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AI and Big Data

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In 2019, we worked with a customer who owns and operates a mine in Mozambique to help them identify their key business objectives and advise them on how to succeed on these. Throughout our discussions with them, we defined the below key objectives:

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Tomorrow’s shopping experience isn’t just coming… It might already be here

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When you think of a truly world-class shopping experience, what are the key elements that immediately spring to mind? For most of us, it's the personal touches… We're greeted by name by a familiar shopping assistant, who's already familiar with our preferences and purchasing habit. They'll guide us through the entire experience, offering advice and special offers throughout. Regardless of the actual quality of the product or service, it's these touches that will establish it as high-end in the minds of shoppers and encourage them to cultivate relationships with specific brands. It's a model that the world's most renowned retailers have cultivated for years.
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From Analogue to Digital and Beyond - The Potential Impact of AI on the UK’s Healthcare Services

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On the morning of 12th September 2024, the UK Health Secretary, Wes Streeting, pinpointed three 'big shifts' that would be required to transform the NHS:

  • From hospital to community care
  • From analogue to digital
  • From treating sickness to preventing it
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Management Information in the Contact Centre

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How Actionable Data Drives Sales, Improves Employee Satisfaction, and Enhances the Customer Experience

One of the key components we discuss with organisations when defining their contact centre needs is their data: the data the organisation requires, the data the solution can report on, and the tools available to interpret this data.

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Smart spaces and the new guest experience - rethinking the network’s role in hospitality

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Across the Hospitality & Leisure sector, from pubs to five-star hotels - guests' expectations have evolved in ways that would have been impossible to imagine just a decade ago.

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Intelligent automation, effortless manufacturing

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Effective manufacturing workflows are all about doing things more efficiently - from the simplest tasks to the most complex. While this is an ostensibly simple concept, the increasingly interconnected, global nature of modern manufacturing workflows hides a number of challenges, with even the briefest period of downtime potentially costing thousands of pounds, particularly during periods of increased consumer demand.

However, the increasing sophistication of artificial intelligence (AI) and 'smart' technologies offers a rich vein of opportunities here, allowing routine processes to be automated, where possible and appropriate. Not only will this significantly improve the overall efficiency of manufacturing processes, if successfully executed, it will lead to long-term cost savings and free staff to focus their attention on activities that will lead to fresh innovations and sustainable business growth.

With that in mind, let's consider where AI-powered automation can be of most use across manufacturing workflows…


Streamlined, proactive maintenance processes

The rollout of interconnected sensors at manufacturing sites ensures any faults can be automatically tracked, identified, and escalated to the appropriate team, ensuring the resulting downtime can be kept to the absolute minimum. Beyond ensuring a swift response to any unexpected faults, collating the data generated by these sensors and applying machine learning technologies will allow any trends to be identified and routine maintenance processes adapted accordingly, helping to resolve potential faults before they occur and ensuring costly downtime can be avoided altogether.

And, as a bonus, this will help reduce machines' energy consumption in the long term, further reducing costs and bringing manufacturers another step closer to achieving their environmental goals!


Stress-free quality control

Even the most stringent quality control processes are vulnerable to human error, but AI will not only offer a greater level of consistency, but also allow products to be examined with a level of detail that would be impossible otherwise, particularly for especially small or complex products (computer chips, for example). This way, even the most miniscule defects can be quickly identified before products reach customers, even during the busiest production cycles. 

Maximum control and visibility of global supply chains

The vast range of materials utilised across manufacturing operations that must be sourced from around the world means that supply chains are inherently complex. This means there is huge potential for disruption and, in turn, downtime if any area of the supply chain fails. But just as with the machines on factory floors, AI and smart sensors allow for micro and macro views of manufacturers entire supply chains, covering everything from vehicles to individual parts. By monitoring this data and implementing effective analytics, potential disruptions can be predicted and factored into project timelines. 

Developing safer factory floors

Finally, amidst all the excitement about the possibilities offered by AI, let's not forget the people who continue to drive effective manufacturing operations! The smart sensors deployed across factory floors can be complemented with wearable sensors for employees. This will ensure the risk of injury from machinery is minimised, while simultaneously supporting wider health & safety initiatives, and thus helping maintain a safer working environment. For example, in environments where employees may be required to lift heavy objects, the data generated by the wearable sensors can be used to avoid injuries by ensuring correct procedures are followed when doing so.

This is all just scratching the surface of what AI-powered automation can potentially offer manufacturers. Leaders across the industry are already exploring the full potential of these technologies, with the support of trusted technology partners, so new opportunities and innovations are sure to keep revealing themselves in the months and years ahead. As we're already seeing in our own ongoing work with manufacturers across the UK, the rise of AI shows no signs of slowing down, so don't hesitate to contact us if you'd like to discuss how it can transform your own operations. It's an exciting time for the entire sector, and we look forward to exploring it with you!


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Has your AEC firm earned the Cyber Essentials / Cyber Essentials Plus accreditation? If you haven’t, don’t delay…

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The nature of AEC projects and the high volumes of sensitive data firms generate, transfer, and store on a daily basis make them a natural target for cyber criminals. Indeed, a recent Government study found that 5% of building firms have already fallen victim to some form of cyber-crime in the just a year, but that 26% of them still did not have adequate cyber security measures in place.

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Bringing the Data Centre into the Interconnected Age with Azure Managed Hyper-Converged Infrastructure

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The way organisations design, deploy, manage, and scale their IT infrastructure has changed in ways that would have been inconceivable just ten years ago.
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Always on, always available, and always secure: Rethinking IT at the edge

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As organisations generate, manage, and store more data than ever before, it's not hard to see why the ongoing march of Cloud transformation shows no signs of slowing down. But for all the Cloud's advantages in terms of flexibility, scalability, and cost control, it is not suitable for every application.
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5 Things Airports and Airlines Ought to Consider in a Post-Coronavirus World

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The global Aviation industry has been hit hard by the coronavirus pandemic. Around the world airport terminals are deserted due to travel bans and enforced lockdowns, fleets of planes are parked in their hundreds in hangars and employees have been laid off or furloughed.

