How Banks & Regulators are Applying Machine Learning

Annual worldwide AI revenue is projected to grow from $644 million in 2016 to $37 billion by 2025, with top use cases including algorithmic trading strategy performance improvement; static image recognition, classification, and tagging; efficient, scalable processing of patient data; predictive maintenance; content distribution on social media; and more.

The financial services industry is no stranger to machine learning – a number of large institutions continue to successfully implement the technology across such areas as risk analytics and regulation, customer segmentation, cross-selling and upselling, sales and marketing campaign management, creditworthiness evaluation. Among institutions that are applying machine learning are BBVA, JPMorgan Chase, HSBC, OCBC, and many more.

Credit applications and underwriting are the key areas where machine learning, and data analytics in general, will have an initial impact. The outcomes will include cost reductions, increased efficiency, and less onerous customer experiences, experts suggest.

McKinsey reports that in Europe, more than a dozen banks have replaced older statistical-modeling approaches with machine-learning techniques and, in some cases, experienced 10% increases in sales of new products, 20% savings in capital expenditures, 20% increases in cash collections, and 20 percent declines in churn. The banks have achieved these gains by devising new recommendation engines for clients in retailing and in small and medium-sized companies. They have also built micro-targeted models that more accurately forecast who will cancel service or default on their loans, and how best to intervene, the consultancy says.

Let’s explore some interesting examples of machine learning applications in banking.

MOST POPULAR

To continue reading sign up for MEDICI Inner Circle

This content is available for members only. Subscribe now!

Questions?

Annual Subscription

12-month access to 10,000+ insights, research reports, a database of 13,000+ FinTech companies, and a live global community.

$26/mo

TRY FREE FOR 7 DAYS

SKIP TRIAL

instant access to reports and global community along with donation to COVID-19 fund.

Quarterly Subscription

12-month access to 10,000+ insights, research reports, a database of 13,000+ FinTech companies, and a live global community.

$49/mo

TRY FREE FOR 7 DAYS

SKIP TRIAL

instant access to reports and global community

--------------- Reasons to buy ---------------

Understand the “Why” Behind the “What”

MEDICI offers data-driven, original, unique, and forward-thinking content to understand the “why” behind the “what”

10,000+ insights, 100+ research reports, and 1,000+ videos based on data, collected and processed by top-in-class researchers with over seven years of experience in the financial service industry.

Actionable Insights

We do not stop at the data; we analyze it and extrapolate actionable insights that shape and forecast market trends. All of our pieces are neutral, authentic, and unique – this means that you can’t read them anywhere else!

Data Visualization

We do also care about design. It’s why our infographics are the most-used ones in company reports and the most shared ones on social media.

Growing Proprietary Database of 13,000+ FinTech Companies

We have one of the largest databases with more than 13,000 company profiles listed across 60+ verticals! The database contains primary data collected in two ways:

Through our Global Listening Engine – a proprietary algorithm able to extrapolate and collect data across numerous sources

Directly from FinTechs – thanks to the onboarding flow through which companies can list themselves on the most used database for venture capital in the industry

Join the Largest Global FinTech Community

You will be added to our private WhatsApp Channel with more than 200 FinTech leaders across the globe, where we engage in discussions around various financial services topics daily. After a few clicks, you’ll get to know the whole community, including the MEDICI team – you can ask questions, suggest topics, and get behind-the-scenes insights

Q&A

What is MEDICI Inner Circle™?

MEDICI Inner Circle™ is the membership you need to freely access all MEDICI content, which includes insights, research reports, videos, startup knowledgebase, and the members-only community for live engagement.

What topics do you cover?

We cover more than 60+ sub-segments in FinTech – but we do not stop there; we also cover topics beyond FinTech, such as InsurTech, RegTech, PropTech, WealthTech, BankTech, AgriTech, and the enabling technologies enabling innovation such as AI, Blockchain, etc.

What do I get if I buy the membership? Is there a difference between being a free subscriber and being a member?

By becoming a member, you will unlock all the content on our website. A free subscriber gets access to only 5% of what we publish on the web-site. Paid members also get preferred access to our live events, and exclusive access to the members-only community for live digital engagement.

Do you have a discounted plan for students?

Yes. Please write to us at innercircle@goMEDICI.com.

Do you have an enterprise plan for corporates or groups?

Yes. Please write to us at innercircle@goMEDICI.com.

Do you offer refunds?

We offer a 7-day free trial during which you can access all of our data, insights, and analyses. You can cancel the subscription any time before the end of the free trial period. However, we do not offer refunds.

--------------- OR ---------------

Unlock this article by signing up for MEDICI Inner Circle