惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

腾讯CDC
The Cloudflare Blog
IT之家
IT之家
V
V2EX
雷峰网
雷峰网
MyScale Blog
MyScale Blog
P
Proofpoint News Feed
Stack Overflow Blog
Stack Overflow Blog
博客园 - Franky
Engineering at Meta
Engineering at Meta
S
SegmentFault 最新的问题
GbyAI
GbyAI
Microsoft Azure Blog
Microsoft Azure Blog
博客园 - 司徒正美
云风的 BLOG
云风的 BLOG
小众软件
小众软件
博客园 - 叶小钗
Blog — PlanetScale
Blog — PlanetScale
C
Check Point Blog
A
About on SuperTechFans
B
Blog
月光博客
月光博客
宝玉的分享
宝玉的分享
Last Week in AI
Last Week in AI

Latest from TechRadar in Pro

VodafoneThree gets Ofcom approval to bring satellite connectivity to your smartphone Is this the tipping point for AI at work? New Gallup survey finds half of all US employees now use it in some way 'Every Apple user needs to know about this nasty scam': Fake warnings tell users their iCloud data will be… 'Makes it even more disappointing': Microsoft backs fossil fuel big time with $7 billion deal in race for AI… 'Maybe it’s not science fiction': Solar panels are causing rainwater to fall in one of the driest places… Maine becomes first US state to pass data centre construction ban Dozens of WordPress plugins hijacked to target thousands of sites Drone-killing laser weapons greenlit for use in US airspace – FAA and Defense Department say high-energy weapons are ‘ready to protect all air travelers from illicit drone use’ despite airspace restrictions and friendly-fire incidents 'We are currently being extorted' — crypto giant Kraken says it is facing extortion attack, here's… I tried 7 free MTD software – now I've ranked my top picks as a freelancer Jackery McGraw Hill becomes latest to see its Salesforce data hacked Looking for a new PC? Now might be great time to upgrade, as Gartner figures claim shipments are rising — while… The new engineering playbook: how AI design copilots are reshaping product development Farewell Surface Hub — Microsoft kills off its super-sized touchscreen displays, but you might still be able to get one if you act fast 'We have no interest in patient data in the UK': Palantir UK head defends record as criticisms rise Amazon’s new AI Bio Discovery tool can provide ‘every researcher’ with ‘lab-in-the-loop drug discovery’ – 40+ AI biology models can filter 300,000 novel antibody candidates down to the top results for testing in just weeks Over 100 Chrome Web Store extensions found stealing user data from thousands of accounts Europe wants tech sovereignty but is this realistic? Enterprise AI governance cannot live in a prompt. So where is the safety net? Why 2026 is the year of flexibility without friction: solving the multi-platform crisis OpenAI reveals its Mythos rival designed for cybersecurity pros When cyberattacks are inevitable, recovery becomes the strategy Closing the cloud complexity gap LaLiga uses AI to fight illegal streaming that costs its clubs $800m a year Intel and Google expand long-term chip partnership to power AI systems 'Chatbots respond not just to what you ask, but how you ask it': Report finds AI agents might be sucking up to… 'Smartphones have physical limitations': Report explains why AI is kickstarting a billion-dollar hardware arms… 'I’m pretty sure actually we really do not need to work for five days' Zoom CEO calls for end of traditional work schedules — says 3-day working week should become the norm You can buy the same 400GB memory card used to store Artemis II Moon photos
'That shouldn’t translate into investing in AI blin...
2026-04-13 · via Latest from TechRadar in Pro
Hands of robot and human connect artificial intelligence AI circuit board to virtual smart chatbot with a command for automation generate, learning technology artificial intelligence machine, AI.
(Image credit: Shutterstock)

  • Productivity, work quality and decision-making are bigger ROIs than profitability
  • Leaders aren't confident measuring non-financial ROI, though
  • Worker upskilling and job spec redefinition should be prioritized

New data from KPMG has claimed some companies are continuing to invest in AI despite poor returns on investment, however it could be time to reframe expectations and focus on far more than just traditional financial ROI.

The report outlines how organizations are increasingly seeing it as a long-term strategic investment for transformation, rather than just focusing on short-term and immediate value.

As a result, profitability has slipped as a priority, cited by 64% of KPMG's sources, compared with non-financial metrics like productivity gains (76%), quality of work (71%) and better decision-making (67%).

Article continues below

AI is about full company transformation, not just profitability

The difficulty comes with actually measuring ROI – while profitability can be observed on the accounts, only 14% are confident in measuring indirect and strategic returns due to challenges with quantifying benefits. On the whole, KPMG summarizes that traditional ROI frameworks don't actually map well to AI outcomes.

Despite this unclear ROI, around two in three (65%) companies are set to continue investing regardless of measurable returns, with AI now seen as a 'must-have' much like cloud. Agentic AI seems to be one of the biggest priorities, with nearly all (94%) using or planning to use AI agents.

As for what this means for the workforce, KPMG says AI doesn't just require a tech shift, but a broader organizational change to accommodate workers in new types of roles. Around half are already redesigning roles around AI (48%) and hiring dedicated AI specialists (52%), three in five are upskilling their staff (61%) too.

Despite ongoing training efforts, for many, the shift is simply too big, with 46% citing skills shortages as a major barrier. The usual culprits – privacy, security and governance – are also still hurdles for many.

Sign up to the TechRadar Pro newsletter to get all the top news, opinion, features and guidance your business needs to succeed!

"Whatever form of AI an organisation is using or planning to use, it is critical to have the right guardrails in place to minimise risks," AI Head Dr Leanne Allen wrote.

Allen praised companies for investing in their workers, but stressed that roles are likely to change under the influence of AI. Looking ahead, business leaders should pay as much attention to role support as they do workers.


Follow TechRadar on Google News and add us as a preferred source to get our expert news, reviews, and opinion in your feeds. Make sure to click the Follow button!

And of course you can also follow TechRadar on TikTok for news, reviews, unboxings in video form, and get regular updates from us on WhatsApp too.

With several years’ experience freelancing in tech and automotive circles, Craig’s specific interests lie in technology that is designed to better our lives, including AI and ML, productivity aids, and smart fitness. He is also passionate about cars and the decarbonisation of personal transportation. As an avid bargain-hunter, you can be sure that any deal Craig finds is top value!