Upcoming Switch 2 games include a brand new 3D Donkey Kong platformer, a sequel to a cult classic Kirby racing game, and even a Nintendo-exclusive FromSoftware game. Judging by this year's line-up, the new Nintendo console is off to a very strong start indeed.
What's the next big Switch 2 game?(Image credit: Nintendo)Thanks to the full Nintendo Switch 2 reveal, we know that the console will launch on June 5, 2025. It's accompanied by Mario Kart World at launch, as well as a new Pro Controller with back-paddle buttons. And while Mario Kart is undoubtedly the headliner, you'll also be able to play other Switch 2 launch games like Cyberpunk 2077, Deltarune, and Street Fighter 6. Later on in the year, Elden Ring and Metroid Prime 4 will arrive on Nintendo's new console.
And whether you managed to get ahold of a Nintendo Switch 2 pre-order yet, you'll be able to play a lot of these games on the original Nintendo Switch. Still, it's clear that Nintendo Switch 2 is the best place to play, with a whole host of Switch 2 exclusives lined up over the next year or so, each looking like a true next-gen experience.
We've even played Nintendo Switch 2, testing out the new Pro Controller, giving Mario Kart World a preview, and using our knowledge to compare the Switch vs Switch 2 specs. Over the last eight years, TechRadar Gaming has covered the full lifecycle of the Switch, and we're all very excited to apply our expertise to its successor in the coming months.
For now, here's every confirmed Upcoming Nintendo Switch 2 game, so that you can see what you'll have the option of playing in the near future. As new release dates are unveiled, this page will be updated.
Upcoming Switch games 2025: this year’s biggest gamesNow, let's go deeper into some of the biggest games planned for Switch 2.
(Image credit: Nintendo) Mario Kart WorldAround the world
Mario Kart World is the first fully new console entry into the series since 2017, and from what we've seen so far, it looks set to be a bold leap forward. The main change here is that there's a huge open world to race across with your friends, with every course now having an actual position on an interconnected map. Up to 24 players can race against each other in Grand Prix, or the new Knockout Mode, which tasks racers with getting from one side of the map to the other.
This one is only coming out on Nintendo Switch 2, and launches alongside the console on June 5, 2025.
(Image credit: Nintendo) The Legend of Zelda Breath of the Wild + Tears of the Kingdom (Switch 2 Edition)Modern classics, remastered
Powerful new abilitiesMassive, rich open worldStuffed with puzzlesComplex battles cause low frameratesNow for some new versions of two absolute belters. The Legend of Zelda: Breath of the Wild and Tears of the Kingdom (sold separately) will each be getting a Nintendo Switch 2 edition alongside the new console's launch, making them look and play better than ever. It feels a bit silly to sing the praises of these games at this point, but yes, they are two of the best games ever made, and yes, you should absolutely play them. The new versions add increased resolution and better performance, as well as new compatibility with the Zelda Notes App.
You'll be able to pick up both of these enhanced titles on June 5, 2025. Note that if you already own them on Nintendo Switch, you can upgrade to the new versions for a small fee.
(Image credit: Nintendo) Donkey Kong BananzaKONG!
Donkey Kong Bananza is a brand new 3D platformer that stars the titular ape as he tries to fend off a greedy mining corporation called Voidco. You see, they're after golden bananas, which just so happen to be Kong's food of choice, so he'll punch, smash, stomp, and grab anyone who gets in his way. You'll explore a sprawling underground world filled with colorful locales, filled with treasure and secrets to find.
Donkey Kong Bananza launches July 17, 2025, only on Nintendo Switch 2.
(Image credit: Gearbox) Borderlands 4Greetings, Vault Hunter
Now onto Borderlands 4, which first launches in September for PS5, XSX|S, and PC. This one's a great example of how the newer console is able to play third-party titles in a way its predecessor simply couldn't. The Switch 2 version launches sometime in 2025, meaning that you'll be able to take your vault-hunting action on the go in handheld mode. Details are a little scarce at the moment regarding the game's story, though we do know there are four new playable characters to choose from.
Borderlands 4 launches in 2025 for Nintendo Switch 2.
(Image credit: Nintendo) Metroid Prime 4: BeyondFriend or foe?
