
The financial services industry is reaching an important milestone with AI, as organizations move beyond testing and experimentation to successful AI implementation, driving business results.
NVIDIA's fifth annual State of AI in Financial Services report shows how financial institutions have consolidated their AI efforts to focus on core applications, signaling a significant increase in AI capability and proficiency.
AI Helps Drive Revenue and Save Costs Companies investing in AI are seeing tangible benefits, including increased revenue and cost savings.
Nearly 70% of respondents report that AI has driven a revenue increase of 5% or more, with a dramatic rise in those seeing a 10-20% revenue boost. In addition, more than 60% of respondents say AI has helped reduce annual costs by 5% or more. Nearly a quarter of respondents are planning to use AI to create new business opportunities and revenue streams.
The top generative AI use cases in terms of return on investment (ROI) are trading and portfolio optimization, which account for 25% of responses, followed by customer experience and engagement at 21%. These figures highlight the practical, measurable benefits of AI as it transforms key business areas and drives financial gains.
Overcoming Barriers to AI Success Half of management respondents said they've deployed their first generative AI service or application, with an additional 28% planning to do so within the next six months. A 50% decline in the number of respondents reporting a lack of AI budget suggests increasing dedication to AI development and resource allocation.
The challenges associated with early AI exploration are also diminishing. The survey revealed fewer companies reporting data issues and privacy concerns, as well as reduced concern over insufficient data for model training. These improvements reflect growing expertise and better data management practices within the industry.
As financial services firms allocate budget and grow more savvy at data management, they can better position themselves to harness AI for enhanced operational efficiency, security and innovation across business functions.
Generative AI Powers More Use Cases After data analytics, generative AI has emerged as the second-most-used AI workload in the financial services industry. The applications of the technology have expanded significantly, from enhancing customer experience to optimizing trading and portfolio management.
Notably, the use of generative AI for customer experience, particularly via chatbots and virtual assistants, has more than doubled, rising from 25% to 60%. This surge is driven by the increasing availability, cost efficiency and scalability of generative AI technologies for powering more sophisticated and accurate digital assistants that can enhance customer interactions.
More than half of the financial professionals surveyed are now using generative AI to enhance the speed and accuracy of critical tasks like document processing and report generation.
Financial institutions are also poised to benefit from agentic AI - systems that harness vast amounts of data from various sources and use sophisticated reasoning to autonomously solve complex, multistep problems. Banks and asset managers can use agentic AI systems to enhance risk management, automate compliance processes, optimize investment strategies and personalize customer services.
Advanced AI Drives Innovation Recognizing the transformative potential of AI, companies are taking proactive steps to build AI factories - specially built accelerated computing platforms equipped with full-stack AI software - through cloud providers or on premises. This strategic focus on implementing high-value AI use cases is crucial to enhancing customer service, boosting revenue and reducing costs.
By tapping into advanced infrastructure and software, companies can streamline the development and deployment of AI models and position themselves to harness the power of agentic AI.
With industry leaders predicting at least 2x ROI on AI investments, financial institutions remain highly motivated to implement their highest-value AI use cases to drive efficiency and innovation.
Download the full report to learn more about how financial services companies are using accelerated computing and AI to transform services and business operations.
More from Nvidia
11/07/2025
Ceramics - the humble mix of earth, fire and artistry - have been part of a global conversation for millennia.
From Tang Dynasty trade routes to Renaissance pa...
10/07/2025
In the race to understand our planet's changing climate, speed and accuracy are everything. But today's most widely used climate simulators often strugg...
10/07/2025
As one of the world's largest emerging markets, Indonesia is making strides toward its Golden 2045 Vision - an initiative tapping digital technologies and...
10/07/2025
Grab a friend and climb toward the clouds - PEAK is now available on GeForce NOW, enabling members to try the hugely popular indie hit on virtually any device.
...
10/07/2025
Coding assistants or copilots - AI-powered assistants that can suggest, explain and debug code - are fundamentally changing how software is developed for both e...
08/07/2025
Modern AI applications increasingly rely on models that combine huge parameter c...
03/07/2025
The forecast this month is showing a 100% chance of epic gaming. Catch the scorching lineup of 20 titles coming to the cloud, which gamers can play whether indo...
02/07/2025
Black Forest Labs, one of the world's leading AI research labs, just changed the game for image generation.
The lab's FLUX.1 image models have earned g...
01/07/2025
In many parts of the world, including major technology hubs in the U.S., there's a yearslong wait for AI factories to come online, pending the buildout of n...
26/06/2025
As of today, NVIDIA now supports the general availability of Gemma 3n on NVIDIA RTX and Jetson. Gemma, previewed by Google DeepMind at Google I/O last month, in...
26/06/2025
Editor's note: This blog is a part of Into the Omniverse, a series focused o...
26/06/2025
Mark Theriault founded the startup FITY envisioning a line of clever cooling products: cold drink holders that come with freezable pucks to keep beverages cold ...
