Blog

An agent can produce a beautiful analysis of falling physician collections while confusing charges with collections. The spreadsheet looks right and the conclusion is wrong. Here’s how our domain and delivery experts turn their judgment into rubrics, golden examples, and pairwise comparisons that catch the difference.

Wray Hospital’s finance team spent 60 hours on every service-line analysis. With Translucent, the same report now takes two minutes.

A service line director asks how colonoscopies performed this year versus last. Nothing in the data is called colonoscopy. It’s a value in a column, not a table. What it takes for an agent to find it, and why ours never writes the query itself.

Translucent is partnering with UTMB to deploy its financial intelligence platform across one of Texas's largest academic health systems.

Better answers don't produce better questions. Our Head of Domain Intelligence, Adam Albrecht, explains why Translucent moved from chat to Opportunity Agents, which surface sized, root-caused margin opportunities across contracts and service lines before anyone asks.

Generic LLMs reason well and know almost nothing about how a health system actually gets paid. Translucent's Domain Intelligence team is a group of full-time subject matter experts whose job is to get what they know out of their heads and into the agents.