Across industries, AI is supercharging innovation with machine-powered computation. In finance, bankers are using AI to detect fraud more quickly and keep accounts safe, telecommunications providers are improving networks to deliver superior service, scientists are developing novel treatments for rare diseases, utility companies are building cleaner, more reliable energy grids and automotive companies are making self-driving cars safer and more accessible.
The backbone of top AI use cases is data. Effective and precise AI models require training on extensive datasets. Enterprises seeking to harness the power of AI must establish a data pipeline that involves extracting data from diverse sources, transforming it into a consistent format and storing it efficiently.
Data scientists work to refine datasets through multiple experiments to fine-tune AI models for optimal performance in real-world applications. These applications, from voice assistants to personalized recommendation systems, require rapid processing of large data volumes to deliver real-time performance.
As AI models become more complex and begin to handle diverse data types such as text, audio, images, and video, the need for rapid data processing becomes more critical. Organizations that continue to rely on legacy CPU-based computing are struggling with hampered innovation and performance due to data bottlenecks, escalating data center costs, and insufficient computing capabilities.
Many businesses are turning to accelerated computing to integrate AI into their operations. This method leverages GPUs, specialized hardware, software, and parallel computing techniques to boost computing performance by as much as 150x and increase energy efficiency by up to 42x.
Leading companies across different sectors are using accelerated data processing to spearhead groundbreaking AI initiatives.
Finance Organizations Detect Fraud in a Fraction of a Second Financial organizations face a significant challenge in detecting patterns of fraud due to the vast amount of transactional data that requires rapid analysis. Additionally, the scarcity of labeled data for actual instances of fraud poses a difficulty in training AI models. Conventional data science pipelines lack the required acceleration to handle the large data volumes associated with fraud detection. This leads to slower processing times that hinder real-time data analysis and fraud detection capabilities.
To overcome these challenges, American Express, which handles more than 8 billion transactions per year, uses accelerated computing to train and deploy long short-term memory (LSTM) models. These models excel in sequential analysis and detection of anomalies, and can adapt and learn from new data, making them ideal for combating fraud.
Leveraging parallel computing techniques on GPUs, American Express significantly speeds up the training of its LSTM models. GPUs also enable live models to process huge volumes of transactional data to make high-performance computations to detect fraud in real time.
The system operates within two milliseconds of latency to better protect customers and merchants, delivering a 50x improvement over a CPU-based configuration. By combining the accelerated LSTM deep neural network with its existing methods, American Express has improved fraud detection accuracy by up to 6% in specific segments.
Financial companies can also use accelerated computing to reduce data processing costs. Running data-heavy Spark3 workloads on NVIDIA GPUs, PayPal confirmed the potential to reduce cloud costs by up to 70% for big data processing and AI applications.
By processing data more efficiently, financial institutions can detect fraud in real time, enabling faster decision-making without disrupting transaction flow and minimizing the risk of financial loss.
Telcos Simplify Complex Routing Operations Telecommunications providers generate immense amounts of data from various sources, including network devices, customer interactions, billing systems, and network performance and maintenance.
Managing national networks that handle hundreds of petabytes of data every day requires complex technician routing to ensure service delivery. To optimize technician dispatch, advanced routing engines perform trillions of computations, taking into account factors like weather, technician skills, customer requests and fleet distribution. Success in these operations depends on meticulous data preparation and sufficient computing power.
AT&T, which operates one of the nation's largest field dispatch teams to service its customers, is enhancing data-heavy routing operations with NVIDIA cuOpt, which relies on heuristics, metaheuristics and optimizations to calculate complex vehicle routing problems.
In early trials, cuOpt delivered routing solutions in 10 seconds, achieving a 90% reduction in cloud costs and enabling technicians to complete more service calls daily. NVIDIA RAPIDS, a suite of software libraries that enables acceleration of data science and analytics pipelines, further accelerates cuOpt, allowing companies to integrate local search heuristics and metaheuristics like Tabu search for continuous route optimization.
AT&T is adopting NVIDIA RAPIDS Accelerator for Apache Spark to enhance the performance of Spark-based AI and data pipelines. This has helped the company boost operational efficiency on everything from training AI models to maintaining network quality to reducing customer churn and improving fraud detection. With RAPIDS Accelerator, AT&T is reducing its cloud computing spend for target workloads while enabling faster performance and reducing its carbon footprint.
