Catalogs publish. Spreadsheets calculate. BI platforms visualize. Search engines find. Generic AI sounds confident. Each does its job well — and each one still leaves the hardest part, connecting fragmented public records into something you can actually trust and act on, undone. That's the gap ALKARTIS exists to close.
Every other tool on this page starts after the data is already sourced and cleaned. ALKARTIS does that part.
Every figure traces back to a specific public record — no black-box scores, no ungrounded AI guesses.
Most tools hand you a file or a chart and leave the interpretation to you. ALKARTIS starts from the question.
The catalog and the connected layer built on top of it.
A spreadsheet is where you go after the hard part is already done.
A chart of the wrong question is still the wrong answer.
Powerful analytics still need connected, sourced data to analyze.
Another excellent way to visualize data you've already connected.
A good natural-language question still needs connected, sourced data underneath it.
Dashboards answer what you thought to track. Intelligence answers what you didn't.
A confident-sounding answer isn't the same as a sourced one.
A search engine finds documents. It doesn't connect them into an answer.
Great for browsing listings. Not built for neighborhood-level intelligence.
Some records need a formal request. Most of what people actually ask for doesn't.
Data informs. Context explains. Intelligence empowers. Action delivers.
ALKARTIS isn't trying to replace every tool on this list. It sits above them — turning disconnected public records into understandable, actionable intelligence.