Case Studies
These aren’t experiments or product demos. Each case study comes from real work we delivered to real STR teams, fast. We listened, mapped the problem, and built a tool that solved it. Now those tools are part of daily operations.
Case Study 1: Data Cleaning for AI Accuracy
The Problem:
An STR company’s AI team struggled to get reliable results because their internal data, especially content for listings, was inconsistent and hard to manage.
The Solution:
We built a tool that downloaded all content data, connected it to a Google Sheets interface, and allowed the team to review, flag, and rewrite content instantly using customizable templates.
The Result:
What used to feel impossible, cleaning hundreds of data entries, became a few hours of work. The team now feeds clean, standardized content into their AI workflows, dramatically improving output quality.
Key Insight:
AI is only as smart as your content. Without good data, automation fails.

Case Study 2: AI-Powered Review Analysis
The Problem:
This client had hundreds of guest reviews but no time to read or act on them. Valuable feedback was buried and never reached operations.
The Solution:
We built a tool that gathers all reviews, detects recurring issues, and turns them into actionable tasks. The team got immediate visibility and could finally act on what mattered.
The Result:
Clear visibility into real guest pain points. Tasks now trigger directly from feedback. The team saw a 10% increase in review scores in just weeks.
Key Insight:
Guest reviews aren’t marketing fluff, they’re operational gold. AI helps you use them.

Case Study 3: Listing Creation at Scale
The Problem:
Building a new property listing took up to 2 hours, writing content, formatting, standardizing. It was slowing down growth and adding cost.
The Solution:
We built an AI-powered tool that auto-generates listing content using smart templates. Each new listing is created in minutes, not hours.
The Result:
Listing creation time dropped from 2 hours to 5 minutes. The client could onboard more properties without hiring or compromising quality.
Key Insight:
Speed doesn’t kill quality. Smart tools scale both.
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Real Problems. Real Tech. Real Results.
Because in STR, only execution moves the needle.
