
From Tactical To Transformational: How Agentic AI Elevates Enterprise IT
The following responses from Art Hu and Sonu Nayyar have been edited for clarity.
Hu: Enterprise IT is being asked to deliver greater impact with fewer resources, faster timelines and tighter alignment to business strategy — all while navigating increasingly complex systems. Agentic AI refers to systems designed to act autonomously within defined parameters, observing their environment, making decisions and taking action to achieve specific outcomes, all under enterprise oversight. At Lenovo, we see this as a shift from managing workflows to managing intent. These systems help IT teams move from reactive support to proactive impact, enabling greater scale and responsiveness across the enterprise while freeing people to focus on higher value work.
Nayyar: Agentic AI represents a significant evolution, positioning IT as a central orchestrator of enterprise intelligence. Our role now includes architecting secure, scalable and compliant platforms that enable teams across the company to rapidly build, deploy and manage intelligent agents securely and responsibly. This shift places IT at the heart of a future shaped by intelligent, autonomous enterprise systems. As enterprises face growing complexity and pressure to move faster, agentic AI offers a timely catalyst for agility and scale.
Hu: It's a meaningful change. Instead of scripting every process, you define the outcome, and the system determines how best to achieve it. That allows IT to contribute directly to strategic goals rather than getting stuck in tactical execution. At Lenovo, we're using this model to improve how we manage infrastructure and user experience — with systems that optimize performance based on business context, not just static rules.
Nayyar: Agentic AI is shifting the primary focus of enterprise IT away from managing individual tasks and toward orchestrating intelligent, goal-driven outcomes. Unlike traditional automation, which executes fixed workflows, agentic AI enables intelligent systems to reason over intent, evaluate multiple paths and dynamically adapt to achieve strategic outcomes. For instance, rather than simply restarting a failed service, an IT agent can investigate the root cause by correlating logs, recent deployments and telemetry data — and then decide whether to roll back a change, alert a team or initiate a fix, all while adhering to service-level agreements. Similarly, an agent tasked to reduce cloud cost by 15 percent can explore options like reallocating workloads, right-sizing instances or pausing idle resources, choosing the most effective route in real time. These agents operate within enterprise-defined policies, providing autonomy while preserving governance. With this ability to independently pursue objectives, agentic AI is transforming IT from a reactive support function into a strategic driver of business value.
Nayyar: We're seeing agentic systems contribute meaningfully in areas far beyond routine tasks. Their capabilities now extend into deep research, strategic planning and contextual reasoning — positioning them as true brainstorming partners and problem-solving assistants. By augmenting human creativity and accelerating complex decision-making, these agents are helping teams innovate faster and more effectively.
Hu: That's been our experience as well. For example, in our Premier Support contact centers, we've introduced generative AI tools that assist agents during customer interactions, translating across languages, summarizing case histories and recommending next steps. These tools are designed to support — not replace — our teams, allowing them to deliver faster, more effective service. And for enterprises looking to build similar capabilities, we've made a growing set of AI assets available through the Lenovo AI Library — a curated collection of models and use-cases that help teams accelerate responsible AI deployment.
Hu: Agentic AI helps us act faster and with more precision. When disruptions occur, these systems can assess what's happening, trigger remediation workflows and escalate them when necessary — all while keeping human teams informed. It's not about removing control, but about reducing delay. This proactive posture helps minimize impact and protect business continuity.
Nayyar: Agentic AI doesn't just react — it enables enterprises to proactively detect, assess and respond to real-time disruptions with agility. Whether it's identifying unusual network behavior that may indicate a cyberthreat, rerouting resources during a supply chain disruption, or helping discover and evaluate contingency plans during supply chain disruptions, agentic systems can continuously monitor signals, reason over multiple data streams and recommend actions — all within the boundaries of enterprise policies. In critical domains like cybersecurity and operational resilience, final decisions are always informed by human-defined policies and priorities. This collaborative approach augments human capabilities with critical insights, driving faster, more informed decisions — all with essential oversight that ensures resilience and adaptability.
Nayyar: Agentic AI empowers enterprises to accelerate innovation, deliver more personalized experiences and optimize operational efficiency. However, this transformative power necessitates a parallel commitment to ethical and responsible AI. At NVIDIA, we prioritize explainable, auditable and enterprise-governed solutions that build trust with our customers, regulators and our workforce. This commitment is reflected in how we design, test and deploy our agentic systems across the enterprise.
Hu: Trust is key to sustainable AI adoption. At Lenovo, we've built responsible AI practices into our systems — from design to deployment. Our Product Diversity Office plays a role in evaluating inclusivity and accessibility, which is vital as these systems begin to touch more parts of the business. And we're also focused on talent, helping our teams build the skills to manage and lead with AI, not just use it. As these tools evolve, so do the roles around them. Our goal is to ensure that people stay at the center of innovation, supported — not replaced — by technology.
Hashtags