Accelerated data pipelines and processing will be critical as telcos seek to improve operational efficiency while delivering the highest possible service quality.
Biomedical Researchers Condense Dru
Most recent headlines
11/12/2025
Dalet, a leading provider of cloud-native, end-to-end media workflow solutions, ...
03/12/2025
CINCINNATI GatesAir has introduced Maxiva XTK, an update to its Maxiva XTE software-defined TV exciter. XTK is a new cost-efficient model primarily developed fo...
03/12/2025
WUPPERTAL, Germany Riedel Communications is partnering with Haivision, a global provider of mission-critical, real-time video networking and visual collaboratio...
03/12/2025
WASHINGTON The Federal Communications Commission has opened a docket for comments on the proposed $6.2 billion Nexstar acquisition for Tegna and set deadlines f...
03/12/2025
MILAN, Italy Brightcove has released seven new features designed to expand global reach, improve audience engagement, enhance live-streaming quality and streaml...
03/12/2025
NEW YORK Great American Media said it plans to launch Pure Flix Familia, a dedicated Spanish-language platform, in 2026....
03/12/2025
SOUTHPORT, Conn. Main Street Sports Group has announced that the FanDuel Sports Network app is now available directly on Vizio and on smart TVs with Vizio OS. T...
03/12/2025
SAN JOSE, Calif. Harmonic has announced that Telia, the second-largest telecom operator in Norway, is modernizing its broadband network with the company's c...
03/12/2025
GREEN BAY, Wis. Sinclair said Jay Zollar, vice president and general manager of WLUK-WCWF here, will retire Dec. 31 after 26 years running the stations. Station...
03/12/2025
S an Nollaig
Celebrate 2025's top Irish sporting stars with RT Sport Awards live from RT Studios on RT One and RT Player
RT pays tribute to Ror...
02/12/2025
Case Study: How Mid-Atlantic Sports Network Moved to All-IP Distribution in 60 D...
02/12/2025
2025 Sports Broadcasting Hall of Fame: Lee Corso, Coach, Commentator, FirebrandBy Ken Kerschbaumer
Tuesday, December 2, 2025 - 7:00 am
Print This Story | S...
02/12/2025
SVG All-Stars: Dan Nabors, Senior Director, Remote Engineering, TNT SportsThe veteran tech leader is helping guide Warner Bros. Discovery's at-home' re...
02/12/2025
National Lacrosse League Opens Season With New Cloud-Based Official Replay-Revie...
02/12/2025
Platinum White Paper: The Cinematic Look in Live Production - Bridging Aesthetic...
02/12/2025
SVG India Announces Advisory Board; JioStar's Prashant Khanna Named ChairmanBy Ken Kerschbaumer
Tuesday, December 2, 2025 - 11:15 am
Print This Story |...
02/12/2025
SVG Summit 2025 Preview: New AI Production Tools Workshop' Features ESPN, F...
02/12/2025
Written and directed by Hailey Gates, Atropia won the U.S. Grand Jury Prize: Dramatic at the 2025 Sundance Film Festival....
02/12/2025
The lightweight and highly portable CORVUS-RAVEN, recently demonstrated at the V...
02/12/2025
The lightweight, rugged Panther 2 tri-band VSAT delivers high-speed data communications for Internet, VPN connectivity and video transmission over commercial an...
02/12/2025
eds3_5_jq(document).ready(function($) { $(#eds_sliderM519).chameleonSlider_2_1({...
02/12/2025
NGID volunteers in the United States
NGID volunteers in Mexico
NGID volunteers in India
NGID volunteers in Spain
NGID volunteers in Australia
NGID voluntee...
02/12/2025
WASHINGTON The Federal Communications Commission's Media Bureau has issued a reminder that stations in DMAs 111 through 120 must implement its audio descrip...
02/12/2025
SAN DIEGO Sony Electronics today introduced the Alpha 7 V (ILCE-7M5), the fifth generation of its Alpha 7 full-frame mirrorless lineup, powered by the newly dev...
02/12/2025
WASHINGTON The Federal Communications Commission has opened a docket for comments on Nexstar Media Group's proposed $6.2 billion acquisition of Tegna and se...
