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	<title>Article by Werner Coetzee - Business Development Executive at Data Sciences Corporation Archives - Data Sciences Corporation</title>
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	<title>Article by Werner Coetzee - Business Development Executive at Data Sciences Corporation Archives - Data Sciences Corporation</title>
	<link>https://datasciences.co.za/category/article-by-werner-coetzee-business-development-executive-at-data-sciences-corporation/</link>
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		<title>Breaking Up with Hyperscalers: Why South African Businesses Are Taking Back Control</title>
		<link>https://datasciences.co.za/breaking-up-with-hyperscalers-why-south-african-businesses-are-taking-back-control/</link>
		
		<dc:creator><![CDATA[Daniela Osato]]></dc:creator>
		<pubDate>Mon, 25 May 2026 12:22:57 +0000</pubDate>
				<category><![CDATA[Article by Werner Coetzee - Business Development Executive at Data Sciences Corporation]]></category>
		<category><![CDATA[Blog]]></category>
		<guid isPermaLink="false">https://datasciences.co.za/?p=41954</guid>

					<description><![CDATA[<p>The post <a href="https://datasciences.co.za/breaking-up-with-hyperscalers-why-south-african-businesses-are-taking-back-control/">Breaking Up with Hyperscalers: Why South African Businesses Are Taking Back Control</a> appeared first on <a href="https://datasciences.co.za">Data Sciences Corporation</a>.</p>
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				<div class="et_pb_text_inner"><p><span style="font-weight: 400;">South African businesses are breaking up with global hyperscalers to regain control over unpredictable costs, ensure POPIA compliance, and eliminate high latency. By switching to local sovereign cloud providers like </span><a href="https://oxidecloud.co.za/"><span style="font-weight: 400;">Oxide Cloud Services</span></a><span style="font-weight: 400;"> (OCS), enterprises secure predictable, Rand-based billing and 100% local data residency, improving application performance by up to 70%.</span><span style="font-weight: 400;"></span></p>
<p><span style="font-weight: 400;"></span></p>
<h2><span style="font-weight: 400;">What are the main challenges South African enterprises face with global hyperscalers?</span></h2>
<p><span style="font-weight: 400;"></span></p>
<p><span style="font-weight: 400;">While global giants offer scale, their models often come with &#8220;strings attached&#8221; that don&#8217;t align with local market needs. The primary challenges include:</span></p>
<ul>
<li><span style="font-weight: 400;"> </span><b>Unpredictable &#8220;Bill Shock&#8221;:</b><span style="font-weight: 400;"> Pricing models are often complicated on purpose; a 2023 study showed that 38% of enterprises exceeded their cloud budgets by more than 20%.</span><span style="font-weight: 400;"><br /></span><span style="font-weight: 400;"> According to Flexera’s State of the Cloud research, &#8220;Managing cloud spend remains the top cloud challenge for organisations worldwide.” — Flexera State of the Cloud Report.</span><span style="font-weight: 400;"></span></li>
</ul>
<p><span style="font-weight: 400;"></span></p>
<ul>
<li><span style="font-weight: 400;"> </span><b>Currency Volatility:</b><span style="font-weight: 400;"> Because hyperscalers typically bill in foreign currency, South African IT budgets are at the mercy of the Rand-Dollar exchange rate.</span><span style="font-weight: 400;"></span></li>
</ul>
<p><span style="font-weight: 400;"></span></p>
<ul>
<li><span style="font-weight: 400;"> </span><b>Regulatory compliance:</b><span style="font-weight: 400;"> South African companies must comply with the Protection of Personal Information Act (POPIA). Even though hyperscalers now have local regions in South Africa, many companies still worry about data potentially leaving the country, disaster recovery site locations, and access to foreign jurisdictions.</span></li>
</ul>
<p><span style="font-weight: 400;"></span></p>
<ul>
<li><span style="font-weight: 400;"> </span><b>Connectivity, Latency, and Network Reliability:</b><span style="font-weight: 400;"> Cloud assumes high-quality connectivity, which can be challenging locally, especially due to bandwidth costs, fibre issues, latency for hybrid deployments, and any dependency on international links. As network architects often say, &#8220;Latency is not a bug—it is physics.”</span></li>
</ul>
