Editor's note: This post is part of the AI On blog series, which explores the latest techniques and real-world applications of agentic AI, chatbots and copilots. The series also highlights the NVIDIA software and hardware powering advanced AI agents, which form the foundation of AI query engines that gather insights and perform tasks to transform everyday experiences and reshape industries.
AI agents powered by large language models (LLMs) have grown past their FAQ chatbot beginnings to become true digital teammates capable of planning, reasoning and taking action - and taking in corrective feedback along the way.
Thanks to reasoning AI models, agents can learn how to think critically and tackle complex tasks. This new class of reasoning agents can break down complicated problems, weigh options and make informed decisions - while using only as much compute and as many tokens as needed.
Reasoning agents are making a splash in industries where decisions rely on multiple factors. Such industries range from customer service and healthcare to manufacturing and financial services.
Reasoning On vs. Reasoning Off Modern AI agents can toggle reasoning on and off, allowing them to efficiently use compute and tokens.
A full chain of thought pass performed during reasoning can take up to 100x more compute and tokens than a quick, single shot reply - so it should only be used when needed. Think of it like turning on headlights - switching on high beams only when it's dark and turning them back to low when it's bright enough out.
Single-shot responses are great for simple queries - like checking an order number, resetting a password or answering a quick FAQ. Reasoning might be needed for complex, multistep tasks such as reconciling tax depreciation schedules or orchestrating the seating at a 120 guest wedding.
New NVIDIA Llama Nemotron models, featuring advanced reasoning capabilities, expose a simple system prompt flag to enable or disable reasoning, so developers can programmatically decide per query. This allows agents to perform reasoning only when the stakes demand it - saving users wait times and minimizing costs.
Reasoning AI Agents in Action Reasoning AI agents are already being used for complex problem-solving across industries, including:
Healthcare: Enhancing diagnostics and treatment planning.
Customer Service: Automating and personalizing complex customer interactions, from resolving billing disputes to recommending tailored products.
Finance: Autonomously analyzing market data and providing investment strategies.
Logistics and Supply Chain: Optimizing delivery routes, rerouting shipments in response to disruptions and simulating possible scenarios to anticipate and mitigate risks.
Robotics: Powering warehouse robots and autonomous vehicles, enabling them to plan, adapt and safely navigate dynamic environments.
Many customers are already experiencing enhanced workflows and benefits using reasoning agents.
Amdocs uses reasoning-powered AI agents to transform customer engagement for telecom operators. Its amAIz GenAI platform, enhanced with advanced reasoning models such as NVIDIA Llama Nemotron and amAIz Telco verticalization, enables agents to autonomously handle complex, multistep customer journeys - spanning customer sales, billing and care.
EY is using reasoning agents to significantly improve the quality of responses to tax-related queries. The company compared generic models to tax-specific reasoning models, which revealed up to an 86% improvement in response quality for tax questions when using a reasoning approach.
SAP's Joule agents - which will be equipped with reasoning capabilities from Llama Nemotron -- can interpret complex user requests, surface relevant insights from enterprise data and execute cross-functional business processes autonomously.
Designing an AI Reasoning Agent A few key components are required to build an AI agent, including tools, memory and planning modules. Each of these components augments the agent's ability to interact with the outside world, create and execute detailed plans, and otherwise act semi- or fully autonomously.
Reasoning capabilities can be added to AI agents at various places in the development process. The most natural way to do so is by augmenting planning modules with a large reasoning model, like Llama Nemotron Ultra or DeepSeek-R1. This allows more time and reasoning effort to be used during the initial planning phase of the agentic workflow, which has a direct impact on the overall outcomes of systems.
The AI-Q NVIDIA AI Blueprint and the NVIDIA Agent Intelligence toolkit can help enterprises break down silos, streamline complex workflows and optimize agentic AI performance at scale.
The AI-Q blueprint provides a reference workflow for building advanced agentic AI systems, making it easy to connect to NVIDIA accelerated computing, storage and tools for high-accuracy, high-speed digital workforces. AI-Q integrates fast multimodal data extraction and retrieval using NVIDIA NeMo Retriever, NIM microservices and AI agents.