02/12/2025
WASHINGTON The National Association of Broadcasters has added a trio of media executives, Veronica Rodriguez, Matt Schnaars and Jeff Warshaw, to its board of di...
02/12/2025
MILAN, Italy Brightcove has released seven new features designed to expand global reach, improve audience engagement, enhance live-streaming quality and streaml...
02/12/2025
BCNEXXT, the developers of the advanced playout platform Vipe, today announced a new Service Provider Partner agreement with NPC Media, the Australian managed p...
02/12/2025
DPA Microphones today announces the immediate availability of its new N-Series Digital Wireless Microphone System for customers throughout the U.S. In addition ...
02/12/2025
Hiltron Communications reports a well attended and successful Space Tech Expo exhibition, held at the Messe Bremen from Tuesday November 18 through Thursday Nov...
02/12/2025
The beginning of September saw Riverfire by Australian Retirement Trust, in association with Channel 9 and Triple M, kick off the 2025 Brisbane Festival in spec...
02/12/2025
SGM Lighting is pleased to announce an exciting new partnership with ACT Entertainment, under which ACT will serve as the exclusive distributor for SGM's ne...
02/12/2025
Harmonic (NASDAQ: HLIT) today announced that Telia, the second largest telecom operator in Norway, is modernizing its broadband network with the company's i...
02/12/2025
European cloud data protection specialist Keepit is expanding its sales network in the DACH region and has gained TIM AG, one of the leading value-added distrib...
02/12/2025
Featured products at ISE 2026
This year s ISE 2026 theme "Push Beyond" reflects Calrec s direction of travel. The company is dedicated to supporting the AV an...
02/12/2025
Czech Television, the national public broadcaster, has deployed one of the largest LiveU live production projects in the region for live sports and news coverag...
02/12/2025
Test & measurement innovator, Leader Electronics, has announced the release of v8.2 software for its ZEN and ZEN-W Series, bringing advanced cinematic camera se...
02/12/2025
Global provider of video streaming software and services, Accedo, and OTT platform provider, Magine Pro, have signed a binding agreement to carve out and merge ...
02/12/2025
With proven success in broadcast, OTT, and content supply chains, K.S Avinash set to scale Skandha's service-first approach across APAC
Skandha Media Servi...
02/12/2025
AJA Video Systems has joined the RAVENNA community, a network of partners devoted to advancing the RAVENNA standard for distributing real-time audio over intern...
02/12/2025
HUNT VALLEY, Md. Sinclair and its wholly-owned subsidiary One Media Technologies have released a new report focused on how ATSC 3.0, the IP-based NextGen TV sta...
02/12/2025
WASHINGTON The Federal Communications Commission's Media Bureau has issued a reminder that stations in DMAs 111 through 120 must implement its audio descrip...
02/12/2025
WASHINGTON Members of the Advanced Television Systems Committee have elected four industry veterans to three-year terms on the organization's board of direc...
02/12/2025
A new survey from S&P Global Market Intelligence Kagan highlights how important social media is for younger consumers, with Gen Z spending 5.1 hours a day on so...
02/12/2025
Faculty Notes: Fall/Winter 2025 Recent accomplishments, releases, and events by Berklee faculty.
December 1, 2025
By
Editorial Staff
The cast of Kind of M...
02/12/2025
Today, Mistral AI announced the Mistral 3 family of open-source multilingual, multimodal models, optimized across NVIDIA supercomputing and edge platforms.
M...
02/12/2025
Ring In The Holidays With Our Biggest Sale Ever On Ivory II Pianos!From now until December 31st, you can save 50% or more on every Ivory II piano and collection...
02/12/2025
Back to All News
Made in America: How Stranger Things' Electrified the US Economy
Entertainment
02 December 2025
GlobalUnited States
Link copied to cl...
02/12/2025
Back to All News
Culinary Class Wars' Season 2 Trailer Teases New Rules, R...
Across industries, AI is supercharging innovation with machine-powered computation. In finance, bankers are using AI to detect fraud more quickly and keep accounts safe, telecommunications providers are improving networks to deliver superior service, scientists are developing novel treatments for rare diseases, utility companies are building cleaner, more reliable energy grids and automotive companies are making self-driving cars safer and more accessible.
