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    <title>DEV Community: El pomberito 2.0</title>
    <description>The latest articles on DEV Community by El pomberito 2.0 (@2pomberito).</description>
    <link>https://dev.to/2pomberito</link>
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      <title>DEV Community: El pomberito 2.0</title>
      <link>https://dev.to/2pomberito</link>
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    <item>
      <title>I built an AI that analyzes lease agreements before you sign (and finds hidden fees).</title>
      <dc:creator>El pomberito 2.0</dc:creator>
      <pubDate>Mon, 20 Apr 2026 13:44:45 +0000</pubDate>
      <link>https://dev.to/2pomberito/i-built-an-ai-that-analyzes-lease-agreements-before-you-sign-and-finds-hidden-fees-4nlf</link>
      <guid>https://dev.to/2pomberito/i-built-an-ai-that-analyzes-lease-agreements-before-you-sign-and-finds-hidden-fees-4nlf</guid>
      <description>&lt;p&gt;Most people don’t read their lease agreements.&lt;/p&gt;

&lt;p&gt;And even if they try… they don’t really understand them.&lt;/p&gt;

&lt;p&gt;I realized this after almost signing a rental contract in the U.S. that looked completely fine — until I actually took the time to read it carefully.&lt;/p&gt;

&lt;p&gt;What I found?&lt;/p&gt;

&lt;p&gt;Hidden fees&lt;br&gt;
Ambiguous clauses&lt;br&gt;
Penalties buried in legal jargon&lt;/p&gt;

&lt;p&gt;That’s when I thought:&lt;/p&gt;

&lt;p&gt;👉 Why isn’t there a tool that just explains this in plain English?&lt;/p&gt;

&lt;p&gt;So I built one.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fevoqj2hec4sa0z948xmj.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fevoqj2hec4sa0z948xmj.png" alt=" " width="800" height="648"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;🚨 The problem with lease agreements&lt;/p&gt;

&lt;p&gt;Lease contracts are not written for tenants.&lt;/p&gt;

&lt;p&gt;They are written:&lt;/p&gt;

&lt;p&gt;by lawyers&lt;br&gt;
for landlords&lt;br&gt;
in complex legal language&lt;/p&gt;

&lt;p&gt;And most people:&lt;/p&gt;

&lt;p&gt;skim them&lt;br&gt;
trust the process&lt;br&gt;
sign quickly&lt;/p&gt;

&lt;p&gt;This creates a huge imbalance.&lt;/p&gt;

&lt;p&gt;⚠️ Common issues people miss&lt;/p&gt;

&lt;p&gt;Here are a few real examples I found while analyzing leases:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Automatic renewal clauses&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;If you don’t notify in advance, your lease renews automatically.&lt;/p&gt;

&lt;p&gt;Sometimes under worse conditions.&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Early termination penalties&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;Leaving early can cost:&lt;/p&gt;

&lt;p&gt;2–3 months of rent&lt;br&gt;
or even the full remaining lease&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Hidden fees&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;These are often buried:&lt;/p&gt;

&lt;p&gt;maintenance fees&lt;br&gt;
administrative fees&lt;br&gt;
cleaning charges&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Vague legal wording&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;Clauses that are intentionally unclear…&lt;/p&gt;

&lt;p&gt;And guess who benefits from that ambiguity.&lt;/p&gt;

&lt;p&gt;🤖 Building the solution&lt;/p&gt;

&lt;p&gt;I wanted something simple:&lt;/p&gt;

&lt;p&gt;👉 Upload a lease → get a clear explanation of risks&lt;/p&gt;

&lt;p&gt;So I built an AI-powered lease analyzer.&lt;/p&gt;

&lt;p&gt;Core idea:&lt;br&gt;
Extract text from the document (PDFs, even scanned ones)&lt;br&gt;
Process it with AI&lt;br&gt;
Detect risky patterns&lt;br&gt;
Translate legal language into plain English&lt;br&gt;
🧠 Key technical challenges&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Handling messy PDFs&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;Lease documents are often:&lt;/p&gt;

