Healthcare runs on data. Verato makes it trustworthy.

Master data management (MDM) is both a solution and a discipline. It’s the technology that unifies your data, and the mindset that treats trusted identity as core to how you do business. It’s not an IT project. It’s the belief that better outcomes, lower costs, and better experiences all start with knowing, for certain, who you’re talking about.

MDM doesn’t replace your EHR, your billing system, or your CRM. It gives every one of them the same accurate, agreed-upon answer to one question: who is this, actually, this patient, this provider, this facility?

Don’t try to fix everything at once. Pick one problem, put a number on what it’s costing you, and get a business sponsor, not just IT, to own fixing it. Then find a partner who’s actually done this in healthcare before, not just anyone selling MDM software.

If you’ve tried MDM before and it fizzled, that’s not a sign it doesn’t work. It’s a sign the use case was never defined, or no one owned it. Pick one thing, fix it with the right partner, and let that win open the door to the next one.

It comes down to three things: accuracy, speed, and experience.

Accuracy starts with identity resolution: knowing for certain that a patient, a provider, is who you think they are. Verato’s patented approach to Referential Matching®, backed by a database of 300M+ curated identities¹, matches every record to the right person across every system you’re pulling from.

We also move fast. Most deployments are live in four months³, and we bring decades of healthcare-specific MDM experience to every one of them. Once your data knows who it’s talking about, everything you build on top of it, from billing to AI, finally has solid ground to stand on.

Patient names change after marriage or divorce. Addresses shift constantly. Providers show differently across NPI registries, credentialing systems, and payer directories — and they move between organizations all the time. A vendor built for retail or banking, even a good one, will struggle here. So, the real question isn’t what a platform can do in a demo. It’s whether it was built for healthcare in the first place.

Ask for a false-positive rate — and make sure it’s been verified by someone other than the vendor. In healthcare, even one bad merge in a hundred is too many; the real standard is one in a million. Then watch for the tells: a demo that runs only on clean, cherry-picked data, a timeline that’s vague rather than specific, a pitch built entirely around matching with no real plan for managing the data day to day, or references who say only what the vendor wants them to say. One red flag is worth a second look. More than one flag is a reason to walk away.