<p><span style="font-weight: 400;"></span></p>
<ul>
<li><span style="font-weight: 400;"> </span><b>Skills Shortage and Operational Complexity:</b><span style="font-weight: 400;"> Running the cloud properly requires specialised skills like cloud architects, DevOps engineers, security engineers, and FinOps specialists for each of the hyperscale environments.</span></li>
</ul>
<p><span style="font-weight: 400;"></span></p>
<ul>
<li><span style="font-weight: 400;"> </span><b>Lack of Localised Support and Ownership:</b><span style="font-weight: 400;"> Enterprises are often forced into generic, ticket-based support models with limited access to experienced engineers who understand their environment. This results in slower resolution times, poor accountability, and a disconnect between business needs and cloud execution—especially in complex or hybrid setups.</span></li>
</ul>
<p><span style="font-weight: 400;"></span></p>
<ul>
<li><span style="font-weight: 400;"> </span><b>Lack of Control and Local-First Alignment:</b><span style="font-weight: 400;"> South African enterprises are increasingly prioritising ownership, agility, and local control. However, hyperscaler models are not designed around local-first strategies, making it difficult for organisations to fully align infrastructure with business priorities, regulatory expectations, and performance needs.</span></li>
</ul></div>
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				<div class="et_pb_text_inner"><h2><span style="font-weight: 400;">How does Oxide Cloud Services solve the &#8220;bill shock&#8221; problem?</span></h2>
<p><span style="font-weight: 400;">Oxide Cloud Services eliminates the monthly &#8220;billing roller-coaster&#8221; by providing </span><b>100% South African Rand-based billing</b><span style="font-weight: 400;">. This allows organisations to plan for significant shifts through </span><b>quarterly exchange rate adjustments</b><span style="font-weight: 400;"> rather than reacting to daily market volatility.</span></p>
<table style="border-style: solid; border-color: grey;">
<tbody>
<tr>
<td><b>Feature / Challenge</b></td>
<td><b>Global Hyperscalers</b></td>
<td><b>Oxide Cloud Services (OCS)</b></td>
</tr>
<tr>
<td><b>Pricing &amp; Bill Shock</b></td>
<td><span style="font-weight: 400;">Complex, usage-based pricing leading to unpredictable costs and budget overruns</span></td>
<td><span style="font-weight: 400;">Transparent, predictable pricing with no unexpected cost spikes</span></td>
</tr>
<tr>
<td><b>Currency Exposure</b></td>
<td><span style="font-weight: 400;">Billed in foreign currencies (USD/EUR), exposed to exchange rate volatility</span></td>
<td><span style="font-weight: 400;">100% South African Rand (ZAR) billing for financial stability</span></td>
</tr>
<tr>
<td><b>Billing Stability</b></td>
<td><span style="font-weight: 400;">Monthly fluctuations based on usage and currency shifts</span></td>
<td><span style="font-weight: 400;">Structured quarterly adjustments for better financial planning</span></td>
</tr>
<tr>
<td><b>Regulatory Compliance (POPIA)</b></td>
<td><span style="font-weight: 400;">Risk of offshore storage, foreign jurisdiction access concerns</span></td>
<td><span style="font-weight: 400;">Fully POPIA-aligned with strict local data governance</span></td>
</tr>
<tr>
<td><b>Data Residency</b></td>
<td><span style="font-weight: 400;">Often offshore or unclear hybrid data movement</span></td>
<td><span style="font-weight: 400;">100% local data residency within South Africa</span></td>
</tr>
<tr>
<td><b>Connectivity &amp; Latency</b></td>
<td><span style="font-weight: 400;">Dependent on international links, higher latency and reliability risks</span></td>
<td><span style="font-weight: 400;">Local infrastructure reducing latency and improving performance</span></td>
</tr>
<tr>
<td><b>Network Reliability</b></td>
<td><span style="font-weight: 400;">Affected by bandwidth costs, fibre issues, and international routing dependencies</span></td>
<td><span style="font-weight: 400;">Optimised for South African network conditions</span></td>
</tr>
<tr>
<td><b>Skills &amp; Operational Complexity</b></td>
<td><span style="font-weight: 400;">Requires specialised teams across multiple cloud environments</span></td>
<td><span style="font-weight: 400;">Simplified environment with local expertise and managed support</span></td>
</tr>
<tr>
<td><b>Support &amp; Ownership</b></td>
