Cover Story
Managing Data to Achieve Infinite Potential
Seagate’s Vision on the Evolution of Data Storage and Its Future in an AI-Driven World
Exclusive Interview with Arnab Majumder, Country Manager, Saudi Arabia at Seagate Technology
In this exclusive interview, Arnab, Seagate’s Country Manager for Saudi Arabia and MENA, shares insights from his two decades of experience in the IT industry. He discusses the evolving landscape of data storage, the rise of AI, and Seagate’s innovative solutions in data security, speed, and sustainability. From the launch of the Mozaic platform to the company’s commitment to environmental responsibility, Arnab highlights Seagate’s role in shaping the future of data storage technology. He also provides an outlook on the increasing role of data centers in AI adoption and why the Middle East is uniquely positioned to be a global leader in this space.
You have around two decades of experience and have worked in some of the major global IT companies. What kind of changes have you seen throughout your career?
Throughout my career, one thing has remained constant—my association with data. I started by selling ERP software, specifically SAP, which was commonly known as an ERP solution but was, in essence, a data management software. From there, I transitioned into servers and storage, which again revolved around data and compute. Later, I focused on data backup, and now, for the past two and a half years at Seagate, I have been managing data storage from an endpoint perspective, what we call Edge to Cloud.
Over time, the importance of data has increased tremendously. Initially, discussions around data were confined to the data center. Then came hybrid models with the introduction of private and public cloud. The conversation evolved further with IoT, and now we are in an AI-enabled world, particularly machine learning and AI-driven applications, which make data more crucial than ever. As someone once said, “Data is more valuable than oil,” and that statement holds true. Data can make or break organizations over time.
With the rise of AI technologies, data storage has become even more crucial. How is Seagate addressing this need?
With the emergence of AI-driven solutions and machine learning applications, we have seen a massive shift in data storage demands. AI has fundamentally reshaped the way organizations interact with data, requiring scalable, high-performance solutions.
Seagate ensures that the data solutions we provide to customers have infinite potential. We are not restricted to specific compute capabilities, IOPS, or throughput. Instead, we focus on exceeding expectations, ensuring that data can be stored, retrieved, and archived at any time without barriers. The key elements remain securing, storing, retrieving, and managing data efficiently over the long term. As AI models become more sophisticated, data centers will need to scale exponentially, and Seagate is committed to supporting this evolution through cutting-edge innovations.
AI has also increased the demand for faster storage. How is Seagate addressing storage capacity and speed?
With the launch of the Mozaic platform last year, which we introduced globally in Dubai, we have taken data storage to the next level. Users today don’t just need to store data; they need to access it at high throughput and IOPS. To meet this demand, we have introduced chips on our hard drives—what we call System on a Chip (SoC)—to enhance performance significantly.
Additionally, with the emergence of our cutting-edge HAMR (Heat-Assisted Magnetic Recording) technology, we are ensuring that our hard drives are ready for AI-driven applications. A decade ago, storing data was the primary concern; today, the focus is on how quickly and efficiently data can be retrieved. Our advancements in high IOPS and throughput ensure that the user experience remains optimal. As AI applications evolve, real-time data access and low-latency performance will be critical, and Seagate is prepared to meet these growing demands.
With the increase in data, security concerns have also risen. How is Seagate addressing data security?
Seagate prioritizes data security and has implemented multiple measures to protect user information. One of our key security features is Self-Encrypting Drives (SED), which ensure that stored data is only accessible to authorized users. Encryption-enabled drives play a crucial role in preventing unauthorized access, safeguarding against threats such as ransomware and malware.
At Seagate, we believe that storing data and securing data go hand in hand. That’s why our drives are equipped with built-in encryption, adding an extra layer of protection at all times. This ensures that even if a drive is lost or stolen, the data remains inaccessible to unauthorized individuals. Beyond encryption, we continuously integrate advanced security features into our drives to provide the highest level of protection for our customers. Cyber threats are evolving rapidly, and we are committed to staying ahead by ensuring that our storage solutions are secure against emerging risks. Seagate remains dedicated to offering robust security measures to protect sensitive information.