Metroid Prime 4: Beyond is the long-awaited return of the 3D Metroid series. It's still set for 2025, and it'll release on both Nintendo Switch 2 and Nintendo Switch. The gameplay revealed so far points to this being faithful to the original trilogy, with platforming, puzzles, and first-person shooting action. Samus has psychic abilities this time around, and players can use the new Joy-Con mouse functionality to aim.
Metroid Prime 4: Beyond will launch at some point in 2025. Once we hear a more precise release date, we'll update this section.
(Image credit: Nintendo) Pokémon Legends Z-ALumiose City awaits
Pokémon Legends Z-A takes players back to Lumiose City to take part in a program to make the place more suited to Pokémon and people living in harmony. There are dynamic battles, city-wide exploration, and three starter Pokémon in Totodile, Chikorita, and Tepig. Mega Evolution is back too, adding a new layer to combat, and giving Pokémon like Charizard and Lucario new forms.
Pokémon Legends Z-A will launch sometime in 2025 for Nintendo Switch 2 and Nintendo Switch.
(Image credit: FromSoftware) The DuskbloodsBloodsworn
The Duskbloods was perhaps the biggest surprise announcement of the Switch 2 reveal event. It's a multiplayer online action game from the creators of Elden Ring, Dark Souls, and Bloodborne. Crazier yet, it's only launching on Nintendo Switch 2, something that's very unexpected indeed. There's still a lot to learn about the game, but we do know that players will engage in PvPvE combat, taking on the role of "The Bloodsworn". These vampiric characters possess superhuman abilities, which can be used to hunt down and eliminate foes.
The Duskbloods is set for a 2026 release on Nintendo Switch 2. So far, a more precise date hasn't been given.
Nintendo Switch 2 games release schedule (Image credit: Nintendo)Now, onto the full Nintendo Switch 2 release schedule. The games below will release on Switch 2, and some on Switch as well. We'll indicate where this is the case, and will continue to update release dates as they're unveiled.
Upcoming Switch 2 games: June (Image credit: Nintendo)We'll all get our hands on Nintendo Switch 2, and a whole host of launch games in June:
Now onto July, which sees a new Donkey Kong game launching exclusively for Nintendo Switch 2.
August brings a new version of an excellent Kirby 3D platformer:
Players will be able to jump into Star Wars Outlaws on Switch 2 in September:
Finally, here's a list of Switch 2 games that have been announced, but either don't have more than a release year attached to them yet, or are much further out. For now, they're simply TBC, but once each game does receive a release date, this page will be updated.
There are many games coming out for Switch 2 over the next year or so. The biggest ones are Mario Kart World on June 5, Donkey Kong Bananza on July 17, and then Metroid Prime 4 at some point in 2025. We'll also get Pokémon Legends: Z-A this year, as well as Hades 2 as a console exclusive.
Is the Switch 2 better than Switch 1?The Switch 2 has better specs than Switch 1, with a larger screen, the capacity to output games at up to a 4K resolution, and support for 120 frames per second modes. We'll have to wait for launch to see how it stacks up against its predecessor, though for now, it's looking like Switch 2 could be a much better console than Switch 1, with better third-party game support and an improved Pro-Controller featuring back paddles.
Did Switch 2 sell out yet?While stock for Switch 2 has been very hit or miss in the last week or so, with small flurries of listings going live before selling out immediately, we're still expecting to see a few more opportunities to pre-order. Keep an eye on our Nintendo Switch 2 stock tracker, as it'll be updated as soon as retailers get new supply.
You Might Also Like...When you subscribe to a Starlink internet package, you normally need to pay for the cost of your new dish and router. That can be pricey, as that tech comes to $349 in the US. But a new plan from Starlink could see you get those items for absolutely nothing, potentially making it one of the best internet deals around.
The change comes as part of Starlink’s 12-month Standard Kit residential plan. You’ll still need to pay the regular monthly fee for your service, but eliminating the cost for the actual hardware could net you some significant savings.
Announcing the change on X, Starlink said that the new option would be available in “select markets.” That means you’ll need to check whether you’re actually eligible for this discount based on where you live. To do so, head to Starlink’s website, enter your address, then select Order Now to see if you’re covered.
