Your reserve, next to the benchmark range, not a verdict, a comparison.
BETAReserve benchmark software from Medrecords AI compares a claim's current reserve to a benchmark range built from medical severity drivers and comparable resolved claims — a reference point for the adjuster's own reserve decision, never a verdict. Live in beta, refined hands-on with early carrier and TPA customers.
A benchmark, never a verdict: the range is a reference point only — the adjuster and carrier set the reserve, always.
Severity drivers, cited to the record.
The benchmark is built from medical severity drivers pulled out of the file itself — imaging findings, treatment intensity, injury type — and matched against comparable resolved claims, so the range reflects what actually happened medically, not a generic table.
A range next to your number, not instead of it.
The benchmark shows the range and where the current reserve sits within it. It never auto-adjusts a reserve, recommends a new figure, or writes to the claim system on its own — it's a reference the adjuster can use or set aside.
A benchmark, not a verdict.
Reserve Benchmark Radar is a comparison, not a determination. It places a claim's current reserve next to a benchmark range built from medical severity drivers and comparable resolved claims, so the adjuster can see where their number sits relative to similar files.
It never sets, suggests, or authoritatively judges a reserve figure. The adjuster and the carrier set the reserve; the benchmark is only ever a reference point they can choose to use or ignore.
See Case Outcome BenchmarksFrom severity drivers to a range beside your reserve.
Three steps, ending with a reference — not a decision.
Cited to imaging findings, treatment intensity, and injury type as documented in the file.
Resolved claims with a similar severity profile, with cohort size and composition shown.
The adjuster sees the comparison and decides — the reserve itself never changes automatically.
Who benchmarks reserves with it.
Built for the people who own the reserve decision, not for making it for them.
Reserve Benchmark Radar, answered.
Yes, in beta. It's live and testable now on your own claims; we're refining benchmark cohorts hands-on with early carrier and TPA customers, and if your line of business is a good fit we'll work with you directly.
No. It never issues a verdict on reserve adequacy. It shows a benchmark range from comparable resolved claims and where your current reserve sits within it — a reference point, not a judgment. The adjuster and carrier make the reserve decision.
Medical severity drivers — imaging findings, treatment intensity, injury type — matched against comparable resolved claims, with every driver cited to the page it came from.
No, never. The benchmark is a read-only reference. The reserve stays under the adjuster's and carrier's control unless they choose to change it themselves.
Cohort size, severity-match basis, and a confidence level are shown with every range, and the comparison is flagged when the cohort is too thin to be meaningful.
Related capabilities.
Reserve benchmarking connects to the platform's broader comparable-case benchmarking tools.
See the benchmark next to your own reserve.
Join the beta and compare a claim's reserve to its benchmark range — cited, reference-only, and never a verdict. Or book a quick walkthrough first.