<td><span style="font-weight: 400;">Generic, ticket-based, often offshore support with limited accountability</span></td>
<td><span style="font-weight: 400;">Boutique, hands-on local support with direct access to experienced engineers</span></td>
</tr>
<tr>
<td><b>Local-First Alignment &amp; Control</b></td>
<td><span style="font-weight: 400;">Limited flexibility to support local-first strategies and ownership requirements</span></td>
<td><span style="font-weight: 400;">Built for local-first strategies with full control, agility, and alignment</span></td>
</tr>
</tbody>
</table>
<p>&nbsp;</p></div>
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				<div class="et_pb_text_inner"><h2><span style="font-weight: 400;">Why is data sovereignty critical for POPIA compliance?</span></h2>
<p><span style="font-weight: 400;">Under the </span><a href="https://popia.co.za/"><b>Protection of Personal Information Act (POPIA)</b></a><span style="font-weight: 400;">, South African companies must ensure sensitive data is stored and processed in a compliant and auditable manner. Many hyperscalers store data and metadata in offshore regions, increasing legal risk and complicating regulatory compliance. OCS is </span><b>fully hosted within South Africa’s borders</b><span style="font-weight: 400;">, ensuring that all services comply with in-country regulations.</span></p>
<h2><span style="font-weight: 400;">Does moving to a local cloud mean sacrificing performance?</span></h2>
<p><span style="font-weight: 400;">No. In fact, local infrastructure often </span><i><span style="font-weight: 400;">outperforms</span></i><span style="font-weight: 400;"> global hyperscalers for South African users.</span></p>
<p><span style="font-weight: 400;"><a href="https://oxidecloud.co.za/">Oxide Cloud Services (OCS)</a> leverages enterprise-grade infrastructure, the same class of technology that powers some of the largest private-sector organisations in the country. This is enabled through strategic partnerships with global and local leaders, including </span><b><a href="https://www.everpuredata.com/">Pure Storage</a>, <a href="https://www.supermicro.com/en/">Supermicro</a>, <a href="https://www.nvidia.com/en-us/">NVIDIA</a>, <a href="https://www.microsoft.com/en-za">Microsoft</a>, <a href="https://group.nec/global/en/about/corporate/nec/">NEC</a></b><span style="font-weight: 400;">, and leading data centre providers </span><a href="https://www.dpa.host/"><b>Digital Parks Africa</b></a><span style="font-weight: 400;"> and </span><a href="https://www.teraco.co.za/"><b>Teraco</b></a><span style="font-weight: 400;">.</span></p>
<p><span style="font-weight: 400;">OCS infrastructure is physically hosted within </span><b>Digital Parks Africa</b><span style="font-weight: 400;"> and </span><b>Teraco</b><span style="font-weight: 400;"> data centres, ensuring secure, high-performance local data storage that remains fully within South Africa.</span></p>
<p><span style="font-weight: 400;">By keeping data close to users and leveraging local interconnect ecosystems such as </span><a href="https://www.napafrica.net/"><b>NAPAfrica</b></a><span style="font-weight: 400;">, OCS significantly reduces latency and dependence on international routing. The result is faster, more reliable performance, with clients experiencing response times up to </span><b>70% faster</b><span style="font-weight: 400;"> than with traditional global cloud setups.</span></p>
<h2><span style="font-weight: 400;">What is the &#8220;Boutique Cloud&#8221; advantage?</span></h2>
<p><span style="font-weight: 400;">Taking back control means moving away from a faceless support system to a partnership. OCS offers </span><a href="https://oxidecloud.co.za/support/"><b>Boutique Cloud Support</b></a><span style="font-weight: 400;"> through </span><b>Data Sciences Corporation</b><span style="font-weight: 400;">, providing a high standard of personalised assistance that global giants cannot match. This &#8220;Data-First&#8221; approach ensures that, whether you are running legacy applications, bare-metal assets, or cloud-native microservices, your transformation aligns with your unique needs.</span></p>
<p><span style="font-weight: 400;">This matters more than most buyers expect.</span></p>
<p><span style="font-weight: 400;">“Cloud success depends more on architecture and governance than on platform selection.” — Enterprise Cloud Architecture Best Practice Guidance</span></p>
<p><span style="font-weight: 400;">Boutique support is especially valuable for:</span></p>