A lower barrier to entry (Image credit: Starlink)Starlink’s offer might seem like a good deal, but there are some caveats to be aware of. For one thing, you only get the kit for free if you commit to a 12-month plan – you’ll need to pay the full figure if you opt for the company’s month-to-month “no commitment” plan.
As well as that, Starlink charges a ‘Change Fee’ if you change your address, cancel your service, don’t pay your bill on time, try to transfer your service to someone else, or cancel your service during the 30-day trial but don’t return your kit. If any one of those scenarios occurs, you’ll be charged the full $349 for the dish and router, although that figure is pro-rated based on how far through your 12-month commitment you are.
That means you’ll need to think carefully about whether this option is right for you.
Still, if it is, it could save you a heap of cash on the hardware you need for Starlink service. Presumably, Starlink has decided that lowering the cost of entry is worth it in order to increase subscriber numbers – and that’s good news if you were already considering signing up.
You might also likeIn the first quarter of 2025, there were as many Distributed Denial of Service (DDoS) attacks as there were through the entire 2024.
This is according to Cloudflare’s new Q1 2025 DDoS Threat Report, published earlier this week. Based on data from the Cloudflare network, the report claims that in the first three months of 2025, there were 20.5 million DDoS attacks, almost the same as in all 12 months of 2024 which had 21.3 million such incidents.
This also represents a stunning 358% year-on-year increase, as well as a 198% quarter-on-quarter increase.
Keeper is a cybersecurity platform primarily known for its password manager and digital vault, designed to help individuals, families, and businesses securely store and manage passwords, sensitive files, and other private data.
It uses zero-knowledge encryption and offers features like two-factor authentication, dark web monitoring, secure file storage, and breach alerts to protect against cyber threats.
Preferred partner (What does this mean?)View Deal
Targeting GermanyA Distributed Denial of Service attack works by flooding the target server with information packages from a vast, distributed network. If the server cannot process all of the requests on time, it bogs down, denying regular visitors proper access. There are different types of DDoS attacks, with hyper-volumetric ones now being “the new normal.”
A hyper-volumetric DDoS attack is a massive cyberattack that floods a network or website with an extremely large volume of fake traffic, often measured in terabits per second. These require a huge network of devices, which is why in the past they weren’t as common. However, in Q1, roughly 700 attacks were deemed hyper-volumetric as they exceeded rates of 1 billion packets per second (pps) or 1Tbps - averaging about 8 attacks a day.
At the same time, network-layer DDoS attacks (which target the lower levels of the internet stack, like routers and firewalls, by flooding them with traffic such as ICMP or UDP packets) are getting more popular. There were 16.8 million such attacks, representing a staggering 509% YoY increase and a 397% quarter-over-quarter increase.
Germany is the number-one most targeted country in the world, followed by Turkey, who jumped 11 spots to reach second place. China slipped to third. As for the location of the attackers, Hong Kong is the number one source, followed by Indonesia and Argentina.
You might also likeMicrosoft is continuing the slow drip-feed of features moving from Windows 11’s Control Panel over to the Settings app.
The Control Panel is a rusty old part of Windows 11 that has been superseded by the Settings app, although they’re effectively the same thing – just a whole bunch of settings.
The Control Panel is still hanging around in the desktop OS because it has some legacy options that remain important (even if much of this functionality is pretty niche at this point). However, Microsoft is slowly migrating all these features across to Settings (where everything should be, ideally), and Techspot noticed the most recent move on this front.
In this case, it’s some keyboard options getting ported over, as flagged up by that regular leaker of all things Windows on X, PhantomOfEarth.
Welcome to yet another episode of Control Panel options moving to Settings. Hidden (not available by default) in the latest Dev and Beta CUs: migrated keyboard character repeat delay and repeat rate options in Settings > Accessibility > Keyboard. pic.twitter.com/Xgfi1xOXkfApril 25, 2025
These are accessibility settings for the keyboard, specifically keyboard character repeat delay and repeat rate options.
I should make it clear that this hasn’t actually happened yet; as the leaker points out, this work is hidden away in the background of the latest releases of Windows 11 preview builds in both the Dev and Beta channels.
