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    <title>Forem: stringztech</title>
    <description>The latest articles on Forem by stringztech (@stringztech).</description>
    <link>https://forem.com/stringztech</link>
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      <title>Forem: stringztech</title>
      <link>https://forem.com/stringztech</link>
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      <title>How I Built an AI Towed Car Finder That Searches 200+ Impound Lots Instantly</title>
      <dc:creator>stringztech</dc:creator>
      <pubDate>Fri, 20 Feb 2026 20:52:58 +0000</pubDate>
      <link>https://forem.com/stringztech/how-i-built-an-ai-towed-car-finder-that-searches-200-impound-lots-instantly-i3k</link>
      <guid>https://forem.com/stringztech/how-i-built-an-ai-towed-car-finder-that-searches-200-impound-lots-instantly-i3k</guid>
      <description>&lt;h2&gt;
  
  
  It Started at 2am in Austin
&lt;/h2&gt;

&lt;p&gt;Picture this: It's 2am on a Saturday in Austin, Texas. I walk out of a venue on 6th Street and my car is just... gone.&lt;/p&gt;

&lt;p&gt;No sign. No warning. Just an empty parking spot and that sinking feeling in your stomach.&lt;/p&gt;

&lt;p&gt;What followed was three hours of pure frustration. I called Austin's tow hotline — busy. I Googled "where is my towed car Austin" and got a city website that looked like it was built in 2003. I called three different impound lots. One didn't pick up. One said they don't have a search. The third told me to call back during business hours.&lt;/p&gt;

&lt;p&gt;At 5am, sleep-deprived and furious, I finally found my car at a lot on the south side of town. $285 to get it back. And as I drove home, the engineer in me couldn't stop thinking: &lt;em&gt;why is this so absurdly hard?&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;I'm Oretayo Fatokun — AI engineer at Microsoft and founder of &lt;a href="https://stringztechnologies.com" rel="noopener noreferrer"&gt;Stringz Technologies&lt;/a&gt;. That night in Austin was the moment &lt;a href="https://towji.com" rel="noopener noreferrer"&gt;TowJI&lt;/a&gt; was born — a company I co-founded with Hicham Messaoudi, our CTO, who runs &lt;a href="https://nextis-ai.com" rel="noopener noreferrer"&gt;Nextis AI&lt;/a&gt;.&lt;/p&gt;

&lt;h2&gt;
  
  
  The Problem is Worse Than You Think
&lt;/h2&gt;

&lt;p&gt;Here's what I discovered when I started researching:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Every city runs its own system.&lt;/strong&gt; Chicago has an online lookup tool. Austin has a different one. NYC splits it across multiple agencies. Some cities have nothing online at all.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;~9 million vehicles get towed annually in the US.&lt;/strong&gt; That's roughly one every 3.5 seconds.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;The average person spends 2-4 hours finding their towed car.&lt;/strong&gt; Calling around, navigating broken city websites, sitting on hold.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Towing fees increase daily.&lt;/strong&gt; In most cities, every 24 hours your car sits in the lot adds $20-50 in storage fees. Time literally costs money.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;I wrote more about the cost side of things in our &lt;a href="https://towji.com/blog/towing-costs-2026" rel="noopener noreferrer"&gt;2026 towing costs breakdown&lt;/a&gt;, but the short version: getting towed is expensive, and every hour you waste searching makes it worse.&lt;/p&gt;

&lt;h2&gt;
  
  
  What TowJI Does
&lt;/h2&gt;

&lt;p&gt;The core idea is simple: &lt;strong&gt;one search, every lot.&lt;/strong&gt; You type in your vehicle info, and &lt;a href="https://towji.com" rel="noopener noreferrer"&gt;TowJI&lt;/a&gt; searches 200+ impound lots across major US cities and tells you where your car is.&lt;/p&gt;

&lt;p&gt;No calling around. No navigating five different city websites. Just an answer.&lt;/p&gt;

