Insights

Meet the EntityScan Assistant—built to help lenders turn EntityScan Report findings into practical next steps.

A three-paragraph prompt can produce an impressive-looking report on a borrower entity. Why in-house entity review tools fail silently, and what reliable actually took.

Active status and a certificate of good standing aren't the same check. What each actually means, when lenders need which, and the pre-closing decision tree.

When a bank, credit union, or private lender extends credit to an LLC, the loan documents are only as enforceable as the authority behind the signature on the closing documents. A handful of provisions in the operating agreement determine whether the people signing can actually bind the company.

Over the last several months, at two trade shows and a long list of demos, I’ve heard the same three complaints from lender after lender. All true. None of it is really about entity review — it’s about when the review happens and who does it.

A few weeks ago, a lender told me he wanted an origination system that was “human capital light.” I’ve thought about that phrase a lot since. Private lending has always been a people business — and at scale, that breaks.

Your dev team can wire up an AI document reviewer in a week. We know because we tried it. When we tested the leading AI models against our own attorney-prepared reviews, the results weren't close.

The borrower might not be who you think it is. And the person signing your loan documents may not have authority to bind the entity. That's not a technicality. It's litigation risk.

In lending, risk does not always arise from the obvious places. Sometimes, it's buried in dense borrower entity documents — operating agreements, formation documents, amendments — reviewed under tight deadlines. For most lenders, this process is still manual, inconsistent, and difficult to scale. That reality is exactly why EntityScan AI was built.