[
  {
    "start": 0.06,
    "end": 6.62,
    "text": "This episode is provided by Thomas Allgaier and Freeness, based on the most relevant LinkedIn posts on health tech in CW."
  },
  {
    "start": 6.7,
    "end": 7.9,
    "text": "forty two and forty three."
  },
  {
    "start": 8.46,
    "end": 14.02,
    "text": "Freeness equips product and strategy teams with market and competitive intelligence to navigate the health tech landscape."
  },
  {
    "start": 14.6,
    "end": 15.86,
    "text": "Welcome to the deep dive."
  },
  {
    "start": 16.52,
    "end": 20.88,
    "text": "This week we're digging into the health tech activity that really stood out on LinkedIn over calendar weeks."
  },
  {
    "start": 20.96,
    "end": 21.98,
    "text": "forty two and forty three."
  },
  {
    "start": 22.74,
    "end": 24.18,
    "text": "And what really jumped out at me."
  },
  {
    "start": 24.74,
    "end": 27.36,
    "text": "It feels like we've moved past the purely theoretical stuff."
  },
  {
    "start": 28.04,
    "end": 30.16,
    "text": "The big theme seems to be practical integration."
  },
  {
    "start": 30.82,
    "end": 35.46,
    "text": "You know, actually embedding intelligence, embedding automation right into the clinical workflow now."
  },
  {
    "start": 35.7,
    "end": 36.36,
    "text": "That's spot on."
  },
  {
    "start": 36.54,
    "end": 39.54,
    "text": "The focus is definitely shifting towards, well, operational results."
  },
  {
    "start": 40.1,
    "end": 40.76,
    "text": "Real ROI."
  },
  {
    "start": 41.34,
    "end": 44.84,
    "text": "So our mission today is to unpack the top, let's say, four clusters of innovation."
  },
  {
    "start": 44.9,
    "end": 45.62,
    "text": "we saw driving that."
  },
  {
    "start": 45.66,
    "end": 49.9,
    "text": "We're going to talk about AI helping out frontline staff, a huge issue with workforce shortages."
  },
  {
    "start": 50.16,
    "end": 50.28,
    "text": "Yeah."
  },
  {
    "start": 50.56,
    "end": 52.86,
    "text": "And also look at the pretty radical upgrades in imaging."
  },
  {
    "start": 53.42,
    "end": 61.02,
    "text": "And maybe most importantly, how the industry is trying to build a better foundation of data trust and making systems actually talk to each other, interoperability."
  },
  {
    "start": 61.3,
    "end": 62.1,
    "text": "Okay, let's dive in."
  },
  {
    "start": 62.52,
    "end": 63.14,
    "text": "Theme one."
  },
  {
    "start": 63.62,
    "end": 65.019,
    "text": "AI in care delivery."
  },
  {
    "start": 65.98,
    "end": 72.7,
    "text": "It's obviously a massive topic, but like you said, the compelling part now is how AI has gone from being maybe a nice to"
  },
  {
    "start": 72.8,
    "end": 73.62,
    "text": "have to"
  },
  {
    "start": 73.96,
    "end": 77.56,
    "text": "really an essential tool, especially for easing the burden on staff."
  },
  {
    "start": 77.9,
    "end": 80.9,
    "text": "And yeah, if you look at where the real pressure points are, it's often nursing."
  },
  {
    "start": 81.42,
    "end": 86.62,
    "text": "There was a key post focusing on how Oracle Health EHR is working to empower nurses."
  },
  {
    "start": 86.9,
    "end": 89.06,
    "text": "They're using voice first AI."
  },
  {
    "start": 89.4,
    "end": 90.02,
    "text": "Voice first."
  },
  {
    "start": 90.22,
    "end": 91.68,
    "text": "Yeah, to make documentation easier."
  },
  {
    "start": 92.02,
    "end": 98.6,
    "text": "Things like AI-powered patient summaries, letting nurses use their voice for charting, like putting in discrete data, vital signs, that kind of thing."
