Latest / Becker’s Healthcare Podcast / How Health Systems Can Validate ROI and Successfully Scale Ambient AI Solutions from Pilot Programs to Enterprise-Wide Impact
Transcript
- 0:00Hi, everyone. This is Lucas Voss with Becker's
- 0:02Healthcare. Thanks so much for tuning in to
- 0:04the Becker's Healthcare podcast series. It's great to
- 0:07have you. Today, we're talking about how health
- 0:09systems
- 0:10can validate ROI and successfully
- 0:12scale Ambient AI solutions from pilot programs to
- 0:16enterprise wide impact.
- 0:19And joining me for today's discussion, very excited
- 0:21to have him, is Mac Border, revenue cycle
- 0:23management and business solutions research director at Klas
- 0:26Research, and Josh Margulies,
- 0:28VP of brand advocacy at Suki dot ai.
- 0:32Josh and Mac, it's so great to have
- 0:34you both. Thanks so much for taking some
- 0:35time to be here.
- 0:37Thanks for having us, Lucas. This is great.
- 0:39Yeah. Glad to be here.
- 0:41Absolutely. Mac, I wanna start us off with
- 0:43you,
- 0:44again, classes
- 0:45known around the health care space for that
- 0:49research,
- 0:49trusted independent voice, specifically in health care IT,
- 0:53obviously.
- 0:54I wanna know why third party ROI validation
- 0:58is so important right now, especially when we're
- 1:01looking at this crowded ambient AR market.
- 1:05Yeah. It's a great question, Lucas. And frankly,
- 1:07it's the question I get asked probably the
- 1:09most in the last six months or so,
- 1:11six to eight months, from CMIOs, CIOs, but
- 1:14also, of course, CFOs who are probably the
- 1:16most concerned with the fiduciary aspect of, you
- 1:18know, any implementation.
- 1:20They're all asking the same thing. We understand
- 1:22that the AmbienteI,
- 1:24at this point, it's relatively understood in it.
- 1:26The the adoption is very positive.
- 1:29The,
- 1:30reception from clinician users, physician users are very
- 1:32positive, very high, and we can talk about
- 1:34some of those those reasons in a moment.
- 1:36But, generally, that's understood.
- 1:38What is less understood and is just as
- 1:40important is what are the financial, operational, clinical,
- 1:44and patient benefits
- 1:46where we can draw that causative and correlative
- 1:48link correlative link between the adoption of these
- 1:51tools, the implementation of them properly,
- 1:53and the ROI. Like, what can we draw
- 1:55and what are the specifics about it? So
- 1:57that's one of the number one things that
- 1:59I'm being asked about at class. And so
- 2:01this study with Suki, which was again with,
- 2:04McLeod Health, FMOL Health, and Rush University
- 2:07was so essential because it gives you the
- 2:10perspective across
- 2:11very different health systems, but very strong health
- 2:14systems. All of these teams are excellent organizations,
- 2:17already performing and doing well.
- 2:18And to be able to see what they're
- 2:20doing from good to great, I think that
- 2:21was, one of the one of the key
- 2:23findings of the study that we were trying
- 2:25to put together.
- 2:26And it's so crucial be because it informs
- 2:28future strategy. It it makes it has such
- 2:31an impact on the future of these organizations.
- 2:33And I I do wanna go into a
- 2:34little bit more detail
- 2:36on this recent research you've mentioned. Again, there's
- 2:38some striking numbers in there. 65% reduction in
- 2:40after hours documentation time, over a thousand dollars
- 2:43in monthly revenue lift per provider.
- 2:46And, Josh, I'll I'll start off with you
- 2:48on this one. What surprised you most when
- 2:51you looked at those findings across FMLA Health,
- 2:53McLeod Health, and Rush University?
