Banking

Danish Danske Bank increases payment fraud detection by 60% and reduces false positives by 50% with machine learning

Risk

Danske Bank

Banking

Dankse Bank identifies fraudulent online banking customers with 99.7% accuracy in a pilot with the BehavioSec behavioural biometrics system

Risk

Danske Bank

Banking

Danske Bank prevents card fraud with the use of machine learning

Risk

Earthport

Banking

Earthport Payment Network reduces false positives of automated suspicious transaction detection using AML risk data in real-time

Risk

HSBC

Banking

HSBC reduces false positives for money laundering detection by 20% using AI to automate the system rules

Risk

Holvi Payment Services

Banking

Holvi reduces time spent investigating false positives for customer risk using AI platform ComplyAdvantage

Risk

Monzo

Banking

Monzo decreased pre-paid card fraud to 0.1% and false positive rate to 25% using machine learning

Risk

NatWest

Banking

NatWest Bank prevents over £7m worth of corporate fraud by using machine learning to detect suspicious invoice payment activity

Risk

OCBC Bank

Banking

OCBC bank reduces number of false positive financial transaction alerts by 35% with machine learning

Risk

Royal Bank of Scotland

Banking

RBS identifies invoice fraud saving £7 million of losses to customers with artificial intelligence

Risk

Revolut

Banking

Revolut reduces bank card fraud using machine learning to detect anomalies

Risk

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