<ul>
<li aria-level="1">Hybrid environments</li>
<li aria-level="1">Legacy modernisation</li>
<li aria-level="1">AI and data platform builds</li>
<li aria-level="1">Regulated industry workloads</li>
<li aria-level="1">Performance-sensitive applications</li>
</ul>
<p><span style="font-size: 40px; color: #333333;">The Future of Cloud is Local-First</span></p>
<p><span style="font-weight: 400;">Major South African enterprises, including banks and insurance providers, are already re-evaluating their strategies to prioritise ownership and agility.</span></p>
<p><span style="font-weight: 400;">This shift is not about breaking up with hyperscalers—it&#8217;s about expanding beyond them. Forward-thinking organisations are adopting local sovereign cloud environments as a strategic complement, enabling greater control, compliance, and performance where it matters most.</span></p>
<p><span style="font-weight: 400;">The goal is not to burn bridges but to build a smarter, more balanced cloud strategy—one that works for your business, not the other way around.</span></p>
<p><b>Ready to own your cloud and your future?</b></p>
<ul>
<li><span style="font-weight: 400;"> </span><b>[</b><a href="https://oxidecloud.co.za/contact-us/"><b>Book a consultation with our team</b></a><b>]</b><span style="font-weight: 400;"> to explore a smarter infrastructure strategy.</span></li>
<li><span style="font-weight: 400;"> </span><b>[</b><a href="https://oxidecloud.co.za/wp-content/uploads/2025/09/OCS-data-sheet.pdf"><b>Download the OCS Overview</b></a><b>]</b><span style="font-weight: 400;"> to see how our enterprise-grade sovereign cloud can scale your business.</span></li>
</ul></div>
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<p>The post <a href="https://datasciences.co.za/breaking-up-with-hyperscalers-why-south-african-businesses-are-taking-back-control/">Breaking Up with Hyperscalers: Why South African Businesses Are Taking Back Control</a> appeared first on <a href="https://datasciences.co.za">Data Sciences Corporation</a>.</p>
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		<title>How digital twins can simplify complex IT estates</title>
		<link>https://datasciences.co.za/how-digital-twins-can-simplify-complex-it-estates/</link>
		
		<dc:creator><![CDATA[Avi Maor]]></dc:creator>
		<pubDate>Wed, 03 May 2023 15:04:54 +0000</pubDate>
				<category><![CDATA[Article]]></category>
		<category><![CDATA[Article by Werner Coetzee - Business Development Executive at Data Sciences Corporation]]></category>
		<guid isPermaLink="false">https://datasciences.co.za/?p=40188</guid>

					<description><![CDATA[<p>Digital twins feel thoroughly futuristic. The concept conjures virtual copies of advanced aircraft engines, cutting-edge manufacturing plants or tomorrow's smart cities.</p>
<p>The post <a href="https://datasciences.co.za/how-digital-twins-can-simplify-complex-it-estates/">How digital twins can simplify complex IT estates</a> appeared first on <a href="https://datasciences.co.za">Data Sciences Corporation</a>.</p>
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				<div class="et_pb_text_inner"><p><span class="itw-dropcap">D</span>igital twins feel thoroughly futuristic. The concept conjures virtual copies of advanced aircraft engines, cutting-edge manufacturing plants or tomorrow&#8217;s smart cities.</p>
<p>The digital twin is a living and evolving copy of tangible assets. Yet thanks to advances in the underlying technologies and more accessible computing resources, we can apply digital twins to a wider range of use cases, such as managing IT estates.</p>
<p>The sprawling and complicated layers of today&#8217;s physical technology infrastructure are a perfect opportunity for digital twins to show what they can deliver today.</p>
<p>&#8220;Every IT manager wishes they had a crystal ball,&#8221; says Werner Coetzee, Business Development Executive at Data Sciences Corporation. &#8220;IT systems are complicated, with a lot of variables. You can monitor things in real-time, have historic reports and pull all those things together. But it&#8217;s very, very difficult to spread that across multiple technologies and get cohesiveness. Digital twins work very well for such complex environments.&#8221;</p></div>
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				<div class="et_pb_text_inner"><p>Digital twins are helping IT teams understand the sprawling architecture that power today&#8217;s technological world, such as servers, networks and their appliances.</p>
