Blog Posts Business Management

AI use case landscape in BFSI: Guide to start your AI journey

Blog: NASSCOM Official Blog

Only 13% of BFSI enterprises are highly satisfied with their AI implementations, while about 50% are moderately satisfied

Globally, BFSI organizations including banks, insurance companies and financial service providers, are at varying levels of AI adoption. Very often, enterprises that are starting their AI journey, quickly jump to an assumed end state and start working on an AI use case without completely understanding its feasibility and/or resultant benefits.  This results in enterprises facing either or both of the following scenarios:

To avoid this common pitfall, our recently launched report on Indian BFSI – Unlocking the Transformation Potential of AI proposes a unique way of highlighting AI opportunities in the BFSI sector (across banking, insurance and financial services) through a periodic table of AI use cases. It provides the spectrum of use cases in BFSI industry solving specific value chain challenges that can help enterprises understand the landscape, application areas and come up with an action plan for AI suiting their needs.

The research also highlighted that globally, popular enterprise focus areas for AI implementation in BFSI comprise customer experience, operational excellence and proactive risk management (specifically as a fallout of COVID-19)

Download our report here for accessing the full periodic table and instructions to interpret and use it

Here are some illustrative use cases that are amongst the most popular AI use cases implemented by BFSI enterprises globally across each of the value chain segments

BFSI enterprises have been successfully deploying these popular AI use cases as mentioned in the above examples. Customer experience and risk mitigation are the key themes for most of the high-density use case categories. The current COVID-19 crisis has further created multiple complex challenges for banks and financial institutions and driving a stronger focus towards use-cases that enable robust credit risk assessment, cost management, claims investigation, fraud detection / prevention, and stringent customer verification.

Feel free to reach out for any queries/suggestions. Watch out for our next article on how can enterprises prioritize the right use cases with our unique use case prioritization matrix.

To access the full periodic table and detailed use cases download our full report: Indian BFSI: Unlocking the Transformation Potential of AI

References

[1] https://nasscom.in/knowledge-center/publications/indian-bfsi-unlocking-transformation-potential-ai

[2] https://cio.economictimes.indiatimes.com/news/corporate-news/yes-bank-takes-a-leap-with-ai-based-hyper-personalization-tool-pyxis/72002430

[3] https://cio.economictimes.indiatimes.com/news/strategy-and-management/hdfc-banks-eva-becomes-indias-largest-banking-chatbot/60421681

[4] https://cio.economictimes.indiatimes.com/news/next-gen-technologies/how-ai-is-helping-process-insurance-claims-at-icici-lombard-gic/74665837

[5] https://www.h2o.ai/wp-content/uploads/2019/02/H20-Customer-Case-Study-PayPal-5302018-FINAL.pdf

The post AI use case landscape in BFSI: Guide to start your AI journey appeared first on NASSCOM Community |The Official Community of Indian IT Industry.

Leave a Comment

Get the BPI Web Feed

Using the HTML code below, you can display this Business Process Incubator page content with the current filter and sorting inside your web site for FREE.

Copy/Paste this code in your website html code:

<iframe src="https://www.businessprocessincubator.com/content/ai-use-case-landscape-in-bfsi-guide-to-start-your-ai-journey/?feed=html" frameborder="0" scrolling="auto" width="100%" height="700">

Customizing your BPI Web Feed

You can click on the Get the BPI Web Feed link on any of our page to create the best possible feed for your site. Here are a few tips to customize your BPI Web Feed.

Customizing the Content Filter
On any page, you can add filter criteria using the MORE FILTERS interface:

Customizing the Content Filter

Customizing the Content Sorting
Clicking on the sorting options will also change the way your BPI Web Feed will be ordered on your site:

Get the BPI Web Feed

Some integration examples

BPMN.org

XPDL.org

×