Week 4: Building Out an AI Software for LOs

April 01, 20264 min read

There is something I have to admit that was a little embarrassing.

We built this whole system where the AI writes personalized messages for every contact in a loan officer’s database. The loan officer can review the messages, edit them, approve them, and then hit send.

It all looked amazing.

But when you actually hit send, nothing happened.

Not almost nothing. Literally nothing.

The messages just sat there in the database. Nobody got a text. Nobody got an email. The button looked like it worked, but it did not actually do anything. And the worst part is we did not catch it right away, because everything looked correct on screen.

That was this week’s reality.

The Problem Looked Smaller Than It Was

This is one of those issues that is easy to miss when you are building software.

From the front end, everything looked polished. The AI was generating the right messages. The review flow worked. The approvals worked. The send button worked visually.

But behind the scenes, the final action was broken.

And that is a big deal because if the message does not actually go out, then none of the rest of it matters. It does not matter how good the AI writing is. It does not matter how smooth the approval process feels. If the system stops at the database, it is not a working system. It is just a nice-looking demo.

This Week We Fixed It

This week, we fixed the sending issue.

Now when the loan officer hits send, the messages actually go out through Go High Level. One by one. To every contact on the list.

That is a huge step forward because it takes this from something that looked promising into something that is actually functional.

The AI writes the messages. The loan officer reviews them. The loan officer approves them. Then the system actually sends them.

That is how it should have worked from the start, but now it finally does.

We Also Made It More Reliable

One thing I really wanted was for this system to behave like something you could trust in the real world.

Real databases are messy. Not every contact has every field filled out. Some people are missing phone numbers. Some are missing emails. That is normal.

So now, if someone does not have a phone number on file, the system skips that contact and keeps going.

It does not crash. It does not stop the whole process. It just moves on to the next person.

That may sound like a small detail, but it matters a lot. Reliable automation has to handle imperfect data without falling apart.

The Scheduler Was Broken Too

We also fixed another issue that was causing problems.

Before, if you tried to schedule messages for tomorrow morning, the system would just send them immediately anyway. It completely ignored the time you picked.

Obviously, that is not acceptable if you want any real control over communication.

Now the scheduler actually works. If you choose a future time, it waits until that time. It does not send early. It does not do its own thing. It follows the schedule.

That is a big piece of this because timing matters. Loan officers need to know that when they approve something to go out later, it will actually go out later.

For the First Time, the Whole Loop Works

This is the part I am most excited about.

For the first time, this whole system works from start to finish.

The AI writes the messages.
The loan officer reviews and approves them.
The messages go out.
Contacts reply.
The AI handles the replies.
And if someone wants to book a call, the calendar gets booked automatically.

That full loop is now working.

And to me, that is the milestone.

Why This Matters

There are a lot of AI tools right now that can do one part of the process.

Some can write content. Some can automate follow-up. Some can help manage conversations. Some can book meetings.

But most tools still feel disconnected. You end up with pieces instead of a complete system.

What I am trying to build is not just another AI writing tool or another messaging assistant.

I am building a database AI agent for loan officers that can actually move a contact from outreach to conversation to booked call.

That is the goal.

This Was a Huge Week

Week 4 was not flashy, but it was important.

This was the week where the invisible gaps started getting closed. The things that made the system look finished but not actually function are now getting fixed.

And that is what building something real looks like.

Sometimes the big win is not a shiny new feature. Sometimes the big win is finally making the thing work the way it was supposed to all along.

This week, the loop closed.

If you want, I can also turn this into a version that is more SEO-optimized for your site while keeping the same personal voice.

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