  },
  {
    "start": 98.82,
    "end": 99.46,
    "text": "That sounds crucial."
  },
  {
    "start": 99.54,
    "end": 103.34,
    "text": "I mean, nurses spend so much time just on admins, staring at screens instead of with patients."
  },
  {
    "start": 103.9,
    "end": 110.58,
    "text": "Cutting down that documentation time, that must directly help with satisfaction, retention, things every health system is worried about."
  },
  {
    "start": 110.68,
    "end": 111.18,
    "text": "Exactly."
  },
  {
    "start": 111.72,
    "end": 117.44,
    "text": "The aim, like Oracle Health's Seema Verma talked about, is less screen time, more patient care time."
  },
  {
    "start": 117.56,
    "end": 118.02,
    "text": "Simple as that."
  },
  {
    "start": 118.28,
    "end": 119.34,
    "text": "But it's not just admin."
  },
  {
    "start": 119.42,
    "end": 120.24,
    "text": "AI is tackling."
  },
  {
    "start": 120.5,
    "end": 123.26,
    "text": "We also saw it moving into some pretty high stakes clinical settings."
  },
  {
    "start": 123.62,
    "end": 124.28,
    "text": "Like the ICU."
  },
  {
    "start": 124.56,
    "end": 127.48,
    "text": "That needs incredibly fast, precise decisions."
  },
  {
    "start": 128.32,
    "end": 131.68,
    "text": "Elk and Earl from T-Systems was discussing AI in the ICU."
  },
  {
    "start": 132.3,
    "end": 134.72,
    "text": "things like ventilator weaning, super critical."
  },
  {
    "start": 135.22,
    "end": 137.06,
    "text": "What exactly is AI helping with"
  },
  {
    "start": 137.1,
    "end": 137.3,
    "text": "there?"
  },
  {
    "start": 137.58,
    "end": 139.94,
    "text": "Well, this is where the prediction side really comes into play."
  },
  {
    "start": 140.24,
    "end": 149.56,
    "text": "The AI looks at, you know, historical patient data, but also real time information like vital signs to predict the best time for extubation, taking someone off a ventilator."
  },
  {
    "start": 149.76,
    "end": 149.88,
    "text": "Okay."
  },
  {
    "start": 150.18,
    "end": 155.02,
    "text": "We saw sources mentioning prediction accuracy over eighty percent for finding that optimal timing."
  },
  {
    "start": 155.54,
    "end": 159.7,
    "text": "Now obviously it doesn't replace the doctor or nurse, but it gives them a much stronger basis for their decision."
  },
  {
    "start": 160.08,
    "end": 164.1,
    "text": "It could mean safer choices, potentially shorter ICU stays, better use of beds."
  },
  {
    "start": 164.52,
    "end": 168.72,
    "text": "That eighty percent accuracy is a real tool against the risk of having to re-intubate someone."
  },
  {
    "start": 169.64,
    "end": 171.78,
    "text": "And that hits the bottom line costs and outcomes."
  },
  {
    "start": 172.24,
    "end": 177.04,
    "text": "But AI is also getting into that huge operational tangle with payers and the whole patient journey, isn't it?"
  },
  {
    "start": 177.52,
    "end": 180.2,
    "text": "Ganesh Kamath mentioned seeing companies automating that whole process."
  },
  {
    "start": 180.58,
    "end": 181.5,
    "text": "Yes, absolutely."
  },
  {
    "start": 181.94,
    "end": 185.2,
    "text": "The trend is definitely automating that whole administrative pathway."
  },
  {
    "start": 185.78,
    "end": 188.3,
    "text": "Think about prior authorizations, always a headache."
  },
  {
    "start": 188.74,
    "end": 195.24,
    "text": "We saw CoheerHealth automating this stuff at a massive scale, like over twelve million requests a year of their handling."
  },
  {
    "start": 195.28,
    "end": 195.92,
    "text": "Yeah, that's a million."
  },
  {
    "start": 196.1,
    "end": 196.22,
    "text": "Yeah."