The increasing volume of data also leads to concerns about e-waste. What steps is Seagate taking to promote recycling and sustainability?
Seagate is committed to sustainability. As part of our efforts to tackle e-waste, we are committed to refurbishing and recertifying drives to extend their lifespan. Additionally, we are investing in innovative technologies to lower power consumption, making our storage solutions more energy-efficient. This includes not only hard drives, but also entire systems that are designed to reduce power usage. Our consumer tech solutions are now also being manufactured using recycled materials, reinforcing our commitment to sustainability
Additionally, Seagate has a Take-Back Program, where we collect used storage devices, ensuring that materials are repurposed and reintegrated into the production cycle. By prioritizing sustainability at every level, we are addressing the environmental impact of data storage while maintaining high-performance standards. Seagate is also working closely with partners to promote a circular economy, reducing waste and improving the lifecycle of storage solutions.
Seagate is always present at major tech events like Intersec, GITEX, and LEAP. How important are these events for the company?
These events are of pivotal importance to us. Over the last three years, we have participated in GITEX and Intersec, including Intersec Saudi Arabia, and have had a strong presence. This year, we are also participating in LEAP. Such events provide us with the opportunity to reach a broader audience and showcase our latest technological advancements.

Every year, Seagate comes up with transformative technologies. For example, last year, we introduced the Mozaic platform, and we are continuously expanding its capabilities. We also use these platforms to highlight innovations like HAMR, self-encrypting drives, and AI-driven storage solutions. Many customers approach us at these events with questions about AI-driven storage and video surveillance in an AI-enabled base. We are always excited to share insights on our Mozaic platform, SkyHawk AI drives, and enterprise data storage.
Beyond enterprise solutions, Seagate is also contributing to the growing gaming industry, particularly in the Middle East. Our FireCuda series of high-performance drives is designed to meet the high-performance demands of gamers, and we are eager to showcase these advancements at LEAP.
The Middle East is at the forefront of change and innovation, particularly in Saudi Arabia, which is investing heavily in smart cities, AI, and technological advancements. Seagate is excited to be part of this transformation, providing the storage infrastructure required for these ambitious projects.
Automotive
Chinese Cars Are Reshaping the GCC Market, but Resale Value Could Be the Next Battleground
The GCC automotive market is undergoing a significant transformation. Chinese manufacturers are expanding their presence, established brands are navigating supply chain disruptions, and consumers are reassessing the economics of vehicle ownership.

At Keyloop Fusion Live Dubai, Srijith KN, spoke with Nour Abu-Safe, Head of Insights & Analytics at AutoData Middle East, about the changing competitive landscape, the impact of regional logistics challenges, and the opportunities emerging for automotive retailers.
Drawing on market intelligence, vehicle valuation data and industry research, she explains why technology alone may not guarantee long-term customer loyalty, why hybrids currently offer stronger residual value, and why the next major opportunity for dealerships could lie in pre-owned Chinese SUVs.
How are disruptions around the Strait of Hormuz affecting established automotive brands, and could the market changes become permanent?
Initially, many believed the disruption would be temporary. However, the data is beginning to show that market conditions are solidifying and businesses are adapting.
Traditional manufacturers, particularly Japanese brands such as Toyota, Nissan and Lexus, are experiencing challenges getting inventory into the region.
Chinese manufacturers have been more agile because several operate their own vehicle carrier fleets and logistics networks. This has allowed them to establish alternative routes into the GCC.
We have seen a 90% reduction in Japanese vehicle imports into the region, linked to the disruption around the Strait of Hormuz.
Alternative routes through ports outside the Gulf and via the Red Sea and Saudi Arabia are increasingly being used. However, these arrangements are creating delays, with vehicles now taking approximately six to eight weeks to reach showrooms.
The important development is that the market is adapting. Some of the alternative logistics routes established during this period could remain in use for years to come.
Are Chinese automotive brands attracting an entirely new generation of buyers, or are they winning customers away from established manufacturers?
It is a combination of both.