&lt;p&gt;We cover major metros like &lt;a href="https://towji.com/austin" rel="noopener noreferrer"&gt;Austin&lt;/a&gt;, &lt;a href="https://towji.com/chicago" rel="noopener noreferrer"&gt;Chicago&lt;/a&gt;, Houston, Los Angeles, New York City, Philadelphia, San Francisco, and more — with new cities being added regularly.&lt;/p&gt;

&lt;p&gt;Each city page also includes local towing rules, fee breakdowns, impound lot directories, and emergency numbers — so even if you don't run a search, the page is useful.&lt;/p&gt;

&lt;h2&gt;
  
  
  The Hard Part Nobody Sees
&lt;/h2&gt;

&lt;p&gt;Building this was far more complex than it looks. I'll be honest — what's under the hood is something we spent a very long time getting right, and it's not something I can really talk about.&lt;/p&gt;

&lt;p&gt;What I can say is that the towing industry in the US is incredibly fragmented. There's no central system. There's no standard. And somehow, TowJI makes it feel like there is.&lt;/p&gt;

&lt;p&gt;The result: sub-second search times and over 90% match accuracy when a license plate is provided.&lt;/p&gt;

&lt;p&gt;How? That's the part we're keeping to ourselves.&lt;/p&gt;

&lt;h2&gt;
  
  
  Growing Pains
&lt;/h2&gt;

&lt;p&gt;When we launched, we covered a handful of cities. Not very useful if you're in Philadelphia. Growing coverage was a chicken-and-egg problem — we needed users to justify the effort, but we needed coverage to get users.&lt;/p&gt;

&lt;p&gt;We focused on the top US metros first. Turns out the top 15 by population covered about 60% of all tow searches. That got us to critical mass.&lt;/p&gt;

&lt;h2&gt;
  
  
  Results and What I Learned
&lt;/h2&gt;

&lt;p&gt;Six months after launch:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;200+ impound lots&lt;/strong&gt; covered across major US cities&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Average search time: 11 seconds&lt;/strong&gt; (down from the 2-4 hour average of calling around)&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Thousands of searches per month&lt;/strong&gt; and growing&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;93% match accuracy&lt;/strong&gt; when license plate is provided; ~78% on make/model/color alone&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;The most rewarding part? The emails. People writing in at 3am saying "I just found my car in 10 seconds, thank you." That Austin experience I had — I've prevented it for thousands of other people.&lt;/p&gt;

&lt;h2&gt;
  
  
  What's Next
&lt;/h2&gt;

&lt;p&gt;I'm working on a few things:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Proactive alerts:&lt;/strong&gt; Opt-in notifications if your plate shows up in our system&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;More cities:&lt;/strong&gt; Expanding beyond the US eventually&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Tow prevention:&lt;/strong&gt; Warning people about high-risk parking areas before they get towed&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  Try It
&lt;/h2&gt;

&lt;p&gt;If you or anyone you know gets towed, check &lt;a href="https://towji.com" rel="noopener noreferrer"&gt;TowJI&lt;/a&gt; before spending hours on the phone. It takes about 10 seconds.&lt;/p&gt;

&lt;p&gt;You can read more about why I built it on our &lt;a href="https://towji.com/about" rel="noopener noreferrer"&gt;About page&lt;/a&gt;, or check out the city-specific pages for &lt;a href="https://towji.com/austin" rel="noopener noreferrer"&gt;Austin&lt;/a&gt;, &lt;a href="https://towji.com/chicago" rel="noopener noreferrer"&gt;Chicago&lt;/a&gt;, and more.&lt;/p&gt;

&lt;p&gt;And if you're interested in the other stuff I'm building at &lt;a href="https://stringztechnologies.com" rel="noopener noreferrer"&gt;Stringz Technologies&lt;/a&gt;, come say hi.&lt;/p&gt;




&lt;p&gt;&lt;em&gt;Got towed? Don't panic. Search first → &lt;a href="https://towji.com" rel="noopener noreferrer"&gt;towji.com&lt;/a&gt;&lt;/em&gt;&lt;/p&gt;

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      <category>startup</category>
      <category>ai</category>
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