- 2:56Yeah. There's there's a couple things. I mean,
- 2:57I think the obvious ones are, you know,
- 3:00reduction in time and note and getting the
- 3:02the seven day note closure down, and and
- 3:04those things are are massive. But the the
- 3:06two that jump out to me are, one,
- 3:08the the revenue generated per clinician,
- 3:11because
- 3:12a lot of these health systems went into
- 3:15this this,
- 3:17pilot or this project
- 3:18just to try to help clinicians. Right? And
- 3:21I I know the CMIO really well at
- 3:24McLeod, doctor Frost, and he was like, you
- 3:26know, our goal is just to break even.
- 3:28That was our hope. Right? We wanted to
- 3:30improve the lives of clinicians. We wanna break
- 3:32even. And the fact that they can attribute,
- 3:34you know, somewhere between a thousand and $2,600
- 3:37a month per clinician
- 3:39is of additional ROI is just incredible. Right?
- 3:42It's really kind of the the un it
- 3:44was the unexpected
- 3:45benefit that that we love to see. The
- 3:48other side of that that I think I'm
- 3:50most excited about personally is the patient satisfaction
- 3:52numbers. So this was a really interesting one
- 3:55that they do patient satisfaction through a third
- 3:58party. And
- 3:59they said at best, when we make changes,
- 4:01we get a 1% bump in something. But
- 4:04they got a 6% increase in probably the
- 4:06two most important questions that are asked of
- 4:08patients. Do you trust your provider, and did
- 4:11you feel heard? Right? And those two things
- 4:13went up between five and a half and
- 4:14six and a half percent, and they said
- 4:16we've never seen that. In the history of
- 4:18doing these surveys, we've never seen that. And
- 4:20it just goes to show you the value
- 4:22of
- 4:23eye contact, the value of treating patients like
- 4:26humans. Right? And pay clinicians
- 4:29want
- 4:30to be eye to eye, knee to knee.
- 4:31It was always their goal. They they got
- 4:33into this profession as a calling because they
- 4:35care deeply about healing people, and all the
- 4:37administrative tasks took them away from that. And
- 4:40so it's so awesome to see that while
- 4:42this this tool was created for clinicians,
- 4:46the biggest outcome is not just clinicians, but
- 4:48it's patient care and patient satisfaction. And that
- 4:51that's super rewarding.
- 4:53Yeah. Again, it's that trickle down effect. Right?
- 4:55That Mac talked about it in in the
- 4:57beginning of our conversation here. Right? How important
- 4:59it is to be able to validate all
- 5:00of this and being able to to connect
- 5:02the dots to some of these things. Mac,
- 5:04I'd love to know too, was there anything
- 5:06that stuck out to you when you were
- 5:07looking at the numbers and the research?
- 5:10Yeah. For sure, Luis. So as we looked
- 5:11at the three different organizations, and again, they're
- 5:14all very different, all very excellent teams, but
- 5:17they came, at the pilots differently. They engaged
- 5:20their own teams internally differently.
- 5:22So anything that showed up across all three
- 5:25systems, that really stood out to me. And
- 5:27one of those beyond time savings, which all
- 5:29three organizations reported, we also saw improved documentation
- 5:32or coding uplift. So the improved E and
- 5:34M coding,
- 5:35people think again about the documentation being complete
- 5:38and accurate, and it needs to be not
- 5:40just for the most important thing, which is,
- 5:42again, patient outcomes ensuring
- 5:44we don't, miss misread something or give an
- 5:47order incorrectly for a medication. That's essential as
- 5:49we can all agree. We're all patients. We
- 5:51all understand that need. But I think the
- 5:53improvement in documentation and coding
- 5:56wasn't again, to to Josh's point, it maybe
- 5:58wasn't the top priority for a lot of
- 6:00these teams. But once they saw that impact,
- 6:02that downstream impact through the revenue cycle process
- 6:05and and all the way through to billing,
- 6:07it becomes then, wow, we can actually draw
- 6:10direct engagement here. And, again, all three teams,
- 6:13McCloud, Rush, FMOL,
- 6:14all reported
- 6:16improved documentation and coding uplift. So anything that
- 6:18stood out to me those those are couple
- 6:20of things that stood out to me. There
- 6:22were some other things as well if we
- 6:23had time, but I think really those were
- 6:25the two that you wanna see across all
- 6:27three very different systems.