Younger consumers, particularly those between 19 and 30, are increasingly attracted to Chinese vehicles because of their styling, advanced technology, competitive pricing and safety features.
For younger families, especially those entering parenthood, these features can be important purchasing considerations.
Chinese vehicles also tend to offer attractive warranty and servicing packages, making them appealing to consumers who want to reduce their overall ownership costs.
Older buyers, particularly those in their 40s and 50s, generally demonstrate stronger loyalty towards established manufacturers and premium brands.
However, Chinese manufacturers are increasingly entering the premium segment as well, and we are beginning to see them capture some of that market share.
These demographic observations are also supported by consumer research, including studies published by YouGov, which we reference in our market analysis.
Chinese vehicles are becoming increasingly sophisticated. But can manufacturers sustain customer loyalty when technology evolves so quickly?
This is one of the most interesting challenges facing Chinese manufacturers.
Advanced technology is a powerful selling point. It looks attractive in marketing materials and helps manufacturers differentiate their vehicles.
However, rapid technological advancement also accelerates depreciation.
When a manufacturer introduces a significantly improved model within a short period, previous model-year vehicles can quickly appear outdated. That creates challenges for residual values and the used-car market.
For dealerships, the opportunity is to identify vehicles that offer a balance between modern technology and proven, practical features.
Hybrid vehicles are an interesting example because they combine improved efficiency with familiar internal combustion technology.
A vehicle that balances innovation with long-term usability may be better positioned to retain customers over five to ten years than one that depends primarily on the latest technology.
Chinese manufacturers are doing many things well, but the next few years will reveal how effectively they manage this challenge.
With affordability becoming increasingly important, how are vehicle financing and leasing models evolving across the GCC?
Vehicle demand remains present, and manufacturers have found ways to maintain supply despite the disruptions.
However, we could see greater pressure on consumer finances over the coming year.
That creates opportunities for financing and leasing providers.
Financing offers with zero down payment are becoming particularly relevant for buyers who may not have sufficient funds available for a substantial upfront payment.
On the leasing side, some operators are reporting demand increases of approximately 30% to 35%.
Consumers still need vehicles for everyday mobility, but some are becoming more reluctant to take on the financial commitment and risk associated with outright ownership.
Leasing offers an alternative that can address those concerns.
What is the biggest opportunity dealerships may be overlooking today that could become particularly important in 2027?
Used Chinese SUVs.
SUVs represent the largest vehicle body-type segment in the region, and the growing population of Chinese SUVs creates a significant opportunity for dealerships.
The first owner typically absorbs much of the vehicle’s depreciation during the initial two to three years. In some cases, that depreciation could be around 50%.
For dealerships, this creates an opportunity to develop certified pre-owned programmes around relatively young Chinese SUVs.
A three-year-old vehicle may still be in excellent condition and covered by its original warranty or service package.
If dealerships can price these vehicles correctly, they can attract buyers who cannot afford a brand-new SUV but still want a modern, well-equipped vehicle.
This could become an important growth segment for the automotive retail industry.
For consumers considering a vehicle purchase today, which offers the strongest proposition: petrol, hybrid, electric or a competitively priced Chinese vehicle?
There is no single answer because the decision depends on individual priorities.
However, when we compare petrol, hybrid and electric vehicles, our current data indicates that hybrids retain their value best.
They offer fuel efficiency while maintaining the familiarity and convenience of an internal combustion engine.
For buyers concerned about long-term value, that makes hybrids particularly attractive.
Chinese manufacturers, meanwhile, are becoming increasingly competitive on design, pricing and technology.
Vehicles such as the ROX 01 and Jetour G700 demonstrate how Chinese brands are entering segments traditionally dominated by established SUVs such as the Toyota Land Cruiser and Nissan Patrol.
The competitive landscape is changing considerably.
One particularly interesting insight from our latest data is that 48% of the new 2027-model vehicles arriving in the UAE are Chinese brands.
That tells us how aggressively these manufacturers are planning their product introductions, expanding supply and positioning themselves to attract both new and existing automotive customers.