<p>This idea has gained significant traction in the cyber security world. As companies started using digital twins to model systems such as server farms and cloud implementations, security teams are using these simulations to test security changes. While we visualise a digital twin as a copy of a specific piece of equipment, it can represent more sprawling assets, such as networks, servers and even cloud deployments.</p>
<p>At the entry level, digital twins are handy for monitoring and they are starting to prove themselves for more complex uses, says Coetzee: <span>&#8220;Teams already document much of an estate, but that ends up in spreadsheets and manuals. Digital twins are becoming the living, breathing version of that process that can mature to do even more. They are helping IT teams with preventative measures; not just maintenance, but also security, efficiencies and such.&#8221;</span></p>
<p>It can be relatively easy to copy software environments for testing purposes. But duplicating hardware estates is an entirely different matter – a long-standing problem for IT managers and architects. Digital twins offer a solution, and the standard modern enterprise already has several foundation blocks to create virtual copies of their physical systems.</p></div>
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				<div class="et_pb_text_inner"><p>A digital twin for IT estates is not an obscure idea, so why don&#8217;t we hear more about it? Blame the hype behind digital twins, which sound very futuristic and unattainable to most enterprises. But we have it wrong, says Coetzee: <span>&#8220;There&#8217;s the preconception that a digital twin is only a digital twin once it&#8217;s fully autonomous, running simulations and feeding data back into the system, giving us predictable areas and stuff like that. That is the future goal, but that isn&#8217;t where they start. There are several maturity stages for digital twins.&#8221;</span></p>
<p>Level one is a descriptive representation of the asset, such as a network. Companies already have performance and schematic data for such assets, which a level one digital twin brings together in a visual representation. Level two is more informative, adding sensory and operational data to establish an evolving copy of the asset in real-time. Level three starts to deliver predictive qualities and insights, and level four is the final stage of high-level automation and what some dub the &#8220;frictionless enterprise&#8221;.</p>
<p>Many large organisations have the capacity to realise stages one and two, says Coetzee: &#8220;They might actually already be utilising some form of digital twin concept within their organisation, especially in the IT field. They can get the fundamentals in place and then start maturing those levels so that those insights can become a more fundamental part of organisational decision-making.&#8221;</p></div>
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					<h1 class="dsm-gradient-text et_pb_module_header">Get real value</h1>
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				<div class="et_pb_text_inner"><p>Where should companies start this process? Digital twins require some infrastructure and skills investments. Coetzee cautions against a big bang approach. They should focus on specific use cases where they can clearly define the value they expect.</p>
<p>Digital twins can deliver fantastic value through clarity and reduced risk, but &#8220;before you make any investment, really understand the reason why you&#8217;re doing this and the type of value that you want to show the organisation. It could be a system, processes, specific assets. All that is possible.&#8221;</p>
<p>When we hear about digital twins, we think of large industrial plants or maintaining heavy machinery. Yet they are incredibly well-suited to grasp, study and test the challenges and opportunities of a complex IT environment – and enterprises already have the data to make their first moves towards this capability.<span class="itw-the-end"></span></p></div>
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<p>The post <a href="https://datasciences.co.za/how-digital-twins-can-simplify-complex-it-estates/">How digital twins can simplify complex IT estates</a> appeared first on <a href="https://datasciences.co.za">Data Sciences Corporation</a>.</p>
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