- 6:29That to me stands out, and that becomes
- 6:31really impactful.
- 6:32It's that red through line for all of
- 6:34them, which is so crucial. Again, it shows
- 6:35the impact.
- 6:36It's clearly there. And, Josh, I I wanna
- 6:39talk a little bit more specifically about about
- 6:41Suki and and some of the achievements that
- 6:43that you've made here through throughout your time
- 6:45there. And and certainly, again, we see a
- 6:48lot of health systems
- 6:50running ambient AI pilots. Right? We know they're
- 6:53popular. Everybody's trying them.
- 6:55But, again, a lot of these organizations struggle
- 6:58to then actually say, okay. It's kinda worked,
- 7:01but there's really no enterprise wide
- 7:03business case or or scalable impact. Right? From
- 7:06Suki's perspective, from your perspective, right, how did
- 7:10Suki's customers then make that leap to say,
- 7:12okay. This is scalable. It's making an enterprise
- 7:14wide impact. And what did they do differently
- 7:17to get those outcomes?
- 7:19Yeah. It's a there's a lot, to unpack
- 7:22with that question. It's a it's a great
- 7:23question.
- 7:24I think there's a there's a couple things
- 7:26that that jump out to me.
- 7:29First, I think that one of the things
- 7:31I I've been most proud of with Suki
- 7:34is that we are very, very much a
- 7:37clinician first organization.
- 7:39Right? And and we show that in a
- 7:40lot of ways. One of which is we
- 7:42have an incredible customer success team that goes
- 7:44on-site
- 7:45that, you know, goes to the elbow of
- 7:47these people. Because what people don't realize is
- 7:49that you're not just giving them a new
- 7:51technology. This is change management. They're gonna change
- 7:54a little bit about the way that they
- 7:55practice, and that's hard. That's scary to clinicians.
- 7:58Most of them are allergic to change. Right?
- 8:01And so you can't just hand them a
- 8:03technology, even if it's the best technology, and
- 8:05say, hey. Go use this. They'll push you
- 8:07away. Right? There's a great cartoon that I've
- 8:09seen, and it was like a a doctor
- 8:11pushing a wheelbarrow
- 8:13up a hill
- 8:14with square wheels, and there's an inventor with
- 8:17the wheel, the actual circle wheel next to
- 8:19him and be like, hey. I have this
- 8:20great tool. And And they're like, sorry. I'm
- 8:22too busy to look at that. Right? That's
- 8:24like clinicians when you'd come to, like, technology
- 8:26because they've been overpromised and underdelivered
- 8:29for so long that they don't inherently trust.
- 8:32And so the first thing is you have
- 8:34to work
- 8:35tirelessly with the clinicians. You have to build
- 8:37clinical champions. You have to build people willing
- 8:40to record a testimonial that they can share
- 8:42with the rest of their their their contacts
- 8:45in the organization.
- 8:46You have to have strong support from leadership.
