Insights
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Insurance Balance now works as a practical indicator of unresolved insurance follow-up. In simple terms, it helps show whether there is still work left to do on the claim, and it helps your team see that more clearly in A/R.
Insurance Balance now works as a practical indicator of unresolved insurance follow-up. In simple terms, it helps show whether there is still work left to do on the claim, and it helps your team see that more clearly in A/R.
At the front of the pipeline, the system takes the user’s natural language query and performs intent detection. This helps determine what kind of question is being asked, such as whether the user wants a count, a grouped report, a filtered list, or a more complex analysis.
2025 was a year of steady progress and compounding improvements at Populate. This post looks back at what we built in 2025, how it improved real experiences, and what it enables as we move forward.
Three outages in thirty days. Three giants went dark, dragging down businesses like ours in the process. The internet was supposed to be decentralized. Only it isn't.
ChatGPT handled the complicated logic with near surgical precision, but tripped on a trivial alias error.