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Machinify (Pre-Payment Solutions) Commentary
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Subject Expert
Jennifer Hickenlooper
Engagement Partner
KLAS Engagement Partner - Jennifer Hickenlooper
 

Commentary Summary

Comment Type Breakout

Positive
Neutral
Negative
0%
100%
 
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User Commentary

How to read commentary tags
1Comment Tone

What feeling does this excerpt express?

Based only on this individual comment—not the respondent's overall evaluation.

  • Positive
  • Neutral
  • Negative
2Pillars

What is this excerpt about?

One comment can relate to more than one customer-experience area.

Culture
Promises, expectations, and proactive service
Loyalty
Satisfaction, recommendation, buying again, and long-term plans
Operations
Training, implementation, and ease of use
Product
Quality, capabilities, integration, and new technology
Relationship
Support, partnership, and executive involvement
Value
Money's worth, fair charging, outcomes, and expectations
3Evaluation

How satisfied is the respondent overall?

The category comes from their Overall Score—not from the tone of this excerpt.

Software
90+
Very Satisfied
70–89.9
Satisfied
Below 70
Dissatisfied
Services
90+
Very Satisfied
80–89.9
Satisfied
Below 80
Dissatisfied
Why tags may differ: A very satisfied respondent can still share a negative comment about one specific issue.
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Director

Things have actually been pretty consistent with the vendor, and I appreciate that. We've got a good...

Comment Tone Positive
Pillars Relationship
Evaluation Unrated

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Director

I have the information and the cases that come back in arbitration, but those aren't Machinify's...

Comment Tone Negative
Pillars Product
Evaluation Unrated

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Director

We have an API integration in place, and there are still times when the systems do not communicate...

Comment Tone Negative
Pillars Loyalty, Product
Evaluation Unrated

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Director

I have to look at things from an enterprise, cross-functional lens, not just my own perspective. If...

Comment Tone Negative
Pillars Culture
Evaluation Unrated

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Director

We haven’t been trained in so many years because we’ve been on the same platform. When changes do...

Comment Tone Positive
Pillars Operations
Evaluation Unrated

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Director

I appreciate the vendor's communication. I appreciate that they don't have a sales pitch. They just...

Comment Tone Positive
Pillars Culture
Evaluation Unrated

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Director

When it comes to support, we sometimes have some delays with tickets and things of that nature.

Comment Tone Negative
Pillars Relationship
Evaluation Unrated

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Director

We are in a limbo space where the vendor is trying to get their AI up and running. I'm not ready for...

Comment Tone Negative
Pillars Loyalty, Product
Evaluation Unrated

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Director

The product speaks for itself. The people I work with from Machinify are very pragmatic. They want...

Comment Tone Positive
Pillars Relationship
Evaluation Unrated

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Director

I do get a little worried about the pace of growth because Machinify seems to be taking up so much...

Comment Tone Negative
Pillars Relationship, Product
Evaluation Unrated

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Director

I'm cautious and want to see proof of something before I sign up. Payers are way behind providers in...

Comment Tone Negative
Pillars Product
Evaluation Unrated

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Director

Machinify educates us, and then we educate the providers. They're invaluable in that process....

Comment Tone Positive
Pillars Relationship
Evaluation Unrated

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Director

When we initially set up Machinify, we had some gaps in coding. They had missed some provider files,...

Comment Tone Positive
Pillars Relationship, Operations, Product
Evaluation Unrated

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Director

Machinify is constantly bringing us new capabilities.

Comment Tone Positive
Pillars Relationship, Product
Evaluation Unrated

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Director

After the implementation, when we were working with Machinify to fix bugs, if I told them something...

Comment Tone Positive
Pillars Relationship, Operations
Evaluation Unrated

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VP/Other Executive

Part of this is us, to be honest, but I do think that there are some ways we could probably do...

Comment Tone Negative
Pillars Product
Evaluation Unrated

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VP/Other Executive

I will definitely give the DRG functionality a high rating. It's a star product. We didn't have a...

Comment Tone Positive
Pillars Product
Evaluation Unrated

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VP/Other Executive

I don't think I've ever seen Machinify's road map, and that's surprising to me. I know they've done...

Comment Tone Negative
Pillars Relationship, Product
Evaluation Unrated

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VP/Other Executive

Because it is prepay, there's an inherent provider abrasion because we're holding up claims a little...

Comment Tone Positive
Pillars Product, Value
Evaluation Unrated

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VP/Other Executive

For DRG, Machinify is awesome. This is a very strong product for the DRG space. Because the prepay...

Comment Tone Positive
Pillars Product
Evaluation Unrated

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VP/Other Executive

We started using Machinify for prepay for DRGs recently. They surpassed our expectations. I don't...

Comment Tone Positive
Pillars Product
Evaluation Unrated

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VP/Other Executive

Prepay is hard. Prepay is hard with any payer because of the clock. There's a time component that's...

Comment Tone Negative
Pillars Loyalty, Product
Evaluation Unrated

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Director

For prepayment services in the pharmacy area, Machinify is taking our eligibility data, determining...

Comment Tone Positive
Pillars Product
Evaluation Unrated

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Director

Machnify has been very accommodating in terms of adopting some of our file formats and data...

Comment Tone Positive
Pillars Operations
Evaluation Unrated

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Director

Machinify is very good about sharing their vision, particularly around leveraging AI and getting out...

Comment Tone Positive
Pillars Relationship, Product
Evaluation Unrated

 or  to see details.

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