Connect with us

Business & Technology

UK data centre operators lag on predictive maintenance

Published

on




SOFIAH NICHOLE SALIVIO

News Editor

Wilo has found that 74% of UK data centre operators have yet to adopt fully predictive maintenance strategies, according to a survey of 300 professionals in the sector.

The report points to continued reliance on reactive and preventative maintenance as operators face growing pressure to improve resilience, efficiency and sustainability. Respondents said their facilities lost an average of six hours to unplanned downtime over the past year.

Unexpected asset breakdowns were identified as a leading operational problem by 45% of those surveyed. A further 44% cited a lack of actionable monitoring insights, while 41% said they do not stock critical spare parts.

The data also suggests many operators have limited visibility into the performance of key cooling assets. While 91% of respondents said pumps are essential to cooling performance and facility resilience, only 31% use condition-based monitoring, and another 31% rely on periodic checks.

Two-thirds of respondents said they do not continuously measure pump energy efficiency. This can hinder efforts to improve power usage effectiveness and water usage effectiveness, two key metrics for facilities seeking to reduce energy use and water consumption.

Adoption barriers

The survey identified several barriers to wider use of predictive maintenance. Skills shortages were cited by 55% of respondents, data integration challenges by 54%, and uncertainty around return on investment by 46%.

These pressures come as data centres face rising expectations around uptime and operational resilience. The report argues that maintenance practices have not kept pace with the sector’s growing importance to the wider economy.

Alice Oakes, service and support manager at Wilo, said the demands on facilities now require a different approach to asset management.

“Behind the performance of a data centre sits a complex ecosystem of assets that must operate seamlessly to maintain uptime. With the sector’s recent recognition as critical national infrastructure, many facilities could benefit from upgrading their maintenance approach to meet the demands of a more challenging era.”

“Predictive maintenance is a fundamental requirement for resilience, efficiency and sustainability in modern data centres. It is therefore crucial to have solutions in place that help operators overcome barriers to adoption and ensure their facilities are equipped for the future. For those seeking to avoid unplanned downtime, reactive maintenance for critical assets is simply obsolete, and preventative approaches are close behind,” Oakes said.

The report describes condition-based monitoring as the use of real-time data from assets such as pumps, motors and cooling systems to identify issues before failure. Fully predictive maintenance builds on that by linking monitoring data to alerts, maintenance scheduling and spare parts planning.

This matters because downtime in data centres can have direct operational and financial consequences. Even relatively short outages can disrupt customer services, increase repair costs and place greater strain on already stretched engineering teams.

Shift in approach

Despite low current adoption, the survey indicates that many operators expect to change course soon. Among respondents without a predictive maintenance strategy, 87% said they intend to adopt one within the next six months.

This points to a potential shift in how operators manage physical infrastructure, particularly as facilities scale to meet growing demand from cloud computing and artificial intelligence workloads. More intensive computing environments can place additional pressure on cooling systems and supporting assets, making failures harder to absorb.

For suppliers and operators alike, the findings underline a gap between awareness and implementation. Most respondents recognise the importance of key equipment such as pumps, but fewer have systems in place to continuously track efficiency or predict faults before they disrupt operations.

Oakes said operators need support to move from older maintenance models to more data-led approaches.

“Operators are encouraged to begin with a free energy audit from a trusted partner like Wilo to assess the potential return on investment and sustainability gains from long-term energy savings and carbon reduction. We also advise on the best time to upgrade pumps and how this can positively affect uptime.”

“Beyond that, we can support predictive maintenance strategies and the implementation of condition-based monitoring systems, while also helping facilities navigate the industry’s well-documented skills shortage through targeted training, data integration and supplier guidance,” Oakes said.



Source link

Continue Reading
Click to comment

Leave a Reply

Your email address will not be published. Required fields are marked *

Business & Technology

UK urged to back start-ups beyond the prototype stage

Published

on


John Moffat has urged the UK to move faster to help start-ups commercialise proven technology, warning that British risk aversion is pushing innovative companies towards the US.

Moffat, Founder and Chief Executive Officer of The Structural Battery Company, said the UK performs well in research and prototyping but falls short when companies try to turn tested technology into products that can be certified and sold at scale.

He described this stage as the main weakness in the British innovation system, arguing that the problem is not a lack of ideas but a lack of support once a technology moves beyond early development.

“The UK has many of the ingredients to lead the world in advanced technology, but we need to become better at turning innovation into commercial success.

“The critical issue is risk appetite. The UK is structurally risk-averse, especially when companies move from Technology Readiness Level 6 into commercialisation. We support research and prototypes well, but struggle to back the stage where a proven technology becomes a certified, scalable product.

“Government policy can be well-intentioned but create unintended outcomes. For example, broadening Enterprise Investment Scheme eligibility risks drawing capital away from the smaller, early-stage businesses the scheme was designed to support.

“There are only two places where start-ups can reliably access growth capital: the US and China. For companies with sensitive technology, China is not viable, which is why British companies look to the US, where funding depth and commercialisation pathways are stronger.

