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    <title>Forem: El pomberito 2.0</title>
    <description>The latest articles on Forem by El pomberito 2.0 (@2pomberito).</description>
    <link>https://forem.com/2pomberito</link>
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      <title>Forem: El pomberito 2.0</title>
      <link>https://forem.com/2pomberito</link>
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    <item>
      <title>I built a tool that analyzes lease agreements before you sign them</title>
      <dc:creator>El pomberito 2.0</dc:creator>
      <pubDate>Wed, 06 May 2026 19:29:44 +0000</pubDate>
      <link>https://forem.com/2pomberito/i-built-a-tool-that-analyzes-lease-agreements-before-you-sign-them-758</link>
      <guid>https://forem.com/2pomberito/i-built-a-tool-that-analyzes-lease-agreements-before-you-sign-them-758</guid>
      <description>&lt;p&gt;If you’ve ever rented an apartment in the US, you probably know the feeling.&lt;/p&gt;

&lt;p&gt;You receive the lease.&lt;br&gt;
You open the PDF.&lt;br&gt;
You scroll through 30+ pages of legal text…&lt;/p&gt;

&lt;p&gt;…and eventually think:&lt;/p&gt;

&lt;p&gt;“Looks standard enough.”&lt;/p&gt;

&lt;p&gt;That assumption can become very expensive.&lt;/p&gt;

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

&lt;p&gt;Most lease contracts are:&lt;/p&gt;

&lt;p&gt;long&lt;br&gt;
hard to read&lt;br&gt;
full of legal language&lt;br&gt;
inconsistent in structure&lt;/p&gt;

&lt;p&gt;And the important parts are rarely obvious.&lt;/p&gt;

&lt;p&gt;Things like:&lt;/p&gt;

&lt;p&gt;hidden fees&lt;br&gt;
automatic renewal clauses&lt;br&gt;
early termination penalties&lt;br&gt;
vague wording that only matters later&lt;/p&gt;

&lt;p&gt;are usually buried deep inside the document.&lt;/p&gt;

&lt;p&gt;💡 The idea behind GoLeazly&lt;/p&gt;

&lt;p&gt;After seeing how easy it is to miss important details in rental agreements, I decided to build something simple:&lt;/p&gt;

&lt;p&gt;👉 Upload your lease&lt;br&gt;
👉 Let AI analyze it&lt;br&gt;
👉 Get a structured breakdown of what actually matters&lt;/p&gt;

&lt;p&gt;That’s how GoLeazly was born.&lt;/p&gt;

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

&lt;p&gt;🚀 What the tool does&lt;/p&gt;

&lt;p&gt;GoLeazly analyzes residential lease agreements in the US and highlights:&lt;/p&gt;

&lt;p&gt;risky clauses&lt;br&gt;
potential hidden costs&lt;br&gt;
important conditions&lt;br&gt;
key dates and obligations&lt;/p&gt;

&lt;p&gt;Instead of reading pages of legal text, users get:&lt;/p&gt;

&lt;p&gt;a simplified summary&lt;br&gt;
a lease risk score&lt;br&gt;
explanations in plain English&lt;/p&gt;

&lt;p&gt;The goal isn’t to replace legal advice.&lt;/p&gt;

&lt;p&gt;The goal is to help people better understand what they’re signing before committing.&lt;/p&gt;

&lt;p&gt;⚙️ The technical challenges&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Real-world PDFs are messy&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;Not every lease is a clean digital document.&lt;/p&gt;

&lt;p&gt;Some are:&lt;/p&gt;

&lt;p&gt;scanned PDFs&lt;br&gt;
poorly formatted&lt;br&gt;
inconsistent across states&lt;br&gt;
broken into multiple sections&lt;/p&gt;

&lt;p&gt;So extraction became a bigger challenge than expected.&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Extracting text ≠ understanding meaning&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;Finding words is easy.&lt;/p&gt;

&lt;p&gt;Understanding:&lt;/p&gt;

&lt;p&gt;what’s actually risky&lt;br&gt;
what’s standard&lt;br&gt;
what could impact the tenant financially&lt;/p&gt;

&lt;p&gt;…is much harder.&lt;/p&gt;

&lt;p&gt;A generic AI summary wasn’t enough.&lt;/p&gt;

&lt;p&gt;The output needed structure and prioritization.&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Long-context handling&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;Many leases are 20–50 pages long.&lt;/p&gt;

