Practical guidance on reading Calliope findings: where the evidence comes from, what a benchmark means, and what to do when a filing leaves questions open.
All 32 NFL clubs are on the Form 5500 record. Twenty-one self-fund, ten file under a parent company, three share one league plan. A case study in what a self-funded filing still shows, where the connection points are, and how the carriers' own indexes fill the one gap the form leaves.
Every PBM that appears on a health plan's Schedule C, sorted by who owns it, where the claims actually adjudicate, and whether the pricing model it markets is the one its structure supports. "Transparent" is now on every large PBM's website. This is how to tell the label from the structure.
Calliope combines six years of public benefits filings with carrier-published Transparency in Coverage data and public research. Monthly updates add available filings and carrier-published records. The refresh date describes when data was added; the sources themselves describe different periods. A provider named in a past filing may not be the provider today.
When reviewing an account, check the filing year and the publication date of any additional evidence. Separate what a source explicitly reports from what Calliope infers. Transparency in Coverage features are in Beta.
Public filings are self-reported. Calliope checks known error patterns, including duplicate schedules and misused premium columns, and excludes affected records from relevant benchmarks. A source citation still needs to be read in context.
Department of Labor: Form 5500 resourcesCalliope computes fee comparisons from its filing corpus, using service-code and size segments. Before interpreting a difference, check the service category, comparison period, and denominator used in the calculation.
Ask whether the services and funding structure are comparable, whether compensation disclosures are complete, and whether data-quality flags affect the record. Higher reported compensation may reflect differences that the filing alone cannot explain.
Above-benchmark compensation is not evidence of wrongdoing. Use the comparison to focus a documented review and identify the additional information needed.
Explore the compliance workflowNegative space is the gap between what the filing shows and what the employer’s benefits picture suggests should be there.
Kaiser · Fully insured medical
Evidence of an administered medical arrangement beyond the insured plan.
Employees and covered lives are different measures. This is not a calculation of uncovered employees. Confirm employer identity, source periods, and current plan documents before concluding how the arrangements fit together.
“Not disclosed” does not mean “does not exist.” Missing filing or TiC evidence alone is not a compliance finding. Carrier-published features are Beta.
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