Resources
Resources
Foundational explainers on title plant data and quantitative research, written for practitioners.
What is a title plant, and why does every county need its own?
A title plant is a privately maintained, geographically indexed copy of a county's land records. Here is what it holds, why it exists alongside the courthouse, and why no two are built the same way.
· 10 min read
Why generic document AI fails on courthouse records
General-purpose document extraction is built for invoices, forms and contracts. Recorded instruments break its assumptions in five specific ways, and the failures are the expensive kind: silent.
· 8 min read
How county data formats vary, and what that means for automation
There is no national standard for how land records are indexed, imaged or exported. Every county is its own format. That fact, more than any technical limit, determines what works when you automate.
· 8 min read
Causal inference versus correlation in quantitative research
Most quantitative infrastructure encodes what moves together. It says nothing about why. Here is what changes when a research platform is built around direction instead of association — and what it cannot promise.
· 8 min read