&lt;p&gt;That required:&lt;/p&gt;

&lt;p&gt;chunking strategies&lt;br&gt;
contextual grouping&lt;br&gt;
merging outputs into a readable report&lt;/p&gt;

&lt;p&gt;without overwhelming the user.&lt;/p&gt;

&lt;p&gt;💰 One unexpected lesson&lt;/p&gt;

&lt;p&gt;At first, I ran the full analysis before the paywall.&lt;/p&gt;

&lt;p&gt;Bad idea.&lt;/p&gt;

&lt;p&gt;It consumed unnecessary compute and didn’t scale well.&lt;/p&gt;

&lt;p&gt;Now the flow works like this:&lt;/p&gt;

&lt;p&gt;Upload lease&lt;br&gt;
Preview/paywall&lt;br&gt;
Full AI analysis after payment&lt;/p&gt;

&lt;p&gt;Much more sustainable.&lt;/p&gt;

&lt;p&gt;🧠 Why this matters&lt;/p&gt;

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

&lt;p&gt;Yet most renters:&lt;/p&gt;

&lt;p&gt;don’t fully understand it&lt;br&gt;
don’t know what to look for&lt;br&gt;
and often discover problems later&lt;/p&gt;

&lt;p&gt;That’s exactly the gap I wanted to solve.&lt;/p&gt;

&lt;p&gt;🚀 Try it&lt;/p&gt;

&lt;p&gt;If you’re renting in the US and want to better understand your lease before signing:&lt;/p&gt;

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

&lt;p&gt;Would love feedback from:&lt;/p&gt;

&lt;p&gt;developers working with document parsing&lt;br&gt;
people in legal tech&lt;br&gt;
renters who’ve dealt with confusing lease agreements&lt;br&gt;
🧠 Final thought&lt;/p&gt;

&lt;p&gt;The hardest part wasn’t building the AI.&lt;/p&gt;

&lt;p&gt;It was figuring out how to turn complex legal language into something genuinely useful for real people.&lt;/p&gt;

</description>
      <category>ai</category>
      <category>programming</category>
      <category>discuss</category>
    </item>
    <item>
      <title>5 things you should check before signing a lease in the US (most people don’t)</title>
      <dc:creator>El pomberito 2.0</dc:creator>
      <pubDate>Tue, 05 May 2026 19:38:03 +0000</pubDate>
      <link>https://forem.com/2pomberito/5-things-you-should-check-before-signing-a-lease-in-the-us-most-people-dont-484h</link>
      <guid>https://forem.com/2pomberito/5-things-you-should-check-before-signing-a-lease-in-the-us-most-people-dont-484h</guid>
      <description>&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%2Flsb60i57nk061rlz3h88.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%2Flsb60i57nk061rlz3h88.png" alt=" " width="800" height="615"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;If you’ve ever rented in the US, you’ve probably been there:&lt;/p&gt;

&lt;p&gt;You get the lease.&lt;br&gt;
You skim it.&lt;br&gt;
You assume it’s “standard”…&lt;br&gt;
…and you sign.&lt;/p&gt;

&lt;p&gt;The problem?&lt;/p&gt;

&lt;p&gt;Leases are rarely as simple as they look.&lt;/p&gt;

&lt;p&gt;And the expensive parts are usually the ones people miss.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;1. Early termination clauses&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;This is one of the most common (and costly) surprises.&lt;/p&gt;

&lt;p&gt;If you leave early, you might have to pay:&lt;/p&gt;

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

&lt;p&gt;And it’s often buried deep in the document.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;2. Hidden or unclear fees&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Not all fees are obvious.&lt;/p&gt;

&lt;p&gt;Some show up as:&lt;/p&gt;

&lt;p&gt;administrative fees&lt;br&gt;
maintenance charges&lt;br&gt;
move-out costs&lt;/p&gt;

&lt;p&gt;They’re not always labeled clearly… just embedded in legal text.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;3. Automatic renewal&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Some leases renew automatically if you don’t give notice in time.&lt;/p&gt;

&lt;p&gt;That means:&lt;br&gt;
👉 you could be locked in again&lt;br&gt;
👉 sometimes under new conditions&lt;/p&gt;

&lt;p&gt;This one catches a lot of people off guard.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;4. Vague or open-ended language&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Legal wording can be intentionally broad.&lt;/p&gt;

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

&lt;p&gt;“reasonable fees”&lt;br&gt;
“at landlord’s discretion”&lt;/p&gt;