&lt;p&gt;poorly formatted&lt;br&gt;
scanned images&lt;br&gt;
inconsistent structure&lt;/p&gt;

&lt;p&gt;Solution:&lt;/p&gt;

&lt;p&gt;OCR for scanned documents&lt;br&gt;
chunking large files&lt;br&gt;
context-aware parsing&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Context understanding&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;Contracts are not just text — they’re relationships.&lt;/p&gt;

&lt;p&gt;Example:&lt;/p&gt;

&lt;p&gt;A clause may reference another clause 10 pages later.&lt;/p&gt;

&lt;p&gt;Solution:&lt;/p&gt;

&lt;p&gt;semantic grouping&lt;br&gt;
cross-reference linking&lt;br&gt;
structured extraction&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Long context limits&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;Leases can be 20–50 pages.&lt;/p&gt;

&lt;p&gt;Solution:&lt;/p&gt;

&lt;p&gt;chunking + summarization&lt;br&gt;
hierarchical analysis&lt;br&gt;
merging outputs into a final report&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Making it actually useful&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;Not just “AI output”.&lt;/p&gt;

&lt;p&gt;Users need:&lt;/p&gt;

&lt;p&gt;clear risks&lt;br&gt;
simple explanations&lt;br&gt;
actionable insights&lt;/p&gt;

&lt;p&gt;So instead of generic summaries, the output includes:&lt;/p&gt;

&lt;p&gt;risk flags&lt;br&gt;
highlighted clauses&lt;br&gt;
explanations in plain English&lt;br&gt;
🚀 The result: GoLeazly&lt;/p&gt;

&lt;p&gt;I ended up building:&lt;/p&gt;

&lt;p&gt;👉 &lt;a href="https://www.goleazly.com" rel="noopener noreferrer"&gt;https://www.goleazly.com&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Foi2mb76za5xjk5mph9ec.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Foi2mb76za5xjk5mph9ec.png" alt=" " width="800" height="450"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;It lets you:&lt;/p&gt;

&lt;p&gt;Upload your lease&lt;br&gt;
Detect hidden fees&lt;br&gt;
Identify risky clauses&lt;br&gt;
Get a lease risk score&lt;br&gt;
Understand everything before signing&lt;br&gt;
💡 Why this matters&lt;/p&gt;

&lt;p&gt;A lease is one of the most expensive things people sign.&lt;/p&gt;

&lt;p&gt;Yet it’s one of the least understood.&lt;/p&gt;

&lt;p&gt;Spending a few minutes analyzing it can literally save:&lt;/p&gt;

&lt;p&gt;💸 Thousands of dollars&lt;br&gt;
💸 Legal issues&lt;br&gt;
💸 Stress&lt;/p&gt;

&lt;p&gt;🔮 What’s next&lt;/p&gt;

&lt;p&gt;I’m currently working on:&lt;/p&gt;

&lt;p&gt;State-specific legal insights&lt;br&gt;
Negotiation suggestions&lt;br&gt;
Better detection of edge-case clauses&lt;br&gt;
👀 Final thought&lt;/p&gt;

&lt;p&gt;Before this, people had two options:&lt;/p&gt;

&lt;p&gt;read everything (and struggle)&lt;br&gt;
or sign blindly&lt;/p&gt;

&lt;p&gt;Now there’s a third:&lt;/p&gt;

&lt;p&gt;👉 Use AI to understand what you’re signing.&lt;/p&gt;

&lt;p&gt;If you’ve ever signed a lease without reading it fully… you’re not alone.&lt;/p&gt;

&lt;p&gt;But now you don’t have to.&lt;/p&gt;

&lt;p&gt;🔗 Try it&lt;/p&gt;

&lt;p&gt;👉 &lt;a href="https://www.goleazly.com" rel="noopener noreferrer"&gt;https://www.goleazly.com&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fztqp9kxnycc3fstyqfzb.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fztqp9kxnycc3fstyqfzb.png" alt=" " width="800" height="450"&gt;&lt;/a&gt;&lt;/p&gt;

