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The Lab

What we're building, testing, and breaking
Real AI experiments. Real results. Daily.

Currently Building

Automated inbound and outbound call agent

One of our most requested capabilities requested by customers has been automated prospecting. Today we are testing a simple prospecting engine which had to meet three requirements. 1. It must be a simple to set up and move through the user interface or dashboard. 2. It must be free to test and set up. 3. It must not require an outside telephonic set up like twillow. While there were a handful of options, all things in balance, SynthFlow ai seemed meet our initial requirements the best. We want something simple and easy to implement for our clients. This was a successful test with one caution. We noticed our set up phase cost us about $25 dollars. This included phone number purchase and system minutes for testing and optimization. The initial set up was extremely easy. The optimization on the other hand took a little work to tweek just right. Check our results by visiting our home page. We have a sample ai agent ready to chat with you. Another area that can be handled multiple ways is in regard to the data harvested from the calls. We chose to create google sheet web hooks which also took some trial and error. Our finished test product was a fully functional outbound and inbound call agent. Our team has discussed multiple use cases for real estate, investing and lending. Let us show you how we can implement this in your business today.

DIY Daily Planning Assistant

Tutorial

A step-by-step guide to building your own morning and afternoon briefing system. Get automated summaries of overnight emails and today's calendar delivered to your phoneβ€”for free, using only no-code tools.

Build It Yourself
Read Full Tutorial β†’

Image creation for branding

One of the most important aspects of Social media is branding. Especially for agents and lenders. In a way, and agents brand is their business. Many AI's so far have challenges with branding images. Primarily when there is text or logo art involved. Our "Old School" free image creator has always been PhotoScape. While we've tried many online editors, nothing beats the convenience of a desktop app. One thing that would be more convenient would be to vibe code logo and social media art. As of today we don't have a working solution for this. Todays test is figma.com. It passes the first test, there is a free version for limited images. It's not AI or prompt driven either. What it is, a straight forward simple way to make logo type images fast and with a simple to use interface. Best of all there are many social media templates available. Why that matters? Each Social media platform has different size requirements and image safe zone. This feature alone has saved us a bunch of time when setting up complete automation and marketing campaigns.

Leonardo AI Image Creation Test

While Leonardo.ai shows promise and has a rich UI/Dashboard making for an easy experience. The lack of output for what seems like a reasonably easy task made me lose interest in this AI very fast. Research into the error message suggested this: This message means Leonardo.AI detected that your prompt or input image violated their safety, ethical, or intellectual property guidelines, preventing the image from being generated. With an easy task like this getting "flagged" it looks like Leonardo.ai (at least the free tier) may not be a stable and quick choice for real estate image creation. REVISED. Wanting to give Leonardo another try, I ask ChatGPT and Grok to engineer a prompt which would instruct Leonardo on what to create. Both prompot ended with the same result as the last attempt. No image created. The search goes on.

Replit AI: Real Estate Team CRM

Used Replit's AI-powered development environment to rapidly prototype a customizable "Agent Hub" CRM specifically designed for real estate team workflows. The AI-assisted coding experience dramatically accelerated build time.

AgentAICoach Quiz Integration Pipeline

Connected the quiz and contact forms to Google Sheets for real-time lead capture. Built a Google Apps Script web app handling both submission types with a unified 32-column structure.

Lis Pendens Lead Scoring Algorithm

Built a scoring system to rank Lis Pendens leads by likelihood to sell. Analyzing 6 months of data to identify patterns in filing-to-sale timelines.

Automated MLS Photo Analysis

Testing Claude's vision capabilities for analyzing MLS listing photos. Goal: auto-generate improvement suggestions that increase click-through rates.

πŸ“ Archive: 5 entries so far | Full history coming as we build