26/06/2025
This GFN Thursday rolls out a new reward and games for GeForce NOW members. Whether hunting for hot new releases or rediscovering timeless classics, members can...
24/06/2025
To get the most out of AI, optimizations are critical. When developers think about optimizing AI models for inference, model compression techniques-such as quan...
24/06/2025
To speed up AI adoption across industries, HPE and NVIDIA today launched new AI factory offerings at HPE Discover in Las Vegas.
The new lineup includes everyth...
24/06/2025
From the heart of Germany's automotive sector to manufacturing hubs across F...
19/06/2025
GeForce NOW is throwing open the vault doors to welcome the legendary Borderland series to the cloud.
Whether a seasoned Vault Hunter or new to the mayhem of P...
18/06/2025
Project G-Assist - available through the NVIDIA App - is an experimental AI assistant that helps tune, control and optimize NVIDIA GeForce RTX systems.
NVIDIA&...
17/06/2025
As a global labor shortage leaves 50 million positions unfilled across industrie...
13/06/2025
Industrial AI isn't slowing down. Germany is ready.
Following London Tech Week and GTC Paris at VivaTech, NVIDIA founder and CEO Jensen Huang's Europea...
12/06/2025
Generative AI has reshaped how people create, imagine and interact with digital ...
12/06/2025
Level up GeForce NOW experiences this summer with 40% off Performance Day Passes. Enjoy 24 hours of premium cloud gaming with RTX ON, delivering low latency and...
11/06/2025
NVIDIA is launching a comprehensive, industry-defining autonomous vehicle (AV) software platform to accelerate large-scale deployment of safe, intelligent trans...
11/06/2025
NVIDIA Research has developed an AI light switch for videos that can turn daytim...
11/06/2025
Using NVIDIA platforms, tools and libraries, European telecommunications institu...
11/06/2025
NVIDIA was today named an Autonomous Grand Challenge winner at the Computer Visi...
11/06/2025
In the face of growing labor shortages and need for sustainability, European man...
11/06/2025
AI is packing and shipping efficiency for the retail and consumer packaged goods (CPG) industries, with a majority of surveyed companies in the space reporting ...
11/06/2025
Urban populations are expected to double by 2050, which means around 2.5 billion...
11/06/2025
Telecom companies last year spent nearly $295 billion in capital expenditures an...
11/06/2025
In a new effort to advance sovereign AI for European public service media, NVIDI...
11/06/2025
At GTC Paris - held alongside VivaTech, Europe's largest tech event - NVIDIA founder and CEO Jensen Huang delivered a clear message: Europe isn't just a...
10/06/2025
Germany's Leibniz Supercomputing Centre, LRZ, is gaining a new supercomputer...
10/06/2025
With a more detailed simulation of the Earth's climate, scientists and resea...
10/06/2025
Cisco and NVIDIA are helping set a new standard for secure, scalable and high-performance enterprise AI.
Announced today at the Cisco Live conference in San Di...
09/06/2025
AI isn't waiting. And this week, neither is Europe.
At London's Olympia, under a ceiling of steel beams and enveloped by the thrum of startup pitches, ...
08/06/2025
U.K. Prime Minister Keir Starmer's ambition for Britain to be an AI maker, not an AI taker, is becoming a reality at London Tech Week.
With NVIDIA's ...
05/06/2025
GeForce NOW is a gamer's ticket to an unforgettable summer of gaming. With 25 titles coming this month and endless ways to play, the summer is going to be e...
04/06/2025
NVIDIA is working with companies worldwide to build out AI factories - speeding ...
04/06/2025
Humans learn the norms, values and behaviors of society from each other - and Bernt B rnich, founder and CEO of 1X Technologies, thinks robots should learn like...
04/06/2025
4:2:2 cameras - capable of capturing double the color information compared with most standard cameras - are becoming widely available for consumers. At the same...
02/06/2025
Editor's note: This blog, originally published on October 28, 2024, has been...
02/06/2025
Since a 7.8-magnitude earthquake hit Syria and T rkiye two years ago - leaving 5...
29/05/2025
Ready for a front-row seat to the next scientific revolution?
That's the idea behind Doudna - a groundbreaking supercomputer announced today at Lawrence Be...
29/05/2025
Large language models (LLMs), trained on datasets with billions of tokens, can generate high-quality content. They're the backbone for many of the most popu...
29/05/2025
GeForce NOW is supercharging Valve's Steam Deck with a new native app - delivering the high-quality GeForce RTX-powered gameplay members are used to on a po...
28/05/2025
Building effective agentic AI systems requires rethinking how technology interac...
27/05/2025
Over a century ago, Henry Ford pioneered the mass production of cars and engines...
27/05/2025
NVIDIA and Google share a long-standing relationship rooted in advancing AI inno...
22/05/2025
GeForce NOW is turning up the heat this summer with a hot new deal. For a limited time, save 40% on six-month Performance memberships and enjoy premium GeForce ...