In addition, the open-source NVIDIA Agent Intelligence toolkit enables seamless connectivity between agents, tools and data. Available on GitHub, this toolkit lets users connect, profile and optimize teams of AI agents, with full system traceability and performance profiling to identify inefficiencies and improve outcomes. It's framework-agnostic, simple to onboard and can be integrated into existing multi-agent systems as needed.
Build and Test Reasoning Agents With Llama Nemotron Learn more about Llama Nemotron, which recently was at the top of industry benchmark leaderboards for advanced science, coding and math tasks. Join the community shaping the future of agentic, reasoning-powered AI.
Plus, explore and fine-tune using the open Llama Nemotron post-training dataset t
North America Stories
13/06/2025
WASHINGTON The ATSC, the Broadcast Standards Association, honored veteran technologist Aldo Cugnini and Clarence Hau, Senior Vice President of Standards, Policy...
13/06/2025
(Editor's note: The 2025 UFL Championship Game between the D.C. Defenders and Michigan Panthers kicks off Saturday, June 14, at 8 p.m. Eastern. The game wil...
13/06/2025
LONDON Warner Bros. Discovery has announced that HBO Max will launch direct-to-consumer in multiple new countries this July as the streamer becomes available in...
13/06/2025
AI voice transcription and captioning platform Verbit has added a new feature to its Captivate ASR solution the ability to identify specific features in automat...
13/06/2025
WASHINGTON Federal Communications Commission member Anna Gomez has wrapped up two weeks in California visiting broadcasters, television studio executives, enter...
13/06/2025
WASHINGTON The U.S. House of Representatives voted mostly along party lines to approve a rescission package that would cancel $9.4 billion in previously approve...
13/06/2025
At InfoComm 2025, AJA Video Systems announced DRM2-Plus, an intuitive, high-capacity 3RU frame that can neatly house up to 24 AJA Mini-Converters. Tailored to s...
13/06/2025
Cinema advertising leader to leverage AOS and suite of AI-enabled solutions to optimize forecasting, yield management, and streamlined ad sales and operations a...
13/06/2025
Manfrotto has launched the ONE Hybrid Tripod, a new support system designed specifically for professional content creators working with mirrorless cameras acros...
13/06/2025
Leading video software provider, Synamedia, today announced that its Media Edge Gateway (MEG), an ATSC 3.0 software-based IRD, now supports Device Security requ...
13/06/2025
LiveU, the global leader in live IP-video contribution, production and distribution solutions, is deepening its commitment to the German-speaking market with th...
13/06/2025
Chaos, the leader in architectural visualisation software, today announces Chaos Corona 13, giving archviz designers new ways to add eye-catching style and flai...
13/06/2025
PALI's Nena Music Video Shot with Blackmagic Design
Brie Clayton June 12, 2025
0 Comments
Blackmagic Cinema Camera 6K and DaVinci Resolve Studio b...
13/06/2025
OddBeast Powers Up iRobot's Newest Roombas with Suite of CGI Launch Assets
Brie Clayton June 12, 2025
0 Comments
The motion design and production ...
13/06/2025
On Chick Coreas Birthday, a Newly Uncovered Archival Release The Visitors, composed by Corea and performed by vibraphonist Gary Burton and pianist Kirill Gers...
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
Medium-sized L3Harris T4 robots provide advanced control and precision for inspe...
12/06/2025
Over a third of global football fans find brand sponsorship appealing and 41% of all sports sponsorships are in that sport.
The FIFA World Cup 2026TM will open...
12/06/2025
SEATTLE U.S. households spend $164 billion annually on cable and internet services, which represents approximately 4% of the total $4.55 trillion spent on house...
12/06/2025
ATLANTA and LONDON Synamedia today unveiled its Media Edge Gateway (MEG), an ATSC 3.0 software-based integrated receiver/decoder (IRD), with support for device ...
12/06/2025
SEATTLE U.S. households spend $164 billion annually on cable and internet services, which represents approximately 4% of the total $4.55 trillion spent on house...
