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Machinify Post-Payment Accuracy and Integrity Commentary
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Subject Expert
Mac Boyter
VP of Engagement
KLAS VP of Engagement - Mac Boyter
 

Commentary Summary

Comment Type Breakout

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User Commentary

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VP/Other Executive

Relationship, Product

I would like to see Machinify add some focus on the third-party administrator world and provide...

Unrated
Jul 2026

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VP/Other Executive

Relationship

Machinify's strengths are their technology and people. The vendor is amazing at identifying...

Unrated
Jul 2026

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Manager

Relationship

Machinify is a very experienced and knowledgeable subrogation vendor. They also have a lot of...

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Jul 2026

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Manager

Relationship

Machinify is very collaborative and highly experienced in what they do, and they know their business...

Unrated
Jul 2026

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Manager

Value

For Machinify, the opportunity is to develop a compelling prepayment coordination-of-benefits...

Unrated
Jul 2026

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Manager

Operations

Machinify has really stepped up their training efforts. We've done a lot of train-the-trainer...

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Jul 2026

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Manager

Relationship, Product

Machinify doesn't necessarily get into provider facilities themselves, so they really don't have a...

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Jul 2026

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Manager

Value

Machinify’s costs are a little higher than I wish. In fact, we would probably give them more work,...

Unrated
Jul 2026

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Director

Relationship, Operations, Product

In terms of data mining, there was no change when Machinify acquired Rawlings. We wouldn't have even...

Unrated
Jun 2026

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Director

Value

We didn't really buy Machinify. The vendor only gets paid if they find stuff and we agree on it, so...

Unrated
Jun 2026

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Director

Relationship

Machinify is very easy to work with. They take our information and do a lot of data mining for us....

Unrated
Jun 2026

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Director

Product

We always bring up whether Machinify could do the coordination of benefits for the pharmacy. That...

Unrated
Jun 2026

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Analyst/Coordinator

Relationship

The customer service is phenomenal. Even though Machinify is in another state, they make our...

Unrated
Jun 2026

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Analyst/Coordinator

Relationship

I hate to give a perfect score because nobody's perfect, but honestly, Machinify is there for me all...

Unrated
Jun 2026

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Analyst/Coordinator

Product

We have had some integration issues, but those have mostly been related to data feeds. Besides that,...

Unrated
Jun 2026

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Analyst/Coordinator

Value

We get our money's worth. I work with other vendors as well, and in comparison, Rawlings' rates are...

Unrated
Jun 2026

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Analyst/Coordinator

Operations

To explain who they were, Machinify did provider education for us when we started working with them....

Unrated
Jun 2026

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Analyst/Coordinator

Relationship

At my previous employer, we didn't outsource anything, so I was a little skeptical when I came here,...

Unrated
Jun 2026

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Analyst/Coordinator

Relationship

We're not currently doing any subrogation with Machinify, but I'd like to because they are very...

Unrated
Jun 2026

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Director

Relationship

Since the acquisition, the vendor's support and savings have both taken a dramatic decline. We've...

Unrated
Apr 2026

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Director

Relationship, Value

Machinify needs to hit their financial targets. They need to be partners with us in solving...

Unrated
Apr 2026

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Manager

Relationship

Machinify has held true to everything they promised in the beginning. We have built a really strong...

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Apr 2026

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Manager

Relationship

We have been very established with Machinify for many years, so we have a great working...

Unrated
Apr 2026

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Manager

Relationship

Machinify's services are great. They provide recovery subrogation for us. They identify members who...

Unrated
Feb 2026

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Manager

Relationship

Machinify's account team is very accessible. When we talk about contractual issues, we like to have...

Unrated
Feb 2026

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Manager

Relationship

One of the biggest benefits of our relationship with Machinify is collaboration. Prior to this...

Unrated
Feb 2026

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Director

Product

There is no perfect solution. With Machinify, the only things that we have had some bumps with have...

Unrated
Sep 2025

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Director

Relationship

Machinify is pretty good about coming to the table, and I have no problem with getting ahold of...

Unrated
Sep 2025

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Director

Relationship

I have seen a dip in the level of support that Machinify provides as Machinify has grown. That is...

Unrated
Sep 2025

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Director

Operations

The training that Machinify offers is fine. I have requested certain training for a very long time,...

Unrated
Sep 2025

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Manager

Culture

There is a disconnect between what Machinify told me they could produce and what I’m seeing. They...

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Aug 2025

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Manager

Relationship, Value

Our providers hate Machinify; the solution is very abrasive for providers. I can understand why they...

Unrated
Aug 2025

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Manager

Relationship

We had something happen recently, but Machinify didn’t handle it very delicately, and it was a...

Unrated
Aug 2025

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Manager

Relationship

I do not know who our executive from Machinify is. Every time we get on the call, there is somebody...

Unrated
Aug 2025

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Manager

Culture

Because Machinify was just acquired, they are throwing different people trying to sell us everything...

Unrated
Aug 2025

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Manager

Relationship, Product

I’m dependent on Machinify to run the rate sheets, but it isn't done as often as I would like. The...

Unrated
Aug 2025

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VP/Other Executive

Loyalty

We selected Machinify's system because Machinify appears to have advanced predictive modeling and...

Unrated
Aug 2025

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VP/Other Executive

Relationship, Operations

When an organization implements Machinify's system, their team has to be open-minded and to do...

Unrated
Aug 2025

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VP/Other Executive

Relationship, Product

Machinify's key strength is definitely their people. Those people seem to have an edge when it comes...

Unrated
Aug 2025

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VP/Other Executive

Loyalty, Relationship

Our concern is that as Machinify gets bigger and buys more, we don't know that we will continue to...

Unrated
Aug 2025

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Director

Loyalty, Relationship, Value

Machinify is a strong entity in the subrogation space, and we derive a significant amount of value...

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Aug 2025

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Director

Loyalty, Value

We have been with Machinify for a very long time, so we have a very steady-state relationship. We...

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Aug 2025

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Manager

Relationship

The vendor was originally VARIS. They recently merged with a couple of different organizations to...

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Aug 2025

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Manager

Operations

The advice I would give a customer who is implementing Machinify's system would be to have the...

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Aug 2025

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Manager

Product

We struggle with Machinify’s secure email platform. Their file limitations are quite small, so we...

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Aug 2025

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Manager

Relationship

When we originally onboarded VARIS, they had made a promise to meet with providers in addition to...

Unrated
Aug 2025

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Manager

Relationship, Product

Machinify does not have phone support; everything is done via email. Providers have to deal with...

Unrated
Aug 2025

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Manager

Value

Machinify is a third-party auditor for us. They audit our claims post-payment and look for...

Unrated
Aug 2025

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Manager

Relationship, Product

When providers dispute the Machinify findings, they handle all of the requests for medical records,...

Unrated
Aug 2025

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VP/Other Executive

Product

The counsel I would suggest to anybody working with Machinify is to be careful with agreements. For...

Unrated
Aug 2025

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Director

Loyalty

We chose Machinify primarily because of the cost and the solution's ability to be flexible with...

Unrated
Jul 2025

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Director

Relationship, Product

Machinify is very easy to work with. The solution so far has been very flexible. If we need to tweak...

Unrated
Jul 2025

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Director

Relationship

Machinify offers expertise to help us work through sentinels and policies. They have a wide range of...

Unrated
Jul 2025

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Director

Relationship, Product

Things are still up in the air with Machinify because of the merger. They are developing their...

Unrated
Jul 2025

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