You have four real choices for your healthcare data, and three of them are perfectly defensible depending on where you are.
Here they are, without naming anybody. You will recognize the one you are living in.
You continue paying recurring fees while the vendor controls the foundation. Reporting arrives on their schedule, changes wait on their roadmap, and the integration work you paid for goes away when the contract does.
When it makes sense: Reasonable if the platform genuinely fits your contracts and you have no ambition to query the underlying data yourself.
Your team attempts a healthcare data platform build alongside everything else it already owns. The architecture is right, and the timeline is the problem — healthcare-specific work like claims normalization and identity resolution is where internal builds usually stall.
When it makes sense: Reasonable if you have dedicated healthcare data engineers and the runway to let them focus.
Excel, EHR reports, payer portals, a BI tool, and manual reconciliation. It works, in the sense that numbers eventually appear. It does not scale, and nobody can fully explain how any given figure was produced.
When it makes sense: Reasonable at small scale, under one contract, with a very patient analyst.
You get specialized healthcare data experience while the asset gets built inside your own environment. Your team is part of the build and ends up operating it. When the engagement ends, the foundation keeps running.
When it makes sense: Reasonable if you intend to be in risk contracts for a while and would rather own the infrastructure than rent reporting on top of it.
| Capability | DAX | General data consultancy | Traditional VBC platform |
|---|---|---|---|
| Healthcare / VBC specialization | Core model | Varies | Core model |
| Clinical + claims + ADT together | Core model | Varies | Usually |
| Client-owned data foundation | Core model | Usually | Varies |
| Custom infrastructure | Yes | Yes | Limited / varies |
| VBC application available | Yes | Usually no | Yes |
| Use your existing applications | Yes | Yes | Varies |
| Build custom applications on top | Yes | Yes | Varies |
| Knowledge transfer to your team | Core model | Varies | Varies |
| Foundation remains if the vendor changes | Yes | Usually | Varies |
A pure consultancy can help you build the foundation but may leave operationalization to you. A traditional platform can give you applications but may make its environment the center of your data strategy. DAX starts with the owned foundation and can continue into the application layer when you want that support.
If it is option one or option three, the useful next conversation is about what you are currently paying and what you would own instead.