12/06/2025
SAN JOSE, Calif. Roku, Inc. and Dentsu have released a new study indicating that consumers are increasingly open to shopping directly from their TV screens, and...
12/06/2025
LISBON NDI has announced that Crestron has officially completed the NDI certification process for its 1 Beyond p-Series and i-Series cameras....
12/06/2025
NEW YORK Fox Advertising announced a number of improvements and upgrades to OneFox, its media platform that unifies inventory and audiences across linear, strea...
12/06/2025
WASHINGTON The National Association of Broadcasters is filling the agenda for the 2025 NAB Show New York, set for Oct. 21-23 at New York's Javits Center. Bi...
12/06/2025
The 125th U.S. Open: Golf Tournament Stimulates Innovation in Sound Drones are a growing part of the action By Dan Daley, Audio Editor
Thursday, June 12, 202...
12/06/2025
Virginia Tech's Evan Ellis on the Continued Growth of the Award-Winning Hoki...
12/06/2025
Bouncing around Wembley: DAZN on its editorial thrust for the National League Pr...
12/06/2025
Intense journey: Bringing the production of the National League Promotion final ...
12/06/2025
The 125th U.S. Open: The Tourney Returns to a Totally Revamped Course as USGA Fo...
12/06/2025
The 125th U.S. Open: NBC Sports Rolls Out Massive Production-Tech Arsenal To Cov...
12/06/2025
The 125th U.S. Open: NBC Sports' Tommy Roy Talks Oakmont Eccentricities, Dro...
12/06/2025
Back to All News
Netflix Gets Animated at Annecy!
Top row from left to right: Fixed (Film), In Your Dreams (Film), Long Story Short (Series)
Bottom row from ...
12/06/2025
I've lost count of how many times I've heard software-defined production reduced to just run your broadcast software on commodity servers. The reality...
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
Sticking with SDI in an IP-Hyped World
Recently, it seems like every trade show, webinar and whitepaper spends a lot of time focusing on the benefits of IP wo...
11/06/2025
IP Conversion on the Radar: Why it Pays to Plan Ahead
Even if it's years down the road, the thought of IP migration can be daunting. If your current SDI s...
11/06/2025
How To Transition from SDI to IP (Without the Headaches)
SDI infrastructure has long been the steadfast foundation of reliable content delivery. You've bu...
11/06/2025
All IP? An Extra Layer of Insurance for Your 2110 Core
For engineers who have fully embraced the agility and scalability of all-IP workflows, leveraging the p...
11/06/2025
MELVILLE, N.Y. Digital broadcast titling and graphics systems provider Chyron has added David Silverstein as U.S. sales executive....
11/06/2025
LOS ANGELES The Walt Disney Co. has agreed to pay Comcast an additional $437.8 billion for Comcast's 33% stake in Hulu, ending years of maneuvering and nego...
11/06/2025
INDIANAPOLIS When Fox Sports Executive Vice President of Technical and Field Operations Michael Davies reviews his organization's inaugural Indianapolis 500...
11/06/2025
LOS ANGELES CBS Los Angeles (KCBS-KCAL) launched a new AR/VR technology studio on June 11 during the 9 a.m. newscast with meteorologist Paul Deanno....
11/06/2025
France T l visions, France's leading broadcaster, has received the 2025 EBU Technology & Innovation Award in partnership with Dalet for their innovative pro...
11/06/2025
Pebble, the leading automation, content management and integrated channel specialist, has upgraded its installation at TV Novo Tempo to provide a complete trans...
11/06/2025
Keepit, a global provider of a comprehensive cloud backup and recovery platform, today announced that it has been selected by the French Tennis Federation (FFT)...
11/06/2025
LynTec, a leading manufacturer of innovative electrical power control solutions for professional audio, video, and lighting (AVL) systems, announced it will sho...
Editor's note: This post is part of the AI On blog series, which explores the latest techniques and real-world applications of agentic AI, chatbots and copilots. The series also highlights the NVIDIA software and hardware powering advanced AI agents, which form the foundation of AI query engines that gather insights and perform tasks to transform everyday experiences and reshape industries.