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The Future Workplace in a Post-Coronavirus World

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The current global stay at home policy has fundamentally changed how we all work. Many around the world have become accustomed to the daily use of teleconferencing tools, instant messaging platforms and shared documents hosted in the Cloud.

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Ransomware: lessons all companies can learn from the British Library attack

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In October 2023, the British Library suffered "one of the worst cyber incidents in British history," as described by Ciaran Martin, ex-CEO of the National Cyber Security Centre (NCSC). 

The notorious Rhysida ransomware gang broke into one of the world's greatest research libraries, encrypting or destroying much of its data, and exfiltrating 600 GB of files, including personal information of British Library staff and users.

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What makes a ransomware attack eight times as costly? Compromised backups

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Any organisation that has tried to recover from a ransomware attack knows that it can be time-consuming and costly. Companies hit by an attack must choose between paying a ransom or recovering encrypted data from a backup.

Unfortunately, ransomware gangs are too aware that they can leverage significantly higher ransoms from their corporate victims if they have also compromise the company's backups. For this reason, we are seeing more and more cyber attacks targeting backups because they know that organisations desperately need them to recover if they want to avoid paying a ransom to cybercriminals.

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3.5 million Omni Hotel guest details held to ransom by Daixin Team

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The international hotel chain Omni Hotels & Resorts has confirmed that a cyberattack last month saw it shut down its systems, with hackers stealing personal information about its customers.

In the aftermath of the attack, hotel guests reported that they had been forced to check in on paper, that room keys didn't work, and all phone systems and Wi-Fi were offline.

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$10 million reward offer for apprehension of unmasked LockBit ransomware leader

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Do you know Dmitry Yuryevich Khoroshev?

If you do, there's a chance that you might well on the way to receiving a reward of up to $10 million.

Law enforcement agencies across the US, UK, and Australia have named Dmitry Yuryevich Khoroshev as the mastermind behind the notorious LockBit ransomware group, estimated to have extorted $500 million from companies worldwide.

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Black Basta ransomware group's techniques evolve, as FBI issues new warning in wake of hospital attack

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Security agencies in the United States have issued a new warning about the Black Basta ransomware group, in the wake of a high-profile attack against the healthcare giant Ascension.
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UK Government ponders major changes to ransomware response – what you need to know

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What's happened? 

Recorded Future has reports that the British Government is proposing sweeping change in its approach to ransomware attacks.

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Ransomware attacks skyrocket, with LockBit 3.0 at the forefront

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Newly-released research indicates that ransomware attacks reached a record high in May, with the surge primarily fueled by a massive increase in the number of attacks perpetrated by the LockBit ransomware group and its affiliates.
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Supply-chain ransomware attack cripples thousands of car dealerships

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Car dealerships have been brought to a standstill across the United States after a software provider was hit by a ransomware attack.
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'Big-game hunting' - Ransomware gangs are focusing on more lucrative attacks

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2024 looks set to be the highest-grossing year yet for ransomware gangs, due - in no small part - to emboldened cybercriminals causing costly disruption at larger companies.

The so-called 'big-game hunting' cyberattacks which target larger, higher-value organisations have contributed to US $459.8 million paid to cybercriminals in the six months of 2024, according to a report by the cryptocurrency research firm Chainalysis.


Although the rise in money criminals have generated through ransomware has risen by what may appear to be a small percentage amount (approximately 2% from US $449.1 million to US $459.8 million), this is in spite of disruption caused to ransomware-as-a-service operations such as LockBit and ALPHV/BlackCat by law enforcement agencies.

The figures for the first half of 2024 include the US $75 million reportedly paid to the Dark Angels ransomware gang by an undisclosed Fortune 50 company, in what was believed to be the largest ever single ransom payment made since records began.

The ballooning size of maximum ransom payments represents a 96% year-on-year growth from 2023, and a 335% increase from the maximum payment made in 2022.

Chainalysis's research reveals that the median ransom payment made in response to the most severe ransomware has rocketed from just under US $200,000 in early 2023 to US $1.5 million by mid-June 2024.

The researchers believe that this 7.9x increase in the typical size of ransom payment (a nearly 1200x rise since the start of 2021) suggests that larger businesses and critical infrastructure providers considered more likely to agree to make higher payments due to their greater access to funds and the more significant impact of downtime.

Against this backdrop, the study claims that ransomware victims are giving in to extortion demands less often. As it explains:

Posts to ransomware leak sites as a measure of ransomware incidents have increased YoY by 10%, something we would expect to see if more victims were being compromised. However, total ransomware payment events as measured on-chain have declined YoY by 27.29%. Reading these two trends in tandem suggests that while attacks might be up so far this year, payment rates are down YoY. This is a positive sign for the ecosystem signalling that perhaps victims are better prepared, negating the need to pay.

In short, ensuring that your organisation had prepared to respond to a ransomware attack is essential.

Many organisations underestimate the importance of having a robust incident response plan. But knowing how to respond, especially in those critical first 48 hours after a cyber attack, can be critical.

Do you worry your company won't know how to recover after a cyber attack? Has your business just been hit by ransomware and you're wondering what to do?

There's still hope.

Don't make the mistake of believing that your organisation will never be targeted. The right approach is to take proactive measures in advance - as it's not a case of whether your business will suffer the likes of a ransomware attack but when.

Make sure to read Exponential-e's step-by-step guide on ransomware remediation.

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