(Image credit: Microsoft) Analysis: Peripheral considerationAs this hasn’t been implemented yet, we must be aware that not every change that’s put in place in the background of Windows 11 preview builds like this ends up being enabled. So, nothing might come of it, but given that Microsoft is slowly porting over features from the old Control Panel to the Settings app, it seems likely that this will be the next step.
Especially given that we recently saw clues that Microsoft is moving mouse options over from the Control Panel as well, so keyboard-related settings would fit with that. It makes sense to migrate the full range of mouse and keyboard settings over, too, as those are capabilities that a greater number of folks running Windows 11 are more likely to use (in comparison to some of the obscure stuff kicking about in corners of the Control Panel).
Naturally, all of this is (or should be) part of a broader drive to eventually do away with the Control Panel entirely, by shifting all its functionality across to the modern-looking Settings app.
Windows 11 will be a better place when this happens, simply because when you do stumble across a less commonly used setting that is still languishing in the Control Panel, it feels very jarring when that old interface pops up in the middle of Windows 11’s streamlined and modern desktop.
As to how long this full migration process will take, well, that’s anyone’s guess. However, given how sluggishly Microsoft has been going with this project so far – let’s just say it doesn’t appear to be any kind of priority – it’s likely to be the next version of Windows (whatever that may be called – Windows Copilot, perhaps) that this work is finished in.
You might also like...Huawei has confirmed that it will unveil a new smartwatch with an intriguing new health sensor on May 15 – and if you don't want any spoilers ahead of time, you won't want to hear about how the device has since leaked in full.
Huawei confirmed that an "Innovative Product Launch" is scheduled for May 15 in Berlin, with a post on X that reads "Feel the future of digital health at your fingertips." With Huawei sales limited in the US, the Watch 5 is unlikely to land a spot on our best smartwatch roundup, but it's an exciting prospect all the same.
Feel the future of digital health at your fingertips. #TaptheNext #HuaweiLaunch #HUAWEIWatch5 pic.twitter.com/OzEbMi5eWOApril 25, 2025
In a second teaser post, Huawei states, "More comprehensive. More convenient. A whole new health monitoring experience is coming your way."
The accompanying video teases a quick health check-in feature with readouts for temperature, heart rate, ECG, and other option,s which could be mood and respiratory rate, depending on how much you read into the emojis in the video.
More comprehensive. More convenient. A whole new health monitoring experience is coming your way. #TaptheNext #HuaweiLaunch #HUAWEIWatch5 pic.twitter.com/59ECcX8REaApril 29, 2025
Huawei Watch 5 leaked in fullSince the first announcement, 91Mobiles has leaked the device in full. Renders reveal 42mm and 46mm size options, matching the best Apple Watch models in terms of chassis.
According to the report, there are gold/beige, blue, white, green, brown, and black color options, although they'll no doubt have snappier names. The circular dial and narrow bezels are complemented by a digital crown, as well as one physical button and the intriguing health sensor the company has been teasing.
While 91Mobiles speculates this could be for charging, Huawei's videos clearly show that this is a sensor related to the health innovations the company will announce later this month.
Huawei Watch 5 as leaked by 91Mobiles (Image credit: Huawei)While there's no word on an official release date or pricing, we should find out more when Huawei takes the covers off on May 15.
You may also likeAs we get closer to the expected launch of the Samsung Galaxy Watch 8 – most probably around July time – we're starting to get a fuller picture of what's going to be on offer, and the latest leak once again points to a return to the Classic model for the best Samsung watches.
The team at Xpertpick (via 9to5Google) spotted a device that most likely corresponds to the Galaxy Watch 8 Classic in a Bluetooth regulatory database, with the model number SM-L505U. However, the filing doesn't give us any more details about the wearable.
This isn't the first time that we've heard that the Classic could be making a comeback, and in fact these rumors stretch all the way back to last year. Earlier this month the same Galaxy Watch 8 Classic model was spotted in another official database.
If you haven't been following Samsung's watch launches closely, the Classic variation is usually bigger, made from better materials, and more expensive, compared to the standard smartwatch that Samsung puts out each year.