The next few years will be particularly interesting as these changes reshape the balance between established manufacturers and emerging competitors.
Cover Story
The AI Learning Dilemma: Better Answers, But Better Thinkers?
As artificial intelligence becomes embedded in higher education, universities face a growing challenge: ensuring that students develop independent thinking rather than simply producing polished AI-assisted work. From rethinking assessments to preserving the value of intellectual effort, the conversation is shifting towards what Turnitin calls learning integrity.
In this interview with Amal Dimashki – Regional Director, MENAT & Pakistan, Turnitin explores how institutions can balance AI adoption with critical thinking, meaningful assessment and the development of essential learning skills.

Students are becoming increasingly comfortable prompting AI, but how can universities ensure they are still developing independent reasoning and critical thinking rather than simply producing better AI-assisted answers?
Prompting is becoming an important skill, but being able to write a sophisticated prompt is not the same as being able to think critically.
AI can be a very effective learning partner. It can help students brainstorm, explore different perspectives, challenge an argument or receive feedback on something they have written. But students still need to do the cognitive heavy lifting. If they simply prompt AI for an answer and then refine that answer until it looks better, we may improve the quality of the output without necessarily developing the student’s thinking.
This is why AI literacy needs to go beyond teaching students how to prompt. Students need to learn how to critically evaluate AI-generated content, verify information and sources, question what they are given and make their own judgments about the output. Turnitin’s guidance on responsible prompting encourages students to engage with AI iteratively and interrogate its responses rather than simply accepting what it produces.
We want students to use AI as a learning partner while remaining actively engaged in the learning process and taking ownership of the work they produce. Turnitin’s guidance to students reinforces this by encouraging them to ensure that the majority of their work remains their original thinking.
Universities therefore need to develop AI literacy alongside critical thinking and independent judgment, so that becoming better at using AI does not come at the expense of developing the skills students are there to learn.
What should a modern assessment look like if institutions want to measure a student’s actual understanding rather than just the quality of the final submitted work?
In an AI-enabled environment, assessing only the final product gives us a limited view of whether learning actually took place. A polished final submission does not necessarily tell us how the student arrived there.
This is where a process-based approach to assessment becomes increasingly important. Educators can build meaningful checkpoints into the learning journey through outlines, drafts, formative feedback, revisions and reflection. This allows them to see how the student’s thinking developed, how they responded to feedback and where they may need additional support. Turnitin’s multipart assignments, for example, are designed around structured checkpoints for guidance and reflection throughout the writing process.
At Turnitin, we refer to the broader framework behind this as learning integrity. It expands traditional academic integrity by placing greater emphasis on the integrity of the learning process and ensuring that students are doing the work necessary to learn and develop.
It brings us back to a familiar principle: “show your work.” Greater visibility into drafts, revisions and the development of ideas gives educators richer evidence of how a student approached the assignment rather than relying on a single snapshot at the end. Turnitin Clarity, for example, provides visibility into how students develop their work from ideation through to final submission.
This does not mean making every assessment more complicated. It means designing assessment around the learning objective and creating opportunities for students to demonstrate that they have developed the skills being assessed.
The final submission will continue to matter, but it can be considered alongside evidence of the learning process that produced it.
AI makes it possible to get answers, summaries and explanations almost instantly. Do you worry that this could reduce students’ ability to sustain attention, read deeply and work through difficult material without immediate assistance?
There is certainly a risk, and students themselves recognise it. Turnitin’s research found that 64% of students are concerned that the use of AI in education may be shortcutting their learning.
Learning should not become a completely frictionless process. Researching a subject, developing a point of view, articulating ideas with evidence, editing and working through something difficult all require effort, and some of that effort is where learning happens.
Turnitin refers to this through the concept of “productive struggle.” Cognitive growth and long-term retention require students to engage with difficulty rather than having every challenge immediately removed for them.
That does not mean students should struggle without support. AI can provide guidance and feedback throughout the learning process. Turnitin Clarity’s AI Assistant, for example, is designed to prompt reflection and support students throughout their writing without generating the full response for them.
