<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Real-Time on Sakura Sky: Cloud, Data, Security</title><link>https://www.sakurasky.com/tags/real-time/</link><description>Recent content in Real-Time on Sakura Sky: Cloud, Data, Security</description><generator>Hugo</generator><language>en-US</language><copyright>Sakura Sky</copyright><lastBuildDate>Wed, 08 Jul 2026 00:00:00 -0400</lastBuildDate><atom:link href="https://www.sakurasky.com/tags/real-time/index.xml" rel="self" type="application/rss+xml"/><item><title>Telemetry Is Becoming the Business</title><link>https://www.sakurasky.com/blog/engineering-underneath-part-4/</link><pubDate>Wed, 08 Jul 2026 00:00:00 -0400</pubDate><guid>https://www.sakurasky.com/blog/engineering-underneath-part-4/</guid><description>&lt;style&gt;
 
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&lt;aside class="series-pull-quote shadow-sm"&gt;
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 READ MORE IN THIS SERIES
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 &lt;a href="https://www.sakurasky.com/blog/engineering-underneath-part-1/" class="nav-link-text"&gt;Part 1 - Sovereignty Versus Efficiency&lt;/a&gt;
 
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 &lt;a href="https://www.sakurasky.com/blog/engineering-underneath-part-2/" class="nav-link-text"&gt;Part 2 - Peak Load Is the Steady State&lt;/a&gt;
 
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 &lt;a href="https://www.sakurasky.com/blog/engineering-underneath-part-3/" class="nav-link-text"&gt;Part 3 - Evidence Versus Speed&lt;/a&gt;
 
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 &lt;a href="https://www.sakurasky.com/blog/engineering-underneath-part-4/" class="nav-link-text"&gt;Part 4 - Telemetry Is Becoming the Business&lt;/a&gt;
 
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 &lt;span class="nav-link-text"&gt;Part 5 - Multi-Cloud Versus Consolidation&lt;/span&gt;
 
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 &lt;span class="nav-link-text"&gt;Part 6 - Trust Is an Engineering Output&lt;/span&gt;
 
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&lt;p&gt;It started, the way these things usually do, with a maintenance problem. A quick-service restaurant chain with a few thousand sites began pulling data off the equipment in its kitchens: fridge and freezer temperatures, fryer and grill status, oven cycles, drive-thru timers, and the order and payment stream from every till, all reporting continuously from each restaurant. The first goal was narrow and sensible, to stop losing stock to a fridge that failed overnight and to stop losing lunch service to a fryer that went down at noon. It worked, so the same feeds were turned toward speed of service, which found real money in the drive-thru, and then toward labour scheduling and demand forecasting, which found more. Somewhere in that sequence the data stopped being a maintenance tool and turned into something else. By the time anyone gave it a name, the telemetry coming off the estate was arguably the most strategically valuable asset the company owned, and the finance team first learned this from a single line in a board paper. Nobody had set out to build a strategic asset. They had built a monitoring feed, and it had grown into one while no one was managing it as such.&lt;/p&gt;</description></item></channel></rss>