Bring it back The Samsung Galaxy Watch 4 Classic, launched in 2021 (Image credit: Samsung)We didn't get a Classic model last year, but as our Samsung Galaxy Watch 6 Classic review will tell you, we did in 2023. Back in 2022 we got the Samsung Galaxy Watch 5 and the Samsung Galaxy Watch 5 Pro.
Samsung now seems to be alternating Classic model releases with Samsung Galaxy Watch Ultra and Pro models – we saw the first Ultra appear in 2024, and we're still hopeful that we might see the Galaxy Watch Ultra 2 break cover this year. However, if we're getting a classic, the Ultra 2 may be saved for 2026.
Another key feature of the Classic models is a physical, rotating bezel you can use to interact with the watch. It's an input option that often makes more sense than jabbing at the screen or pushing buttons, especially on the move or in tricky weather conditions.
In fact it's so useful, it might even make me consider switching over from my Garmin Instinct 3 – where working through menus and lists takes a lot of button pushing. I'll wait and see what else the Galaxy Watch 8 Classic brings to the table first, though.
You might also likeOne of the things we really like about the Google TV Streamer is its Home Panel, which enables you to control your smart home devices from your TV. And now it's coming to more Google devices.
The Home Panel was originally exclusive to the Streamer, but Google made it clear that the plan was to roll it out more widely by launching a Public Preview. That preview has now become a roll-out, and that means it's available for Chromecast devices and Google TVs too.
Not only that, but Google is rolling it out to models that have long been discontinued, including some older Chromecasts and Hisense TVs.
How to get the Home Panel on your Chromecast or Google TVAccording to 9to5Google, the update means you'll get a pop-up on your compatible device the next time you use it. It'll ask you if you want to set up the Home Panel, and if you do it'll take you step by step through the process.
It seems that all the features from the Streamer are present and correct, including Nest Doorbell notifications; control of lights, thermostats and speakers; live view from cameras; and quick access directly from the Quick Settings panel.
In addition to adding the feature to your TV or Chromecast, you'll also need to have a Home set up in the Google Home app. That should be the same Home that your Google TV is part of; if there isn't a Home set up, you won't get the Home Panel notification.
And finally, you'll need to be a grown-up. Google quite sensibly doesn't want the kids getting their hands on all your smart home controls.
You might also likeOne of the earliest iPhone 17 rumors suggested that the upcoming phones would have a scratch-resistant and anti-reflective display coating, but now we’re hearing that this won’t be the case after all.
It seems that the original claim may have been correct at the time, as a source “with reliable information” told MacRumors that this had been planned for the iPhone 17 Pro and the iPhone 17 Pro Max.
But apparently the process to apply the coating to the millions of handsets Apple is building was taking too long, so the company is said to have scrapped the idea – at least for this year.
What MacRumors isn’t clear on is whether Apple has switched to using a simpler coating, or perhaps a nano-texture display (which can also cut down reflections and is currently in use on some iPads and Macs), or whether the screens on the iPhone 17 series won’t be any more anti-reflective than current models.
The iPhone 16 Plus catches a lot of reflections (Image credit: Future) A big missWhile we’d take this claim with a pinch of salt, it certainly sounds believable since we hadn’t heard anything about this coating in a long time. And that’s a shame, because this sounded like a big upgrade for Apple’s phones.
Cutting down on reflections and glare would make the colors appear more true to life and less washed-out in bright lighting conditions, and the other feature of this coating – its scratch resistance – would obviously help keep the screen safe from damage.
So it’s no surprise that Apple fans haven’t responded well to this news, with a lengthy Reddit thread including comments like “this is such a shame”, “really falling behind”, and “I’ll probably switch to Samsung”, with those last two comments likely referring to the fact that the Samsung Galaxy S25 Ultra does have an anti-reflective coating.
Still, there is some good iPhone 17 news, as in a paywalled DigiTimes report (via BGR) it's claimed that Apple has completed engineering validation testing (EVT) for at least one iPhone 17 model.
If that's correct – and nothing changes – it should mean that Apple is currently on track to launch the iPhone 17 series in September.
You might also likeIn the aftermath of the COVID-19 pandemic the UK has witnessed a seismic shift in work patterns, with a staggering 41% of workers now engaging in remote work. This trend towards hybrid work arrangements has been on a consistent and steep rise, introducing major cybersecurity concerns for organizations around the world.