Try Our AI Features
Explore what Daily8 AI can do for you:
Comments
No comments yet...
Related Articles


Android Authority
16 minutes ago
- Android Authority
The main issue with Windows handhelds is Windows, but the Xbox ROG Ally tries to fix that
TL;DR Microsoft has announced the Xbox ROG Ally and Xbox ROG Ally X handhelds, coming this holiday season. These Windows handhelds boot directly into a controller-friendly UI and feature an Xbox button to summon the Game Bar overlay. Microsoft has also turned off various Windows elements in the name of gaming performance. We've heard for a while now that Microsoft and ASUS were working together on an Xbox-branded ROG Ally handheld. Now, the companies have indeed announced the Xbox ROG Ally and ROG Ally X devices. These machines aren't actually handheld Xbox consoles, as they're still running Windows 11. However, Microsoft says it's made plenty of changes to the software experience. This is good news, as the UI and software experience have long been the biggest issues with Windows-based handhelds. Major software changes For starters, Microsoft says the Xbox ROG Ally handhelds will boot directly into the 'Xbox full screen experience' for a more intuitive and efficient handheld environment. 'With new modifications that minimize background activity and defer non-essential tasks, more system resources are dedicated specifically to gameplay,' Microsoft added. A Microsoft executive told The Verge that it managed to claw back 2GB of RAM by turning off the desktop wallpaper, taskbar, and a 'bunch' of other Windows processes. However, users can still jump into the traditional Windows environment if they'd like to do so. These handhelds also offer an Xbox button to summon the Game Bar overlay, which includes ASUS Armory Crate integration. Finally, Microsoft notes that it's also optimized the lock screen and task switcher for controller input (better late than never, I guess). Otherwise, you can still access other stores on the device, including Steam. Xbox ROG Ally: What about hardware? The two Xbox ROG Ally models share several features, namely a 7-inch 120Hz IPS LCD screen (1080p, Gorilla Glass Victus), microSD expansion, M.2 2280 SSDs that can be swapped out, Bluetooth 5.4, Wi-Fi 6E, and 65W charging. The standard Xbox ROG Ally has an AMD Ryzen Z2 A processor, a 60Wh battery (up from 40Wh in the original Ally), 16GB of RAM, 512GB of internal storage, and two USB-C ports (USB 3.2 Gen 2 with DisplayPort 2.1). However, the Xbox ROG Ally X model ups the ante with an AMD Ryzen Z2 Extreme chip (an upgrade from the vanilla ASUS ROG Ally X), an 80Wh battery, 24GB of RAM, 1TB of internal storage, and a USB-C port (USB 4.0 with Thunderbolt 4 compatibility). Interestingly, ASUS claims that playing in Silent Mode on the Xbox ROG Ally X will 'feel like' playing in Performance Mode on the previous Ally X while still offering more battery life. Unfortunately, the company isn't dishing out specific battery life figures just yet. Microsoft and ASUS haven't revealed pricing just yet, either, while only confirming that the handhelds will be available this holiday season. Expect to find the Xbox ROG Ally line in a variety of markets, including Australia, Europe, Japan, the Middle East, the UK, and the US. However, Microsoft adds that the handhelds will eventually be available in other markets where ROG Ally models are already sold. Got a tip? Talk to us! Email our staff at Email our staff at news@ . You can stay anonymous or get credit for the info, it's your choice.


Bloomberg
38 minutes ago
- Bloomberg
US-China Trade Talks; LA Immigration Clashes Escalate
The US and China are ready to resume trade talks in London today... with the flow of rare earth minerals set to be a key focus; clashes between law enforcement and demonstrators in Los Angeles over anti-deportation protests escalate. President Trump's deployment of the National Guard inflames residents... California's Governor says he will file a law suit to block the federal government's intervention; and Bloomberg learns Meta is in talks to invest in startup Scale AI. The financing may exceed $10 billion, making it one of the largest-ever private company funding deals. (Source: Bloomberg)


Bloomberg
42 minutes ago
- Bloomberg
US-China Trade Talks Resume In London Today
Good morning. The US and China start another round of trade talks in London today. Los Angeles reels in its third day of anti-deportation protests. And visiting the pyramids is becoming easier. Listen to the day's top stories. US and Chinese negotiators open their second round of tariff talks today in London. Beijing said it's already approved some rare-earth exports, but a key goal for China will be to ease US chip controls. Chinese exports to the US plunged 34.4% in May, the most since 2020.