Machinify Post Payment Accuracy and Integrity Commentary
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Subject Expert
Mark Allphin
Vice President of Sales
KLAS Vice President of Sales - Mark Allphin
 
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User Commentary

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Director

Product

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

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...

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...

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,...

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...

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...

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...

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...

Aug 2025
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Manager

Culture

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

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...

Aug 2025
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VP/Other Executive

Loyalty

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

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...

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...

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...

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...

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...

Aug 2025
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Manager

Relationship

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

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...

Aug 2025
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Manager

Product

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

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...

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...

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...

Aug 2025
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Manager

Relationship, Product

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

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...

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...

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...

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...

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...

Jul 2025
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Director

Relationship, Product

The data capabilities that this vendor has set them apart. They innovate every year. We have been...

Jul 2025
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Director

Relationship, Product

The key strengths of Machinify are twofold. Their data mining is strong, and that is something they...

Jul 2025
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Director

Product

The biggest advice I would have for someone looking to work with Machinify is the more data we can...

Jul 2025
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Director

Relationship

Machinify delivers on what they promise. They give us active projections every year. They usually...

Jul 2025
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Director

Value

Machinify is paid on a percentage of what they bring in, so our interests are very much aligned. The...

Jul 2025
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Director

Product

The online portal that we use could be a little more user-friendly. It isn't bad by any means, but...

Jul 2025
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Director

Relationship, Product

Machinify does data mining and identifies third-party liability for a medical or pharmacy claim that...

Jul 2025
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VP/Other Executive

Operations

With respect to the litigation services that Machinify provides, there is not much that is required...

Jul 2025
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VP/Other Executive

Relationship, Product

We are not a premier Machinify client, like one of the big payers. I'm 100% sure that if Machinify...

Jul 2025
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VP/Other Executive

Relationship

One of the key strengths of Machinify is the customer service. They have an old-fashioned approach...

Jul 2025
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VP/Other Executive

Relationship

We have procured the service from Machinify multiple times, and they have always been the choice...

Jul 2025
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VP/Other Executive

Relationship

The outcomes that we expect from Machinify are twofold. One is best-in-class financial-recovery...

Jul 2025
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Director

Loyalty

Machinify identifies postpaid claims where the DRGs on the claim indicate potential for high...

Jul 2025
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Director

Loyalty

Originally, we were working with another vendor that was acquired by Apixio. The primary reason we...

Jul 2025
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Director

Relationship

Once private equity gets in with a vendor, the focus becomes more on them wanting to see our money...

Jul 2025
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Director

Loyalty

With recent upgrades for Machinify, we learned rather abruptly that the vendor was moving onto the...

Jul 2025
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VP/Other Executive

Loyalty

The reasons we picked Machinify were their advanced capabilities with NLP and large language models...

Jul 2025
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VP/Other Executive

Loyalty, Product

The number-one pitfall we had in implementing Machinify was the slow process of trying to identify...

Jul 2025
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VP/Other Executive

Relationship, Product

I have executive involvement with other vendors but not with Machinify. They review the medical...

Jul 2025
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VP/Other Executive

Relationship

I would tell the customer to make sure the in-house technology team that supports them is ready to...

Jul 2025
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VP/Other Executive

Relationship, Product

The vendor could help to battle the AI-coded medical records. What I mean by that is the providers...

Jul 2025
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VP/Other Executive

Loyalty, Relationship

I expect my satisfaction to be higher a year from now since the vendor is engaging differently and...

Jul 2025
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VP/Other Executive

Product, Value

The coordination of benefits and the third-party liability division are the vendor's key strengths....

Jul 2025
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VP/Other Executive

Product

Machinify has the best AI technology that I can find. We ran a couple of pilots with them and with...

Jul 2025
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VP/Other Executive

Value

We expected higher savings with less provider abrasion, and we are achieving that.

Jul 2025
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Director

Relationship, Product

Machinify collects data from our health plan and uses it to flag potential subrogation cases,...

Jul 2025
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Director

Product

Vendors like Machinify need to show where AI is integrated into their program, how it helps improve...

Jul 2025
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Director

Relationship, Product

I haven't seen bullish proactive conversations about the future state or future problems regarding...

Jul 2025
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Director

Relationship

Machinify has the right people. They always have people readily available and on calls.

Jul 2025
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Director

Relationship

We would tell other organizations that want to be successful with Machinify to have the vendor take...

Jul 2025
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Director

Relationship

Machinify is very responsive. The group that we work with from Machinify is very strong. We have...

Jul 2025
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Director

Value

With everybody being laser-focused on cost, I really only hear about the cost of the Machinify's solution....

Jul 2025
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Director

Loyalty

The only constructive feedback that I would give is about the merger. Rawlings has a very reputable...

Jul 2025
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Director

Relationship, Product

Machinify is very good at identification. We had a situation where we misinterpreted a regulation,...

Jul 2025
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Director

Product

We are happy with the technology we have, but I am unaware of any new technology because we just...

Jul 2025
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VP/Other Executive

Value

With Machinify's post-pay solutions, the outcomes we are expecting are recovery goals and forecasts....

Jul 2025
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VP/Other Executive

Relationship

What sets Machinify apart compared to our other vendors is that they are very responsive,...

Jul 2025
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VP/Other Executive

Product

Machinify is able to run the solution, and the system doesn't require a lot of integration or...

Jul 2025
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VP/Other Executive

Relationship, Operations

The advice I would give a customer implementing Machinify is to make sure that they have the tech...

Jul 2025
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VP/Other Executive

Product

I'm not aware that we have access to something like a real-time reporting dashboard in Machinify as...

Jul 2025
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VP/Other Executive

Loyalty

We have been building a lot of internal functions and people at our organization, and we really...

Jul 2025
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Director

Loyalty, Relationship

We have been with Machinify for many years, so we have a long history and relationship with them,...

Jul 2025
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Director

Operations

The advice I would give a customer who is implementing Machinify to be successful would be to be...

Jul 2025
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Director

Product

We send pre- and post-pay claims data to Machinify, and from there, they mine the data to identify...

Jul 2025
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Director

Relationship

To ensure continuity of services, Machinify needs to proceed with caution when making changes to a...

Jul 2025
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Manager

Relationship

During the transition from Rawlings to Machinify, Rawlings made some promises to me, and we changed...

Jul 2025
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Manager

Relationship, Product

Machinify is the expert in subrogation. They know every state, and they know their stuff. I can’t...

Jul 2025
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Manager

Product

For me, the solution's ease of use is great. I don’t have to do much. If I need anything, Machinify...

Jul 2025
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Manager

Relationship

The vendor has amazing people who help us out. I appreciate that Machinify is ready to meet us where...

Jul 2025
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Manager

Relationship

Machinify has great suggestions, and I believe in their ideas, but they shouldn't leave me hanging....

Jul 2025
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Manager

Product

I have people who weren’t originally intended to do subrogation who are now doing full-time data...

Jul 2025
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