As companies adapt to this new reality, they face the multifaceted challenge of managing unsecured networks at home, coupled with a lack of IT oversight and insufficient employee awareness.
A paradigm shiftThe transition to hybrid work models has been swift and widespread, marking a paradigm shift in how businesses operate. What began as a necessary response to lockdown measures has evolved into a preferred mode of working for many employees and employers alike. It’s not just working from home which is an issue, employees can often work abroad in other countries.
This change in usual business dynamics offers numerous benefits, including improved work-life balance, reduced commuting times, and potential cost savings for businesses. However, it also brings with it a host of cybersecurity challenges that organizations must address urgently to ensure their long-term viability and security.
The weakest linkMany employees work on home Wi-Fi networks that lack enterprise-grade security measures - making them vulnerable to attacks. These networks often use default or weak passwords, outdated firmware, and may not have proper encryption protocols in place. This creates an easy entry point for cybercriminals to intercept sensitive data or gain unauthorized access to corporate systems.
Blurring the lines between work and personalThe use of personal devices for work purposes, often referred to as ‘Bring Your Own Device’ (BYOD), can lead to data breaches if these devices are not properly secured or managed. Personal devices may lack the latest security patches, have outdated antivirus software, or contain malicious applications that could compromise corporate data.
Limited IT oversightRemote work environments make it challenging for IT teams to monitor and manage security effectively, potentially leaving vulnerabilities unaddressed. The inability to physically access devices or networks complicates troubleshooting and security enforcement, leading to potential gaps in the organization's security posture.
The human factorWithout proper training, employees may inadvertently expose company data or fall victim to phishing attacks and other social engineering tactics. The human factor remains one of the most significant vulnerabilities in any security system, and the distributed nature of hybrid work exacerbates this risk.
Employees working remotely may resort to using unauthorized applications or services to facilitate their work, a practice known as shadow IT. This can introduce unknown vulnerabilities into the corporate network and make it difficult for IT departments to maintain control over data flow and security.
Cloud security risksThe increased reliance on cloud services for collaboration and data storage introduces new security challenges that must be carefully managed. While cloud services offer flexibility and scalability, they also present new attack vectors if not properly configured and secured.
Building a resilient defenseAs hybrid work becomes the norm, companies must critically address their security systems to protect against evolving cyber threats. It is vital that organizations have comprehensive cyber threat protocols in place, especially considering that cyber attacks are constantly on the rise and evolving to make recovery as difficult as possible.
Key steps that companies should consider include:
Implementing multi-factor authentication (MFA): MFA adds an extra layer of security to prevent unauthorized access to company systems and data. By requiring multiple forms of verification, such as a password combined with a fingerprint or a one-time code sent to a mobile device, MFA significantly reduces the risk of unauthorized access even if credentials are compromised.
Deploying virtual private networks (VPNs): VPNs create secure connections for remote workers, encrypting data in transit and protecting against eavesdropping. This is particularly crucial when employees are using public Wi-Fi networks or working from locations with potentially compromised internet connections.
Enhancing endpoint security: Robust protection for all devices accessing company resources is crucial in a distributed work environment. This includes implementing and regularly updating antivirus software, firewalls, and intrusion detection systems on all endpoints, including mobile devices and laptops.
Adopting cloud-based security solutions: Cloud-based security solutions can provide scalable and flexible security measures that adapt to the needs of a hybrid workforce. These solutions often include features such as real-time threat detection, automated patch management, and centralized security policy enforcement across all devices and locations.
Conducting regular security training: Ongoing cybersecurity awareness programs for all employees are essential to mitigate human error-related risks. This training should cover topics such as identifying phishing attempts, proper handling of sensitive data, and best practices for secure remote work.
Implementing Zero Trust architecture: A Zero Trust security model assumes that no user or device should be automatically trusted, regardless of their location or network connection. This approach requires continuous verification and authorization for all access requests, significantly reducing the risk of unauthorized access.
Staying ahead of the curveThe shift to hybrid working has necessitated significant investments in technology and resources. However, it has also presented an opportunity for businesses to modernize their security posture and build resilience against emerging threats. Companies that successfully adapt to these changes can not only protect their assets but also gain a competitive advantage in attracting and retaining talent.