- 8:48Like, one of the the through lines for
- 8:50these three organizations, Rush, McLeod,
- 8:53and FML, amazing, amazing leadership team. The CMIOs,
- 8:57the CIOs, the CTOs, like, they were fully
- 9:00invested, fully fully on board. It started at
- 9:02the top, and it trickled down through the
- 9:04organization, and you can't replicate that. Right? Like,
- 9:06that's really hard. The thing that I the
- 9:08other thing I think that sets, you know,
- 9:11Suki apart a little bit is that we
- 9:12never consider ourselves a vendor. And maybe this
- 9:14is a cheesy line, but, like, we genuinely
- 9:17partner with these health systems to be their
- 9:20AI partner for the next five years. Our
- 9:22goal is not to sell them an AmbientScribe
- 9:24or Ambient AI. That wasn't what we were
- 9:26ever building. We were always building an Ambient,
- 9:29AI assistant that would help them in all
- 9:32different types of,
- 9:34administrative tasks. And so when we were pitching
- 9:37to them, it wasn't like, hey. Here's our
- 9:39point solution. You should adopt it. It was,
- 9:41you're gonna need an AI partner that sits
- 9:44at the absolute, like, bleeding edge of tech
- 9:46and health care, and we can be that
- 9:48partner with you starting with Ambien
- 9:51AI, moving to rev cycle, you know, assisted
- 9:53rev cycle, moving to clinical decision support and
- 9:57things like that because that's where AI is
- 9:59going. And so I think we tried to
- 10:01paint a bigger vision than just sell them
- 10:03what they were looking for that day. And
- 10:05I think that helped get kind of buy
- 10:07in and belief that we weren't gonna be
- 10:09just today's solution. We were gonna be their
- 10:11partner as this kind of AI world explodes
- 10:14over the next five years.
- 10:16Mac, I wanna turn this around a little
- 10:18bit too because, again, Josh just spoke about
- 10:20the importance of that partnership piece. Right? From
- 10:23classes perspective, from your perspective, from a research
- 10:26perspective, right, what questions should health systems be
- 10:30asking them?
- 10:31We should be asking partners that most of
- 10:33them aren't asking.
- 10:35You know, one of the things that hindsight
- 10:37is twenty twenty is one of my favorite
- 10:39phrases. Right? It's easy to look back and
- 10:41say, well, we should have done this or
- 10:42we could have done that. That's where I
- 10:44I hope class comes in because we aggregate
- 10:46the real and then try to provide that
- 10:48back, and that's exactly what this ROI state
- 10:50is trying to do. Right? And our other
- 10:52research is to say, k. This is what
- 10:53other teams have done. Here's the mistakes
- 10:56that may have been made or here's the
- 10:57missteps, let's say, and I think in good
- 10:59faith. But at the same time, we we
- 11:01also need to validate the positive. So, a
- 11:03couple of just quick thoughts there. As you're
- 11:06assessing working with any organization or vendor, you
- 11:09need to look at them from a long
- 11:10term perspective.
- 11:12Are they are they a partner? And, Josh,
- 11:14you talked about this earlier. We've seen this
- 11:16with Suki's data.
- 11:17People view Suki as a partner. There are
- 11:19other teams, obviously. This is a very crowded
- 11:21marketplace, so to speak. There's,
- 11:23freemium solutions. There's other solutions from large
- 11:27organizations, etcetera.
- 11:29EHRs are introducing different technologies. And so as
- 11:32you're looking at,
- 11:33the teams you're engaging with, you need to
- 11:35be looking at the long term play. Who
- 11:38is really articulating a clear roadmap?
- 11:40Who is has a beyond the note functionalities?
- 11:44Who's kinda coming to you and saying, we're
- 11:46not just here for you today, we're here
- 11:48for you tomorrow and the future. And I
- 11:50think that that is something that a lot
- 11:51of teams are aware of, but it's hard
- 11:53to kinda filter that out. So ask hard
- 11:55questions. Ask the teams that you're engaging with.
- 11:58Where are you today? Great. What the we
- 12:00wanna talk with the reference customer. We'll go
- 12:02to class or other sources and get our
- 12:04data. But where are you going? And make
- 12:06sure that you are aligned
- 12:08with that vision because where the vendor wants
- 12:10to go may not be where you want
- 12:11to go or may not be as helpful
- 12:13for you. So I think that that groundwork
- 12:15is so that groundwork
- 12:17has to be developed
- 12:19so that as you move forward together, you
- 12:21have better outcomes and you have realistic time
- 12:23frames for deliverables, things like that. One other
- 12:26quick thing I'll share and and Josh, you
- 12:27touched on this a little bit. I think
- 12:29it's absolutely essential as well as you're looking
- 12:31at piloting a solution and scaling a solution.