As AI becomes more capable, preserving productive struggle will become increasingly important. We want students to benefit from the support AI can provide without removing the effort involved in developing knowledge and skills.
4. Looking ahead, how do you see the role of academic integrity evolving as AI becomes embedded in writing, research and learning, and what will universities need to change over the next few years?
Academic integrity will remain fundamental, but its role is expanding as AI becomes embedded in learning.
At Turnitin, we describe this evolution through learning integrity, a proactive expansion of traditional academic integrity that places greater emphasis on the integrity of the learning process. It reflects the need to understand how students are developing their work and ensure they are developing the skills their education is intended to build.
Over the next few years, universities will need to translate this into practice. AI governance needs to provide educators with clear guidance, while recognising that responsible AI use will not look the same across every subject or assessment. Turnitin’s learning integrity framework recognises a spectrum ranging from no AI in some contexts to defined AI use cases and more open use in others.
Educators will also need greater agency over how AI is introduced into teaching and assessment. Turnitin’s latest Learning Integrity Insights found that AI decision-making is moving closer to faculty and teaching and learning leaders, while educators are asking for education-specific AI that is flexible enough to reflect how they actually teach and design assignments.
Technology therefore needs to adapt to pedagogy, rather than pedagogy adapting to the technology. This is the principle behind Turnitin Clarity’s configurable AI settings, which allow educators to determine the level and type of AI support appropriate for an individual assignment.
Over the next few years, universities will need to bring these pieces together: clear AI governance, greater educator agency, assessment practices that support learning integrity, and technology designed around the needs of teaching and learning.
Cover Story
Saudi Arabia’s tax amnesty is entering its final months
What could follow the December deadline is an assessment cycle, not a filing cycle.
By Manish Bansal, Associate Partner, Dhruva Advisors, A Ryan Affiliate, Saudi Arabia
For most of the past five years, inter-alia, one of the major topics of tax conversation in Saudi boardrooms has been e-invoicing. Are we on the Fatoora platform? Which wave are we in? Has the ERP been configured or do we go with a third-party e-invoicing solution? Will we make the deadline?
Those were the right questions for the period we have just left. They are not necessarily the right questions for the period we are entering.

On 29 June 2026, the Zakat, Tax and Customs Authority (“ZATCA”), acting on a decision of the Minister of Finance, extended the Cancellation of Fines and Exemption of Financial Penalties initiative for a further six months, running from 1 July to 31 December 2026. It covers excise tax, value added tax, real estate transaction tax, withholding tax and corporate income tax. That much has been widely reported.
Less widely noticed is a condition set out in the accompanying guideline. If the Authority extends the initiative again past December, that further extension will not reach returns that fell due after 30 June 2026.
The Authority has not simply granted more time. It has informed the market, in advance, where the relief eventually stops. Whatever is announced in December, the clean-up window for historical positions is being drawn shut. For a tax administration, that is about as clear a statement as one can give.
What the regulator already sees
The reason this matters now, rather than in some indeterminate future, is that the Authority’s information position has changed fundamentally.
Wave 24 of the e-invoicing Integration Phase closed on 30 June 2026. Announced in September 2025, it captured every taxpayer whose VAT-subject revenues exceeded SAR 375,000 in 2022, 2023 or 2024. That figure is not arbitrary: it is the mandatory VAT registration threshold. In effect, the wave brought the entire registered population into scope.
And the direction has not stopped there. On 24 July 2026 – ZATCA published the criteria for Wave 25, halving the threshold to SAR 187,500 of VAT-subject revenue in 2022, 2023, 2024 or 2025, with integration required by 1 February 2027.
Under the Integration Phase, standard business-to-business invoices are cleared by ZATCA before they reach the buyer, and simplified business-to-consumer invoices are reported within twenty-four hours. Invoices must be issued in a prescribed structured format, carrying a cryptographic stamp and a unique identifier.
The Authority is therefore no longer reliant on what appears in a filed return. It holds the underlying transactional record, in structured form, close to real time, across the whole economy.