Beyond implementing technical solutions, organizations should focus on fostering a culture of security awareness among their employees. This involves regular communication about security best practices, recognition of employees who demonstrate good security habits, and integration of security considerations into all aspects of business operations.
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In 2024, less than 1% of enterprise software applications incorporated agentic AI but, according to Gartner, that number is expected to reach 33% by 2028. Understandably, industrial enterprises have shown a growing interest in agentic AI, hoping to leverage this transformative technology for real-world business applications.
While eager to adopt the next phase of AI innovation, many are facing a dreaded “Proof-of-Concept (PoC) Purgatory,” failing to scale their AI tools beyond pilot stages.
For most, the core question isn’t whether agentic AI can improve their operations but how quickly it will deliver tangible value — and PoC Purgatory is holding them back.
Let’s explore some of the key reasons for this bottleneck, the barriers to unlocking agentic AI’s full potential and strategies to overcome them.
Why are Industrial Enterprises Getting Stuck in PoC Purgatory?The transition from PoC pilots to large-scale deployment is not a straightforward journey. Agentic AI adoption is unlike any other technological adoption before it, and several challenges are likely to arise as industrial enterprises work to take the next step toward scalable implementation, including:
1. Change Management Concerns: Industrial enterprises are often reluctant to embrace significant changes, especially when adopting technologies that drastically alter their operations. This fear stems from concerns about losing control over key business processes and the uncertainty of how these changes might impact their workflows. As a result, they may delay or abandon initiatives because of apprehension tied to unknown challenges and potential disruptions that come with relinquishing control to automated systems such as agents.
2. Lack of Clear Success Metrics: Without well-defined success metrics, it’s difficult for companies to assess the effectiveness of emerging tools. Determining how agentic AI will impact key business outcomes, such as productivity, cost reduction or operational efficiency, is not a simple task. This lack of clarity can impact decision-making and delay implementation efforts.
3. Appropriate Use Case Assessment: Identifying the right use cases for agent-driven technologies and understanding which complex processes they can effectively manage presents a significant challenge. To do this, businesses need deep domain knowledge and a clear grasp of their internal operations. Without this insight, they risk getting stuck in a testing phase, where only simple, non-representative scenarios are tried, ultimately hindering the potential to leverage agents for more impactful, complex tasks.
4. The Need for a Robust Data Framework: While 86% of organizations recognize data readiness as crucial for AI success, only 23% have built the necessary foundation to make it happen. For industrial enterprises, the challenge is even greater, as outdated technology, fragmented data and legacy systems complicate AI deployment — and scaling agents only complicates things further. Agentic AI requires a powerful framework that can support an army of agents creating vast amounts of data in near real-time, making the process more complex and resource-intensive.
5. Workforce Resistance: Since agentic AI fully automates certain tasks away from humans, employee resistance to the growing roles of agents is almost guaranteed based on early pushback seen from chatbots. While it allows people to focus on high-value items and only engage with agents on items that need approval or are lined with uncertainty, a fair amount of autonomy around work and how it’s done must be relinquished, which can be uncomfortable.
What Steps Can Industrial Enterprises Take to Reach Scaled AI Deployment?The barriers laid out above can certainly be daunting, but overcoming them is well within reach for forward-thinking enterprises. Those looking to scale their agentic AI applications should start by following these five steps:
1. Define Clear Business Outcomes and Roles for Agents: The first step is to clearly define the business outcomes that AI agents aim to achieve, and then map these outcomes to specific types of agents. For example, a monitoring agent, which operates continuously in the background, might have a KPI focused on uptime improvements while an agent that automates an end-to-end process focuses on productivity gains. By aligning AI agents with strategic business priorities and setting clear KPIs for each, organizations can create a strong foundation for measuring success.
2. Ensure Data and Infrastructure Readiness: Agents rely not only on data quality, availability and efficient processing but also on process readiness. To move beyond PoC, companies must upgrade their data infrastructure and map out their processes. They also need to have a clear understanding of how their operations work, providing well-defined guidelines within which agents can operate. 3. Establishing AI governance frameworks ensures that implementations meet security, compliance and reliability standards while giving agents the structure needed to find effective solutions autonomously.
