<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:content="http://purl.org/rss/1.0/modules/content/"><channel><title>Predictive Maintenance on ErrorZap</title><link>https://errorzap.com/tags/predictive-maintenance/</link><description>Recent content in Predictive Maintenance on ErrorZap</description><image><title>ErrorZap</title><url>https://errorzap.com/og.png</url><link>https://errorzap.com/og.png</link></image><generator>Hugo</generator><language>en-US</language><copyright>ErrorZap</copyright><lastBuildDate>Sat, 26 Sep 2026 17:06:00 -0600</lastBuildDate><atom:link href="https://errorzap.com/tags/predictive-maintenance/index.xml" rel="self" type="application/rss+xml"/><item><title>Your Elevator Is Online Now</title><link>https://errorzap.com/elevators/cloud/</link><pubDate>Sat, 26 Sep 2026 17:06:00 -0600</pubDate><guid>https://errorzap.com/elevators/cloud/</guid><description>Elevators now stream door cycles, vibration, and fault codes to cloud platforms that predict failures before they happen. How the big four do it, what the dashboards show, robots calling cars through APIs, and the honest cybersecurity picture.</description><content:encoded><![CDATA[<div class="ez-dossier-lede"><span>ELEVATORS · FLOOR 06 · THE CLOUD</span><p>Somewhere there's a dashboard that knew your office elevator's door was getting sticky before anyone in the building noticed.</p></div>
<h2 id="the-short-version">The short version</h2>
<ul>
<li>All the big makers sell <strong>connected service</strong>: an edge gateway reads the controller and sensors and streams data to the maker&rsquo;s cloud.</li>
<li>The pitch is <strong>predictive maintenance</strong>: catch a door that&rsquo;s slowing down or a brake switch that&rsquo;s drifting before it strands someone.</li>
<li>Elevators also expose <strong>APIs</strong> now, so delivery robots and building apps can call cars.</li>
<li>The core safety systems still work <strong>locally</strong>. If the cloud goes down, the car should lose features, not safety.</li>
<li>We couldn&rsquo;t find a publicly documented ransomware attack that stopped passenger elevators. Security folks still treat these gateways as <strong>operational technology</strong> that belongs on its own segmented network.</li>
</ul>
<h2 id="the-big-fours-platforms">The big four&rsquo;s platforms</h2>
<ul>
<li><strong>Otis ONE.</strong> Launched in 2019 as Otis&rsquo;s IoT service platform. It combines
decades of remote elevator monitoring with cloud analytics and machine
learning, and gives building owners a live view of their equipment. Otis has
talked publicly about a cloud data lake taking in data from controllers,
drives, and doors across its fleet.</li>
<li><strong>KONE 24/7 Connected Services.</strong> Built with IBM&rsquo;s Watson IoT platform after a
2016 partnership. KONE and IBM material describes monitoring hundreds of
parameters per unit across a very large connected fleet.</li>
<li><strong>Schindler Ahead.</strong> An on-site gateway called the <strong>Ahead Cube</strong> connects the
elevator, with a technical operations center and apps on top. Schindler says
it can push updates to the gateway&rsquo;s apps over the air, which is a different
thing from updating the safety-rated controller firmware.</li>
<li><strong>TK Elevator MAX.</strong> A cloud predictive-maintenance platform running on
Microsoft Azure. TK Elevator cites well over 100,000 connected units and
claims large cuts in downtime and breakdowns. Those are the company&rsquo;s own
numbers.</li>
</ul>

<figure class="el-yt">
  <button type="button" class="el-yt-play" data-yt="_cpOYy4ji9g" aria-label="Play video: Digital transformation and predictive maintenance at Otis">
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    <span class="el-yt-btn" aria-hidden="true">▶</span>
  </button>
  <figcaption><b>Digital transformation and predictive maintenance at Otis</b><span>CXOTalk #767</span><small>Otis&rsquo;s digital leadership on how they collect data from controllers, drives, and doors, and what they do with it.</small>