&lt;p&gt;These sound harmless… but can be interpreted in ways that don’t favor you.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;5. Key dates and obligations&lt;/strong&gt;&lt;br&gt;
Leases often include:&lt;/p&gt;

&lt;p&gt;notice periods&lt;br&gt;
deadlines for payments&lt;br&gt;
conditions tied to specific dates&lt;/p&gt;

&lt;p&gt;Missing one can trigger penalties.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;The real problem&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;It’s not that people don’t read their lease.&lt;/p&gt;

&lt;p&gt;It’s that:&lt;/p&gt;

&lt;p&gt;👉 reading ≠ understanding&lt;/p&gt;

&lt;p&gt;Even if you go through all 30 pages, it’s hard to know:&lt;/p&gt;

&lt;p&gt;what actually matters&lt;br&gt;
what could cost you money&lt;br&gt;
what’s risky vs normal&lt;br&gt;
💡 What I ended up building&lt;/p&gt;

&lt;p&gt;After running into this problem multiple times, I built something to make this easier.&lt;/p&gt;

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

&lt;p&gt;GoLeazly analyzes lease agreements and gives you a structured breakdown:&lt;/p&gt;

&lt;p&gt;risky clauses&lt;br&gt;
potential hidden costs&lt;br&gt;
key conditions&lt;br&gt;
plain-English explanations&lt;/p&gt;

&lt;p&gt;Instead of guessing, you get a clear view of what you're signing.&lt;/p&gt;

&lt;p&gt;🚀 Why it matters&lt;/p&gt;

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

&lt;p&gt;And yet, it’s one of the least understood.&lt;/p&gt;

&lt;p&gt;Spending a few minutes understanding it can save you:&lt;/p&gt;

&lt;p&gt;money&lt;br&gt;
stress&lt;br&gt;
bad surprises later&lt;br&gt;
🔗 Try it&lt;/p&gt;

&lt;p&gt;If you're about to sign a lease, you can test it here:&lt;/p&gt;

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

&lt;p&gt;🧠 Final thought&lt;/p&gt;

&lt;p&gt;The biggest risk isn’t what’s written in your lease.&lt;/p&gt;

&lt;p&gt;It’s what you didn’t realize was there.&lt;/p&gt;

</description>
      <category>ai</category>
      <category>webdev</category>
      <category>sass</category>
      <category>productivity</category>
    </item>
    <item>
      <title>I built a tool to analyze lease agreements and uncover hidden costs before signing</title>
      <dc:creator>El pomberito 2.0</dc:creator>
      <pubDate>Sat, 02 May 2026 22:46:29 +0000</pubDate>
      <link>https://forem.com/2pomberito/i-built-a-tool-to-analyze-lease-agreements-and-uncover-hidden-costs-before-signing-15k7</link>
      <guid>https://forem.com/2pomberito/i-built-a-tool-to-analyze-lease-agreements-and-uncover-hidden-costs-before-signing-15k7</guid>
      <description>&lt;p&gt;If you’ve ever rented in the US, you’ve probably done this:&lt;/p&gt;

&lt;p&gt;You receive the lease…&lt;br&gt;
scroll quickly…&lt;br&gt;
and think:&lt;/p&gt;

&lt;p&gt;“Looks standard.”&lt;/p&gt;

&lt;p&gt;That assumption can be expensive.&lt;/p&gt;

&lt;p&gt;⚠️ The problem nobody talks about&lt;/p&gt;

&lt;p&gt;Lease agreements often include things that aren’t obvious:&lt;/p&gt;

&lt;p&gt;hidden or loosely defined fees&lt;br&gt;
penalties buried in legal wording&lt;br&gt;
automatic renewal clauses&lt;br&gt;
conditions that only matter later&lt;/p&gt;

&lt;p&gt;And even if you read everything… understanding the implications isn’t trivial.&lt;/p&gt;

&lt;p&gt;Legal language isn’t designed to be easy.&lt;/p&gt;

&lt;p&gt;💡 So I built something to fix that&lt;/p&gt;

&lt;p&gt;I created GoLeazly → &lt;a href="https://goleazly.com" rel="noopener noreferrer"&gt;https://goleazly.com&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;The goal is simple:&lt;/p&gt;

&lt;p&gt;👉 Upload your lease&lt;br&gt;
👉 Get a clear, structured breakdown of what actually matters&lt;/p&gt;