- 12:34You've got to be really mindful of the
- 12:36milieu of the people that are part of
- 12:38that. That whether you're doing tranches of providers
- 12:41in different specialties
- 12:42and you're going live with different groups, make
- 12:44sure it's a healthy mix of
- 12:47excited people, technophiles, early adopters, volunteers, people at
- 12:50risk of burnout, people not at risk of
- 12:52burnout because that way you're gonna get a
- 12:54really fair holistic view of the actual impact
- 12:57of these tools as you pilot and then
- 12:59go to scale. So and and this is
- 13:01again something we saw through this study.
- 13:03McLeod and others, they look really closely at
- 13:05that for their own process, and I can
- 13:07say that those are some best that will
- 13:09set you for success. Just wanted to touch
- 13:11on on two of those things real quick.
- 13:13One,
- 13:14Mac, I think, you know, as you just
- 13:16mentioned,
- 13:17the who you choose kind of at each
- 13:20cohort,
- 13:21of the organization is is critically important.
- 13:24And I think, McLeod would go so far
- 13:26as to tell you they chose wrong at
- 13:28the beginning.
- 13:29Right? Because they actually only wanted to give
- 13:31this to their most efficient providers
- 13:34because they were the ones who
- 13:36kind of could earn it or whatever it
- 13:38was. Right? Or that that's who they thought
- 13:40would adopt it. But what's really interesting is
- 13:42that they found that there's no silver bullet.
- 13:44There's no there's no guarantee of who it'll
- 13:47work for and who it won't. It really
- 13:48is a a kind of a personal preference.
- 13:50And so you don't wanna be too specific
- 13:53about your your your core kind of test
- 13:55group. You wanna make sure you're testing it
- 13:57all throughout the organization to make sure that
- 13:59you're kind of seeing the the broader scope.
- 14:02The other thing that that I thought was
- 14:04interesting, Matt, that that you were touching on
- 14:08is what is it that the company or
- 14:10the partner is doing today and what are
- 14:12they not? And I bring this up because
- 14:14one of kind of the ethos of Suki
- 14:16has been to be very humble and be
- 14:18very transparent. Because in tech, there's nothing worse
- 14:21than overpromising and under delivering. And one of
- 14:23the things that I love about our founders,
- 14:24he'll go to a health system and say,
- 14:26hey. Here's where we are today.
- 14:29Here's where we're not today, but here's where
- 14:31we're going. And I think that that's kind
- 14:32of a breath of fresh air because there's
- 14:34a lot of people today saying, hey. We
- 14:36have nursing figured out.
- 14:38I call BS. They don't. Nursing is so
- 14:40difficult and so different from Ambient AI for
- 14:44clinicians,
- 14:45but everyone wants to say that they have
- 14:46it. We could say we have it, but
- 14:48we haven't gotten it all figured out. We're
- 14:50building it. We're partnering with teams. We're trying
- 14:53to get it to where it's as good
- 14:54as where it is for clinicians, but we
- 14:56won't overpromise that. And I think that's really
- 14:58critical in this space right now because AI
- 15:00is going so fast. People will believe anything
- 15:02you tell them.
- 15:04And I just wanted to tack onto that
- 15:05too because you both have talked about the
- 15:07partnership piece. And I think, again, as you've
- 15:08just said, because the space moves so fast,
- 15:12specifically around technology and AI, something that's true
- 15:15today might not be true
- 15:18again tomorrow. Right? So you need a partner,
- 15:20I feel like, that understands that and understands
- 15:22that it needs to move within the organization.
- 15:24Mac, you touched on that. It needs to
- 15:26be somebody that really knows, okay, this is
- 15:27how we're moving, which is so crucial.
- 15:30And, Josh, I I do wanna spend just
- 15:32a little bit more time on some of
- 15:33these challenges. Right? You you've touched on it
- 15:35just now, some of the challenges that organizations
- 15:38may be facing that do really wanna do
- 15:39this. They know this is beneficial. They know
- 15:41they need this right. They are doing it.