“Risk appetite challenges are well documented for UK start-ups in the ‘valley of death’ – the treacherous path between scale-up capital and commercial procurement. In the UK, we know the solutions to these problems. The question is whether they can be implemented with sufficient urgency and precision.”

Moffat is seeking to draw attention to the commercial barriers facing emerging technology businesses in Britain, particularly those in sectors that require long development cycles, regulatory approval and large amounts of capital before revenue can build.

Funding gap

The “valley of death” is a familiar term in the start-up market, referring to the period between technical validation and sustainable commercial sales. For many hardware and deep-tech companies, this can be the hardest stage, as investors grow more cautious and customers often wait for certification, production capacity and procurement frameworks to be in place.

Moffat said the problem is especially acute in the UK, where risk appetite remains weaker than in larger capital markets. He also pointed to the US as the main alternative for British companies seeking later-stage backing.

His intervention adds to a wider debate over how Britain can retain more of the intellectual property and industrial growth created by its universities, engineers and specialist start-ups. Founders in advanced manufacturing, aerospace, energy storage and defence-related technologies have often argued that the UK is better at generating inventions than building large companies around them.

Battery design

Moffat’s company is developing structural battery technology for unmanned aerial vehicles and satellites. The idea is to use parts of an aircraft’s structure, such as crossbeams and panels, to store electrical energy, reducing the need for separate battery packs that add weight and take up space.

The company’s Drone Spine product is aimed at heavy-lift unmanned aerial vehicles. It is designed as a high-voltage structural battery backbone that combines energy storage with a load-bearing role in the airframe.

The company said the design could allow aircraft to travel further and carry more payload by making the battery part of the structure rather than a standalone component. The system has been developed for unmanned aerial vehicle platforms with a maximum take-off weight of up to 600kg in quadcopter configuration and uses a 100s5p battery configuration, with 100 modules connected in series and five cells connected in parallel within each module.

That focus on integration, rather than propulsion alone, is central to Moffat’s argument for the technology.

“The limiting factor with heavy-lift drones is not propulsion, it is integration. Drone Spine is designed to solve that problem by combining structure, energy storage and high-voltage power distribution in one system.”

Strategic uses

He said the implications go beyond engineering efficiency and extend into defence and civilian operations. Demand for drones has grown quickly across military logistics, surveillance, emergency response and industrial support, increasing pressure on manufacturers to improve range, payload and endurance.

Moffat linked those pressures to the strategic value of structural energy systems, while arguing that the commercial and public-service uses could also be significant.

“With drones increasingly becoming a core component of modern warfare, as demonstrated by Ukraine’s ongoing defence against Russian invasion, advances in structural energy systems are strategically significant.

“But this is not just a military opportunity. The same technology can help drones fly further, carry more and operate for longer in applications such as wildfire response, emergency medical logistics, construction support and access to remote areas.

“Flight range, payload capacity and onboard power are becoming decisive factors in the future of uncrewed aviation. If we can make the structure of an aircraft store energy, we change what that aircraft can do.

“The real-world benefits could be transformative: medical supplies reaching critically ill or injured patients faster, small wildfires being tackled before they become major incidents, and armed forces equipped with more capable uncrewed systems that help deter conflict. These are exactly the kinds of technologies the UK should be helping to commercialise and scale.”

His remarks reflect a broader concern among founders that Britain risks losing commercially valuable technologies to overseas markets unless investors, policymakers and procurement bodies move faster to support companies after the prototype stage.

For advanced engineering businesses, the issue is not simply invention but whether enough capital and institutional backing exist to bridge the gap between a proven concept and a viable product.



Source link

Continue Reading

Business & Technology

Cequence backs behaviour-based zero trust for AI agents

Published

on


Cequence Security said Anthropic, Dr. Chase Cunningham and Cequence have aligned on a behaviour-based approach to securing AI agents. It described this convergence as a shift in how the industry defines zero trust for agentic AI.

The shared view centres on a simple point: the main risk from AI agents lies not in whether they can log in, but in what they do after access is granted. The work of Anthropic, Cunningham’s research and Cequence’s AI Gateway architecture all point to controls that monitor and restrict runtime behaviour rather than relying mainly on authentication.

That marks a departure from traditional cybersecurity practice, which has focused on verifying identity at the point of entry. With autonomous software agents, the concern is that an authorised system may still carry out harmful actions, misuse APIs or remove sensitive data through approved channels.

The issue is drawing more attention as businesses move AI agents from trial environments into live operations. These systems are being used with access to internal tools, sensitive datasets and production systems, raising the stakes if an agent behaves unexpectedly or is manipulated by malicious prompts.

Cequence said this environment requires zero trust principles to be applied continuously throughout an agent’s activity. In practice, that means checking the context of each action, limiting the resources available to the agent and enforcing policy at the level of individual transactions.

Shreyans Mehta, Chief Technology Officer at Cequence Security, set out that argument directly.

“Most security teams are still trying to tackle AI risk with prompt detection and short-lived tokens – basically, really tight sign-in security. But that misses the point entirely. You can nail authentication and still get burned by an agent running amok inside the castle,” said Shreyans Mehta, Chief Technology Officer at Cequence Security.

Mehta also pointed to what he sees as broader agreement across the sector.