</description>
      <category>lease</category>
      <category>property</category>
      <category>rental</category>
      <category>ai</category>
    </item>
    <item>
      <title>I Analyzed 100 Rental Leases Using AI — Here’s What I Found</title>
      <dc:creator>El pomberito 2.0</dc:creator>
      <pubDate>Thu, 09 Apr 2026 18:20:10 +0000</pubDate>
      <link>https://dev.to/2pomberito/i-analyzed-100-rental-leases-using-ai-heres-what-i-found-4coh</link>
      <guid>https://dev.to/2pomberito/i-analyzed-100-rental-leases-using-ai-heres-what-i-found-4coh</guid>
      <description>&lt;p&gt;Most people don’t fully read their lease agreements.&lt;/p&gt;

&lt;p&gt;Not because they don’t want to — but because they’re hard to understand.&lt;/p&gt;

&lt;p&gt;So I decided to test something:&lt;/p&gt;

&lt;p&gt;👉 What if we analyze leases using AI?&lt;/p&gt;

&lt;p&gt;Over the past few weeks, I ran around 100 rental lease agreements from different U.S. states through an analysis system.&lt;/p&gt;

&lt;p&gt;The results were surprisingly consistent.&lt;/p&gt;

&lt;p&gt;Common Patterns Across Leases&lt;/p&gt;

&lt;p&gt;Here’s what kept showing up:&lt;/p&gt;

&lt;p&gt;Hidden or poorly explained fees&lt;br&gt;
Clauses allowing landlords to change certain conditions&lt;br&gt;
Automatic renewal terms buried deep in the contract&lt;br&gt;
Early termination penalties that can cost thousands&lt;/p&gt;

&lt;p&gt;None of these are necessarily illegal.&lt;/p&gt;

&lt;p&gt;But they are very easy to miss.&lt;/p&gt;

&lt;p&gt;The Real Problem&lt;/p&gt;

&lt;p&gt;Lease agreements are:&lt;/p&gt;

&lt;p&gt;long (often 30–50 pages)&lt;br&gt;
written in legal language&lt;br&gt;
not designed for clarity&lt;/p&gt;

&lt;p&gt;This creates a gap between what people sign and what they actually understand.&lt;/p&gt;

&lt;p&gt;Why AI Makes Sense Here&lt;/p&gt;

&lt;p&gt;Natural Language Processing (NLP) can:&lt;/p&gt;

&lt;p&gt;extract key clauses&lt;br&gt;
simplify legal language&lt;br&gt;
highlight potential risks&lt;br&gt;
provide contextual understanding&lt;/p&gt;

&lt;p&gt;Especially when combined with:&lt;br&gt;
👉 state-specific knowledge&lt;/p&gt;

&lt;p&gt;What I Built&lt;/p&gt;

&lt;p&gt;To explore this further, I built a small tool called GoLeazly.&lt;/p&gt;

&lt;p&gt;It allows users to:&lt;/p&gt;

&lt;p&gt;upload a lease&lt;br&gt;
get a risk score&lt;br&gt;
identify clauses worth reviewing&lt;br&gt;
understand the contract in plain English&lt;/p&gt;

&lt;p&gt;The goal isn’t to replace legal advice —&lt;br&gt;
but to help people understand what they’re signing.&lt;/p&gt;

&lt;p&gt;👉 &lt;a href="https://www.goleazly.com" rel="noopener noreferrer"&gt;&lt;/a&gt;&lt;br&gt;
Key Insight&lt;/p&gt;

&lt;p&gt;Most renters aren’t careless.&lt;/p&gt;

&lt;p&gt;They just don’t know what to look for.&lt;/p&gt;

&lt;p&gt;Question&lt;/p&gt;

&lt;p&gt;How do you usually review a lease before signing?&lt;br&gt;
Do you read everything — or just trust it’s standard?&lt;/p&gt;

</description>
      <category>ai</category>
      <category>machinelearning</category>
      <category>startup</category>
      <category>legaltech</category>
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