- 15:44What are some of those biggest operational and
- 15:46change management challenges that they should be prepared
- 15:49for right now?
- 15:50So I'm gonna answer this in a little
- 15:52bit of a different way because what's interesting
- 15:55is I feel like almost everyone has tried
- 15:56it at this point. The problem is if
- 15:58you tried it two years ago, you might
- 15:59as well have not tried it because it's
- 16:01a completely different product. Right? And what I'm
- 16:03seeing is a lot of these health systems
- 16:05who tried it and it didn't take and
- 16:07it didn't work felt like,
- 16:09well, this isn't gonna work for us. The
- 16:11truth of the matter is the product has
- 16:13gone and gotten so much better. Think about
- 16:15it in your personal life. So two years
- 16:17ago, if I use ChatGPT, it was, like,
- 16:19for random things. Now I don't go a
- 16:22day without using ChatGPT or Claude or any
- 16:25of these things, and they become a part
- 16:26of your, like, lifeblood. You need them. But
- 16:28it wasn't like that two years ago. The
- 16:30software wasn't good enough. Right? So, yeah, did
- 16:32it show some benefits? Absolutely. But it wasn't
- 16:35where it is today. So part of it
- 16:36is overcoming
- 16:37this bias of, like, I tried it. It
- 16:39wasn't great. The other thing that I always
- 16:41try to be really clear is this is
- 16:42not a silver bullet. This isn't gonna all
- 16:44of a sudden make your clinicians
- 16:46super happy regardless of everything else out there.
- 16:49I think if people believe that this is,
- 16:51like, the perfect tool, then they're disappointed. But
- 16:53if you say, hey. I can save you
- 16:5530%
- 16:56of your time, or I can let you
- 16:58go home on time at the end of
- 16:59the day and spend time with your family,
- 17:01that's more realistic. And then they'll start to
- 17:03build on it, and they'll start to learn
- 17:04it, and they'll start to get more and
- 17:05more out of it. So I think being
- 17:07realistic about it is really important.
- 17:10Getting buy in from the right people because
- 17:12oftentimes,
- 17:13the the biggest challenge, right, and I think
- 17:15Mac talked about this with CFOs, is that
- 17:17the first question is how are we gonna
- 17:19pay for this?
- 17:20And if you go with how are we
- 17:21gonna pay for this, you're thinking of it
- 17:23as a cost center. The truth of the
- 17:25matter is this is a revenue driver,
- 17:27but it's not framed as a revenue driver
- 17:28because it's a new technology. Every new technology
- 17:31is kind of thought of as a as
- 17:33a cost.
- 17:34Right? But the truth is you almost can't
- 17:36not make money using Ambien AI, whether it's
- 17:38in seeing more patients, saving more clinicians,
- 17:41you know, whatever,
- 17:42having,
- 17:43you know, better patient satisfaction scores,
- 17:46improving coding.
- 17:48There's a million ways to make money, and
- 17:50the software price has gone down so significantly
- 17:53over the last two years that, like, it
- 17:55it should be a no brainer.
- 17:57But people still see the upfront cost. Right?
- 17:59And so getting them over that. One thing
- 18:01Suki did that I think was smart was
- 18:03we did utilization based pricing. So instead of
- 18:05charging for seat licenses like you get with
- 18:08a a DMO and things like that where
- 18:09it's hard because a $200, $300, if you
- 18:12wanna do that for the enterprise, nobody can
- 18:14afford that. We charge a very, very small
- 18:17amount on the upfront to turn the lights
- 18:18on, and then it's just you pay for
- 18:20what you use. Right? So if a clinician
- 18:22works one day a week, they use it
- 18:2420 times a month. It's not costing them
- 18:26very much. But if a clinician uses it
- 18:28every day, 30 times a day, there's it's
- 18:31it's cut it's it's capped at a certain
- 18:33number, so they're not spending a fortune either.
