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RAAPID AI Retrospective Risk Commentary
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Subject Expert
Mac Boyter
VP of Engagement
KLAS VP of Engagement - Mac Boyter
 

Commentary Summary

Comment Type Breakout

Positive
Neutral
Negative
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User Commentary

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VP/Other Executive

Product

The AI product is pretty strong. The neuro-symbolic AI is very accurate. We did a second-level...

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Apr 2026

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VP/Other Executive

Product

The product’s capability is pretty good. There is also some customization. We have a different...

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Apr 2026

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VP/Other Executive

Loyalty, Relationship

RAAPID is a great vendor with a strong product. Like any newer vendor, they have some growing pains,...

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Apr 2026

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VP/Other Executive

Loyalty

We went with RAAPID as a single source for second-level review. In our internal research, we also...

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Apr 2026

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VP/Other Executive

Loyalty

We had heard a lot about RAAPID’s accuracy and completeness, so we did a proof of concept and found...

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Apr 2026

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VP/Other Executive

Product

A major improvement we have requested is more timely feedback. We were not getting feedback until a...

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Apr 2026

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VP/Other Executive

Loyalty

The solution is part of our long-term plans. But there is a caveat. It really depends on CMS...

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Apr 2026

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VP/Other Executive

Loyalty, Product

We want to be more accurate and complete in coding patient risks so that we are basically...

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Apr 2026

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VP/Other Executive

Culture, Value

Sometimes the vendor is transparent and fair with their pricing, and I say that because they use AI,...

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Apr 2026

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VP/Other Executive

Operations, Product

The product is great. It works really well. We have provided feedback because we view any vendor...

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Apr 2026

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VP/Other Executive

Loyalty, Product

Some of the reporting and workflow creation would be nice. We would like to be able to create...

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Apr 2026

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Director

Relationship

Going with RAAPID is a good choice. They are willing to meet us where we are, so we do not have to...

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Apr 2026

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Director

Product

The system's primary function is risk adjustment. We send RAAPID medical records, mostly from our...

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Apr 2026

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Director

Product

In terms of how RAAPID gets information back to us after we provide the raw data, what RAAPID...

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Apr 2026

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Director

Product, Value

RAAPID's solution is a significant improvement over the process we had previously. It is a much...

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Apr 2026

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Director

Product, Value

I want to improve the accuracy of risk adjustment scoring across our member population. That is the...

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Apr 2026

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VP/Other Executive

Operations

RAAPID caters the training more toward the doers and not toward the leaders. There is no clear...

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Apr 2026

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VP/Other Executive

Relationship, Operations

After we implemented the solution, we discussed how we'd use it. How the tool is used by other...

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Apr 2026

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VP/Other Executive

Relationship

RAAPID’s key strengths are customer service and being open to feedback constantly. The customer...

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Apr 2026

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VP/Other Executive

Product

The reporting suite is still evolving, and the reporting capabilities that RAAPID has today are...

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Apr 2026

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VP/Other Executive

Loyalty

I’m extremely confident based on the early results that we are looking for. We did identify some...

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Apr 2026

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VP/Other Executive

Product

By using the solution, we want medical documentation accuracy and completeness. We get paid claims...

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Apr 2026

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Relationship

We always get a human-to-human conversation, and the vendor is always willing to work with us on everything....

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Apr 2026

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Relationship

If we ask about a feature enhancement or something else, RAAPID updates us on whether they were...

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Apr 2026

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Relationship, Product

RAAPID takes feedback and makes changes to improve.

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Apr 2026

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Product

Sometimes when we get to the end of a project, when things are busy, RAAPID can be more rushed to...

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Apr 2026

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Product

RAAPID recently had us transition from date-of-service coding. They coded every diagnosis code for...

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Apr 2026

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Product

We are a very small company in terms of staff, but we have a really high membership count for our...

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Apr 2026

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Operations

Training is good because RAAPID will definitely help, and if we are still confused after a demo or...

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Apr 2026

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Relationship

I would emphasize the partnership aspect of working with RAAPID. They always ask us for feedback...

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Apr 2026

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Director

Relationship, Product

From a data-workflow standpoint, RAAPID is able to receive our chase lists or target lists. They are...

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Mar 2026

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Director

Loyalty

I had two or three reasons for selecting RAAPID. First, their coding guidelines and approach met our...

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Mar 2026

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Director

Product

I would recommend RAAPID but with the asterisk of telling others to ask questions. I would encourage...

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Mar 2026

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Director

Relationship, Product

RAAPID’s strength is their willingness to engage, learn, and develop. The coding platform offers a...

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Mar 2026

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Director

Product

We are getting the results that we need from RAAPID. The actual AI coding review has helped us speed...

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Mar 2026

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Director

Relationship

I definitely have things that I want to see RAAPID improve, but I'm overall pretty positive about...

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Mar 2026

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Director

Product

One lesser area, aside from performance reporting, that RAAPID could improve would be workflow...

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Mar 2026

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CIO

Relationship

We have been fairly successful with the audits. The vendor is pretty good. They work with us and...

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Mar 2026

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