This is the shift most finance functions have not yet absorbed. For years, the Saudi assessment process began with an information request. In an environment of structured, near-live data, it begins instead with an anomaly the system has already identified. The taxpayer’s first substantive contact with the process is not a request for documents. It is a proposition to be answered.
Key exposure areas to be mindful of
In our experience, the following key areas could be more visible and exposed to assessment risk in the Kingdom once transactional data can be cross matched against declarations.
The first is permanent establishment risk arising from project delivery. Groups routinely deploy technical staff, secondees and subcontracted specialists into Saudi projects while treating the arrangement as an offshore supply. Given that most KSA government portals are inter-linked, careful monitoring of in-Kingdom presence is critical, in particular, employees of non-resident companies undertaking fly-in/fly-out assignments in the Kingdom. It is worth noting that the current tax law has no de minimis threshold for the creation of a permanent establishment. Accordingly, even a single day of presence in the Kingdom could potentially give rise to a permanent establishment, although in practice, the ZATCA may apply a more facts-based approach when assessing whether a permanent establishment exists.
Second is related-party pricing, and here a change that took effect two years ago is still under-appreciated. Following amendments to the Transfer Pricing By-Laws, the transfer pricing provisions apply to zakat payers as well as taxpayers for financial years beginning on or after 1 January 2024, and Advance Pricing Agreements became available to both. For a Saudi family group with decades of intercompany arrangements built for operational convenience rather than for documentation, this is a material change in obligation, and one that many such groups have not yet worked through.
Lastly, needless to state that VAT audits are likely to get much more sophisticated with real time data and the data analytics and AI tools available.
What the amnesty covers, and what it does not
Many companies are counting on this window. It is worth being precise about what it covers.
The initiative covers late registration, late payment and late filing fines, penalties on the amendment or correction of a VAT return, and other financial fines imposed under Article 45 of the VAT Law, including field detection and e-invoicing violations. To benefit, a taxpayer must register where registration is required, submit the outstanding returns, and either pay the amounts due or obtain ZATCA’s approval for an instalment plan.
Two limits deserve emphasis. The initiative does not extend to penalties relating to tax evasion violations. And it operates on fines for returns falling due up to 30 June 2026.
There is also a point that no guideline states because it does not need to. The initiative waives penalties. It does not validate a technical position. A voluntary disclosure that corrects an arithmetic omission is a straightforward matter. A voluntary disclosure that reveals a contestable tax treatment is a different exercise entirely, because it puts a position on the record that will be read. The analysis must come before the filing, not after it.
Fewer than four months
For most groups, what remains to be done before 31 December is a short list. It is also, notably, not a systems exercise. The e-invoicing platforms are already built and connected. The work now is reviewing the positions those systems have been reporting all along.
Reconcile first. Take VAT/ Tax/ Zakat returns, customs declarations, withholding tax filings and audited financial statements for the open years and reconcile them against one another before ZATCA’s systems do it. Where the numbers do not tie, understand why, and document the reason contemporaneously rather than reconstructing it under assessment.
Then sort. Separate the genuine errors, which the current window is designed to resolve, from the judgement positions, which need to be assessed on their merits and defended with evidence that pre-dates the query.
Finally, treat documentation as a deliverable with a deadline. Substantiation assembled after an assessment notice arrives carries markedly less weight than substantiation prepared when the transaction occurred.
A regulator that publishes wave criteria six months ahead, that notifies taxpayers directly, that issues guidance with worked examples, and that tells the market in advance where relief will end, is behaving like the administration of a mature investment destination. That predictability is an asset for serious businesses, and it is what long-term capital looks for.
But predictability runs in both directions. The Kingdom has been clear about what it expects and when. The businesses that will move through the coming assessment cycle with least disruption are those that use the next few months to answer the questions before they are asked.
Disclaimer: This article is intended for general information only and does not constitute tax, legal, accounting or other professional advice. It reflects the tax rules in force as of the publication date, and the described regulatory landscape continues to develop. Readers should obtain professional advice appropriate to their own facts and circumstances before acting on any matter discussed.
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