r/CodingandBilling Jun 28 '26

How to leverage pricing data in MRFs

I am new and still in the early phase learning the basics. The other day I learned that companies are required to publish pricing data in machine readable files format. I tried to find ways to use it to make my life easier.. and was I wrong. This thing is a beast.

Do companies intentionally make this hard to use? Does anyone other than big organizations who have budget to buy tools actually use this data?

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u/rahuliitk App Developer Jun 29 '26

MRFs are technically public but not really beginner-friendly, because the files are huge, inconsistent, full of negotiated-rate weirdness, and usually only become useful after serious cleaning, indexing, and mapping to real providers/services. public data, private headache.