&lt;p&gt;Instead of generic AI output, it gives you:&lt;/p&gt;

&lt;p&gt;risky clauses highlighted&lt;br&gt;
potential hidden costs&lt;br&gt;
key dates and obligations&lt;br&gt;
a plain-English explanation of your lease&lt;/p&gt;

&lt;p&gt;Basically, it helps you understand what you’re signing before it’s too late.&lt;/p&gt;

&lt;p&gt;⚙️ The technical challenges behind it&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Parsing real-world PDFs is painful&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;Leases are not clean documents.&lt;/p&gt;

&lt;p&gt;You’ll find:&lt;/p&gt;

&lt;p&gt;scanned PDFs&lt;br&gt;
broken formatting&lt;br&gt;
inconsistent layouts&lt;br&gt;
multi-page contracts with no structure&lt;/p&gt;

&lt;p&gt;So this wasn’t just “extract text”.&lt;/p&gt;

&lt;p&gt;It required:&lt;/p&gt;

&lt;p&gt;handling OCR scenarios&lt;br&gt;
chunking long documents&lt;br&gt;
reconstructing context from messy data&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Extracting ≠ understanding&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;Getting text is easy.&lt;/p&gt;

&lt;p&gt;Understanding:&lt;/p&gt;

&lt;p&gt;what’s risky&lt;br&gt;
what’s normal&lt;br&gt;
what could cost money&lt;/p&gt;

&lt;p&gt;…is the real challenge.&lt;/p&gt;

&lt;p&gt;You need to filter noise and highlight only what matters.&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Avoiding “AI dump” UX&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;One thing I didn’t want:&lt;/p&gt;

&lt;p&gt;A long wall of AI text.&lt;/p&gt;

&lt;p&gt;So the output is structured like a report:&lt;/p&gt;

&lt;p&gt;sections&lt;br&gt;
labeled findings&lt;br&gt;
actionable insights&lt;/p&gt;

&lt;p&gt;More clarity, less fluff.&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Scaling the cost of analysis&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;Initially I ran the full analysis before payment.&lt;/p&gt;

&lt;p&gt;That didn’t scale.&lt;/p&gt;

&lt;p&gt;Now the flow is:&lt;/p&gt;

&lt;p&gt;Upload → preview&lt;br&gt;
Pay → run full analysis&lt;/p&gt;

&lt;p&gt;This keeps things efficient and sustainable.&lt;/p&gt;

&lt;p&gt;🚀 What GoLeazly does today&lt;/p&gt;

&lt;p&gt;If you're about to sign a lease, you can:&lt;/p&gt;

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

&lt;p&gt;👉 See if there are risks, fees or unclear clauses&lt;br&gt;
👉 Understand what you're actually agreeing to&lt;/p&gt;

&lt;p&gt;All in minutes.&lt;/p&gt;

&lt;p&gt;🧠 Why this matters&lt;/p&gt;

&lt;p&gt;Most people don’t have a lawyer reviewing their lease.&lt;/p&gt;

&lt;p&gt;But the contract was likely written with legal expertise.&lt;/p&gt;

&lt;p&gt;That imbalance matters.&lt;/p&gt;

&lt;p&gt;💰 One small check can save a lot later&lt;/p&gt;

&lt;p&gt;Signing blindly is risky.&lt;/p&gt;

&lt;p&gt;Understanding first is smarter.&lt;/p&gt;

&lt;p&gt;🔗 Try it&lt;/p&gt;

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

&lt;p&gt;Would love feedback from:&lt;/p&gt;

&lt;p&gt;devs working with document parsing&lt;br&gt;
people in real estate / legal&lt;br&gt;
anyone who has signed a lease in the US&lt;br&gt;
🧠 Final thought&lt;/p&gt;

&lt;p&gt;The hardest part wasn’t building the AI.&lt;/p&gt;

&lt;p&gt;It was deciding what information actually helps someone avoid a bad decision.&lt;/p&gt;

</description>
      <category>ai</category>
      <category>programming</category>
      <category>realstate</category>
    </item>
    <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://forem.com/2pomberito/i-built-an-ai-that-analyzes-lease-agreements-before-you-sign-and-finds-hidden-fees-4nlf</link>
      <guid>https://forem.com/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://forem.com/2pomberito/i-analyzed-100-rental-leases-using-ai-heres-what-i-found-4coh</link>
      <guid>https://forem.com/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>
    </item>
  </channel>
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