- 18:35So either way, you're getting value out of
- 18:37it. And I think those are some of
- 18:38the ways you have to look at this
- 18:39and overcome the inherent challenges that are there.
- 18:42Yeah. Have the conversation. Right? Explain it to
- 18:45people, educate people, which is so crucial from
- 18:46a change management perspective.
- 18:48Mac and Josh, it's so fantastic to have
- 18:50you both on. What a great conversation. This
- 18:52is fantastic.
- 18:53Anything else you wanna share that that comes
- 18:55to mind that we haven't touched on? Anything
- 18:57else that you think might be important? Mac,
- 18:58I'll I'll start off with you.
- 19:00Just just the takeaway here is that, again,
- 19:03we and and Josh has talked about this
- 19:05a couple of times and so appreciate servicing
- 19:06this. Lucas, anyone who's listening, you've got to
- 19:09be looking closely, and I don't need to
- 19:11tell health systems this. Everybody's looking at their
- 19:14budgets. Right? Everyone's looking at cost.
- 19:17You framing this as a as a positive
- 19:20net generation across a lot of different areas,
- 19:22whether it's coding uplift, whether it's, again, patient
- 19:25pre voluntary patient increased visits, etcetera,
- 19:28work RBUs, dollar per, you know, dollars per
- 19:30clinician increase.
- 19:32Those are things that you need to be
- 19:33able to have and be armed with so
- 19:35that you can have those conversations as an
- 19:36organization with your CMI or CFO,
- 19:39as a leadership team and implementation team to
- 19:42make sure that you are going into this
- 19:43eyes wide open, expecting what it can do
- 19:45and just as importantly what it can't, but
- 19:47then to be able to have that validation,
- 19:49I think that's really critical. I the rush
- 19:51to
- 19:52me too, I've gotta have this also is
- 19:54is real, But doing it in a very
- 19:57deliberate way and looking at teams like Suki
- 19:59that have validated ROI,
- 20:01to me, is is
- 20:03worth the time, worth the time to review
- 20:04the report, worth the time to engage.
- 20:06Yeah. Josh, anything else to add here? Yeah.
- 20:09Just quickly. I mean, I think look under
- 20:10the hood. Right? Get under the hood of
- 20:12the the company that you're partnering with because
- 20:15this is not a one year partnership or
- 20:16a two year partnership. This is the next
- 20:18five to ten years. Right? Health systems
- 20:21are going to adopt AI en masse if
- 20:23they haven't already. I could bet all the
- 20:25money in in the world that it will
- 20:26happen because it has to happen. It's the
- 20:28only thing that can potentially
- 20:30help alleviate the crisis that we have of
- 20:33doctor shortages, right, and patient access. And so
- 20:36make sure that you're partnering with a company
- 20:39that has built an AI native product and
- 20:41isn't just bolting on
- 20:43additional tools that they can then sell. It's
- 20:45critical that the infrastructure of the company that
- 20:48you're partnering with is AI, and it's built
- 20:51for the future as opposed to what's available
- 20:53today.
- 20:54That would just be my recommendation because, you
- 20:56know, everyone says the same thing. Everybody states
- 20:59almost the same facts. It's impossible to stand
- 21:01out. But the the companies that really do
- 21:04their due diligence and get under the hood
- 21:05and understand the AI, they're the ones who
- 21:08are gonna be successful over the next few
- 21:10years.
- 21:11Josh and Mac, we certainly had round wheels
- 21:13on our wheelbarrow today. I don't feel like
- 21:15we have the square wheels on, so that's
- 21:17great. I wanna thank you both again for
- 21:18your insights today. We also want to thank
- 21:20our podcast sponsor, Suki, for bringing us together
- 21:23for this conversation.
- 21:24So great to have them. You can tune
- 21:26in to more podcasts from Becker's Healthcare by
- 21:28visiting our podcast page at beckershospitalreview.com.