“Anthropic, Dr. Cunningham and Cequence all recognised early on that the gamechanger is securing agent behaviour. Seeing the whole industry pivot hard toward that truth, toward the approach we baked into the AI Gateway from day one, is the ultimate validation. It crowns the AI Gateway as the new reference architecture for the space,” he said.

Security model

Cunningham, who has published research on what he calls Agentic Zero Trust, framed the problem in similar terms. In his view, established controls focus too heavily on the “front gate” and do not address what happens once an AI system is inside a network or application environment.

“Traditional security controls focus obsessively on the front gate – who gets in. But with AI agents, the real damage happens after the front gate, through totally authorised channels,” said Dr. Chase Cunningham, a leading expert on Zero Trust security.

“You have to extend zero trust inside, to cover not just authentication, but every action an agent takes. Cequence’s AI Gateway is a huge leap toward that goal, toward getting zero trust to fully cover the AI agent threat model,” Cunningham said.

The broader technical argument is that AI agents can combine a series of individually permissible steps into harmful or unintended outcomes. Because those patterns may only become visible as they unfold, static rules or one-off login checks may not be enough to stop them.

That is why the behaviour-based model emphasises real-time monitoring and intervention. Instead of treating access approval as the main control, the system applies checks throughout the session, looking at which tools are being called, what data is being requested and whether the sequence of actions fits policy.

CIS guidance

Cequence also linked this thinking to the Model Context Protocol Companion Guide from the Centre for Internet Security. The guide adapts the CIS Controls to address risks that arise when AI agents interact with enterprise tools, systems and information, and identifies the protocol layer as an important point for governance.

According to Cequence, the guide calls for explicit tool-level permissions, audit trails for interactions and real-time protection for sensitive data. It said those ideas align with the design of its AI Gateway, which creates least-privilege agent profiles, records API activity and inspects requests and responses for sensitive information.

Mehta drew a direct link between the policy framework and implementation.

“The CIS MCP Companion Guide defines what enterprises should do; the Cequence AI Gateway operationalises it,” he said.

“The guide calls for explicit tool-level permissions, auditable interactions, and real-time sensitive data protection. AI Gateway delivers by generating least-privilege agent personas, logging every API call, and applying DLP scanning to tool requests and responses. It takes the CIS framework from theory to practice,” Mehta said.

The debate comes as security teams face a faster threat environment shaped by AI on both sides. Cequence argued that attack timelines are shrinking sharply, making immediate visibility into API calls and data flows more important as organisations deploy agents into business processes.

Cequence said its platform protects more than 10 billion daily API interactions and 4 billion user accounts.



Source link

Continue Reading

Business & Technology

Thames Water close to nationalisation after government objection

Published

on



Emma Reynolds is understood to have written to water regulator Ofwat on Monday warning the current bid tabled by Thames Water creditors would place an “undue burden” on customers.

The Government’s misgivings over the deal comes as Ofwat is said to have been close to accepting the offer from bidding consortium London & Valley Water, which has proposed injecting £10 billion into debt-laden Thames Water in return for any new fines over sewage leaks being waived for four years.

READ MORE: Thames Water ‘would need to pay £749m’ under controversial deal

Thames Water – Britain’s biggest water supplier with 16 million customers – is hoping to secure the deal to stave off temporary nationalisation after being left close to collapse by nearly £20 billion of debt.

It has also faced a series of hefty fines for its poor environmental performance in recent years.

A rescue bid by creditors is seen as the final realistic option on the table to avoid being placed into the Government’s so-called special administration regime after a previous rescue deal with US private equity giant KKR collapsed in May last year.

Administrators have already been lined up to step in if needed.

Ms Reynolds’s criticism of the deal centres on concerns that customers will lose out under the creditors’ offer, according to The Times, which first reported the details of the letter.

It is thought she raised worries that the creditors’ proposal was “weak”.

But the Government has repeatedly said it prefers a “market solution” over temporary nationalisation.

Ofwat and the Department for Environment, Food and Rural Affairs have been approached for comment.

The letter from Ms Reynolds comes in a difficult week for Prime Minister Sir Keir Starmer, with Andy Burnham – the mayor of Greater Manchester – hoping to win the Makerfield by-election on Thursday, which would pave the way for him to launch a leadership challenge.

Mr Burnham recently signalled he could bring in a 10-year plan to renationalise the water industry, saying reform is needed to put the public interest first.

A spokesman for Thames Water said: “We remain of the view that a market-led solution is the best way to secure the long-term stability needed to continue improving performance and advancing our turnaround plan, for the benefit of customers, the environment and our stakeholders.

“Our priorities remain on providing safe, resilient services for customers, supporting our colleagues and working closely with suppliers, government and regulators.”

It had been expected that the Government would give its backing to the Thames Water takeover this summer, with the utility fast running out of cash and said to be facing collapse within months if a deal is not forthcoming.

London & Valley Water’s proposed deal would see it inject £3.35 billion of new equity into Thames Water and up to £6.55 billion in new debt.

But it is said that Thames Water would also have to pay nearly £750 million to its creditors, lawyers and advisers as part of the restructuring.





Source link

Continue Reading

Trending