Your personal AI research assistant for the Shovels data network. No training required, no software to install. Just point Charlie at what you need, and watch her work.
AI-powered data intelligence
Construction data is messy—permits scattered across 2,000+ jurisdictions, contractor records in inconsistent formats, city decisions buried in meeting minutes. Charlie changes that. Ask in plain English. Get exactly what you need, instantly. No SQL required, no API calls to learn, no false positives to wade through.
How Charlie works
Just ask. "Show me all HVAC replacements in Phoenix from the last 6 months," "Find the top solar contractors in Texas," or "Which cities approved the most ADU permits last quarter?" Charlie understands what you mean, not just what you type. No SQL. No filters to configure. Just plain English.
Charlie searches across the entire Shovels data network—permits, contractors, city decisions, and more—filtering out noise and false positives along the way. She knows that "HVAC" might show up as "heating and cooling" or "furnace install," and she searches for all of them. She doesn't get tired and doesn't miss patterns.
Clean data, ready to use. Not quite right? Tell Charlie to narrow down, expand, or pivot. She sticks with your search until you're satisfied. Chats are saved so you can come back and pick up where you left off.
Charlie vs. traditional search
Charlie is built to fetch exactly what you need from millions of data points. She's loyal to your query, relentless in her search, and brings back only what matters. No distractions, no guessing—just the data you asked for, delivered fast.
| Traditional Database Search | Charlie |
|---|---|
| Requires exact keywords | Understands natural language |
| Returns everything that matches | Filters noise and false positives |
| One shot, take it or leave it | Iterative refinement until perfect |
| Requires SQL or API knowledge | Just talk to Charlie |
| Raw data retrieved | Database nuances built in |
"We were shooting an arrow through a hole in the fence and hoping we were hitting a target. Charlie changed that completely."
Who uses Charlie?