3. Adopt a Phased Approach to Deployment: Rather than attempting a full-scale rollout from the outset, enterprises should take a phased approach. Begin with a targeted, high-impact agent that is likely to deliver measurable results, then refine and scale the model based on feedback. Continuous iteration is key to ensuring the agents can adapt to real-world conditions and evolve alongside the business needs. Once initial success is found, additional types of agents can be deployed across other business initiatives with greater ease.
4. Drive Organizational and Workforce Alignment: With nearly half of the workforce concerned that AI may replace their jobs, leaders can’t simply introduce agentic AI and walk away. As processes become automated, employees will shift to new tasks such as overseeing outcomes and providing overall sign-off rather than executing each step manually. Companies should invest in robust onboarding initiatives, including training and upskilling programs, to ensure a smooth transition. Engaging cross-functional teams—such as operators, IT management and business leaders—early in the process will help create a sense of ownership and foster collaboration across the business.
5. Measure, Iterate and Scale with Confidence: Once agents are deployed, it’s crucial to continuously monitor their scope and performance against predefined KPIs. This includes assessing whether an agent starts with a relatively simple task and gradually gains more autonomy over time or if there are specific areas where the agent struggles. Enterprises should also evaluate if agents are trusted to go beyond the company’s internal systems, such as negotiating and purchasing from suppliers. By establishing enterprise-wide frameworks for agents, organizations can streamline future projects, improve agent performance and accelerate their ability to scale agent initiatives across the business.
Take Agentic AI from Endless Pilots to Real-World ImpactMoving beyond PoC purgatory to achieve full-scale agentic AI deployment requires overcoming several significant hurdles. Addressing common barriers such as fear of failure, siloed initiatives and infrastructure challenges will be critical for industrial enterprises to unlock the full potential of these autonomous tools.
Despite many organizations having already rolled out standard agents, the path to fully autonomous agents won’t be without challenges. By making strategic investments and taking a methodical approach to not only scaling agents but also defining their specific roles, industrial enterprises can move beyond endless trials and begin reaping the rewards of agentic AI in the real world well before Gartner’s predicted 2028 surge.
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AI conversational search engine Perplexity can now add some AI visuals to your answer. And if those images look a lot like what ChatGPT would make, well, that's because they use the same model.
If you're unconvinced, the left image was generated using Perplexity, while the one on the right was created by ChatGPT, both with the same prompt. It's like an AI ghostwriter, but for fantasy landscapes with dragons instead of a legal thriller sold in an airport.
Perplexity quietly added the feature to its web platform this week, offering three image generations per day for free users and unlimited generations for Perplexity Pro users. It's pretty straightforward to use it.
Like with ChatGPT, you just have to ask the AI to "generate an image of" something, or use similar language to set up the prompt.
Don't worry if you don't have the model (officially GPT-4.1) chosen from the list of model options, either; Perplexity will automatically use it to produce the visual. That's likely because none of the other models will make a picture on Perplexity at the moment.
you can generate images on perplexity now. the UI is cute and fun. we have also added support for grok 3 and o4-mini for model selection options (which already supports gemini 2.5 pro, claude 3.7, perplexity sonar, gpt-4.1, deepseek r1 1776), and looking into supporting o3 as… pic.twitter.com/RX6L98pf2gApril 25, 2025
Perplexity PicturesThat wasn't the only addition to Perplexity's abilities announced by the company, though. The AI assistant added a couple of other models to its stable.
xAI's Grok 3 model is now one of the choices for Perplexity to use in answering questions, while OpenAI's o4-mini model is now one of the "reasoning" model options.
This all fits with Perplexity's approach to its AI platform. Rather than trying to build everything from scratch, the company is curating models and weaving them into its platform to streamline access.
It’s a smart play, especially considering how many people may want to try an AI tool, but aren't willing to commit to just one among the many. Most people just want to ask a smart machine a question, get a clear answer, maybe see a cool picture of a flying whale while they’re at it, and move on with their lives.
The addition of ChatGPT's image generator is a nice splash of color to the AI search engine. It will likely become especially popular once it joins the voice assistant on the Perplexity mobile app.
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