    <a href="https://www.youtube.com/watch?v=_cpOYy4ji9g" rel="noopener" target="_blank">Watch on YouTube ↗</a></figcaption>
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<h2 id="what-the-sensors-actually-watch">What the sensors actually watch</h2>
<p>Past the controller&rsquo;s own fault codes, connected elevators track things like
<strong>door cycles and door timing</strong> (doors open and close hundreds of times a day,
so they wear fast), trip counts, motor and bearing temperature, machine vibration, brake
switch timing, and in some systems rope or belt condition. A door that takes a
little longer to close each week is exactly the kind of drift a model can flag
before it turns into a stuck car on a Friday night.</p>
<h2 id="robots-take-the-elevator">Robots take the elevator</h2>
<p>Once an elevator has an API, it doesn&rsquo;t care whether a human or a robot is
calling it. Otis markets robot integration through its dispatch system, and
Schindler publishes a REST-style integration API that supports robots and
credentials like QR codes, faces, and phones. Hotel and hospital delivery robots
that ride elevators by themselves already work this way. Some of them just push
the buttons with an arm.</p>
<h2 id="the-honest-security-picture">The honest security picture</h2>
<p>Here&rsquo;s what we could and couldn&rsquo;t find:</p>
<ul>
<li><strong>Safety stays local.</strong> The safety chain, governor, and brakes don&rsquo;t depend on
the network (Floor 2). A cloud outage should degrade monitoring and fancy
dispatch features, not make a car unsafe.</li>
<li><strong>Lots of the installed base is offline</strong>, or reaches its maker only through
a modem or VPN. We didn&rsquo;t find a reliable public count of how many US elevators
are connected.</li>
<li><strong>No confirmed public case</strong> of ransomware shutting down passenger elevators
at a major maker turned up. The closest public material is training and
research. The DFRWS 2023 forensics challenge, &ldquo;Troubled Elevator,&rdquo; was built
around a malfunctioning bank elevator controller with network captures and
memory dumps to analyze.</li>
<li><strong>The advice from the industry</strong> is the same as for any operational
technology: authenticate remote sessions, keep the elevator gateway off the
general office network, and never expose controller engineering ports to
the internet.</li>
</ul>
<div class="el-callout teal"><b>For the IT person in the building</b><p>If your building has connected elevators, ask the maintenance company three things. What network is the gateway on? Does it phone home over the building's internet or its own cellular link? Who patches it? The answer to the last one is often "not you," and that's worth knowing before something else on that network needs fixing.</p></div>
<h2 id="sources">Sources</h2>
<ol class="ez-sources">
<li><a href="https://www.prnewswire.com/news-releases/otis-launches-otis-one-iot-service-solution-for-the-worlds-largest-elevator-service-network-300643104.html">PR Newswire: Otis launches Otis ONE (2019)</a></li>
<li><a href="https://www.otis.com/en/us/products-services/otis-signature-service/otis-one">Otis: Otis ONE</a></li>
<li><a href="https://www.altoros.com/blog/kone-monitors-1-1m-elevators-and-escalators-with-ibm-bluemix-and-watson-iot/">Altoros: KONE and IBM Watson IoT</a></li>
<li><a href="https://www.schindler.com/en/services/digital.html">Schindler: digital services and Ahead</a></li>
<li><a href="https://www.tkelevator.com/us-en/service/max-digital-services/">TK Elevator: MAX</a></li>
<li><a href="https://www.schindler.co.th/content/dam/website/jsg/docs/schindler-built-in-api.pdf/_jcr_content/renditions/original./schindler-built-in-api.pdf">Schindler: BuilT-In integration API (PDF)</a></li>
<li><a href="https://dfrws.org/dfrws-2023-challenge/">DFRWS 2023 forensic challenge: Troubled Elevator</a></li>
<li><a href="https://www.kebamerica.com/blog/remote-monitoring-for-elevators">KEB America: remote monitoring for elevators</a></li>
</ol>
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