  },
  {
    "start": 196.72,
    "end": 199.06,
    "text": "And the reported outcomes are pretty transformative."
  },
  {
    "start": 199.44,
    "end": 202.26,
    "text": "Things like up to seventy percent faster access to care for patients."
  },
  {
    "start": 202.42,
    "end": 202.54,
    "text": "Yeah."
  },
  {
    "start": 202.78,
    "end": 204.08,
    "text": "And maybe even more eye catching."
  },
  {
    "start": 204.5,
    "end": 207.56,
    "text": "Forty percent lower admin costs for providers and payers."
  },
  {
    "start": 207.78,
    "end": 208.02,
    "text": "Hold on."
  },
  {
    "start": 208.1,
    "end": 209.44,
    "text": "Forty percent lower admin costs."
  },
  {
    "start": 209.74,
    "end": 211.08,
    "text": "That's not just tweaking things."
  },
  {
    "start": 211.16,
    "end": 213.1,
    "text": "That's potentially disrupting the whole model."
  },
  {
    "start": 213.42,
    "end": 213.96,
    "text": "It really is."
  },
  {
    "start": 214.1,
    "end": 214.24,
    "text": "Yeah."
  },
  {
    "start": 214.6,
    "end": 215.92,
    "text": "And it goes beyond just billing."
  },
  {
    "start": 216.1,
    "end": 224.12,
    "text": "There was another post talking about Emirates Health Services working with Oracle Health using AI specifically to cut down hospital readmissions."
  },
  {
    "start": 225.0,
    "end": 232.28,
    "text": "So you see AI moving from just you know, documented care to actually helping ensure quality and monitoring patients after they leave."
  },
  {
    "start": 232.86,
    "end": 233.6,
    "text": "The goal seems clear."
  },
  {
    "start": 234.36,
    "end": 237.36,
    "text": "Put in smart automation to cut costs and risks at the same time."
  },
  {
    "start": 238.98,
    "end": 246.16,
    "text": "Okay, so that speed and precision, like in the ICU example, well, it needs equally advanced tech underneath it, which brings us nicely to theme two."
  },
  {
    "start": 246.96,
    "end": 249.96,
    "text": "Precision diagnostics, imaging, and novel computing."
  },
  {
    "start": 250.28,
    "end": 252.46,
    "text": "This is where the basic hardware gets a serious upgrade."
  },
  {
    "start": 252.84,
    "end": 254.8,
    "text": "Well, cut your eye in speeding up clinical analysis."
  },
  {
    "start": 255.06,
    "end": 256.839,
    "text": "Yeah, this is where things get wild, I think."
  },
  {
    "start": 256.88,
    "end": 259.019,
    "text": "The crossover between computing power and imaging."
  },
  {
    "start": 259.14,
    "end": 261.76,
    "text": "Quantum computing, it's not just theory in a physics lab anymore."
  },
  {
    "start": 262.26,
    "end": 266.58,
    "text": "Theodore Saz pointed out a breakthrough using quantum computing integrated into medical imaging."
  },
  {
    "start": 266.98,
    "end": 270.2,
    "text": "It boosted processing speed by twenty-five percent for diagnostics."
  },
  {
    "start": 270.48,
    "end": 271.6,
    "text": "Twenty-five percent faster."
  },
  {
    "start": 272.26,
    "end": 275.4,
    "text": "And crucially, they said this was without losing accuracy."
  },
  {
    "start": 276.02,
    "end": 278.74,
    "text": "diagnostic confidence stayed above ninety-five percent."
  },
  {
    "start": 279.1,
    "end": 280.24,
    "text": "Just think about what that means."
  },
  {
    "start": 280.56,
    "end": 290.36,
    "text": "Clinically faster results, more patients through the scanner in busy departments, quicker answers for urgent cases, that kind of computation just changes the speed limit for everything."
  },
  {
    "start": 290.48,
    "end": 292.52,
    "text": "And that speed feeds right into new machines."
  },
  {
    "start": 292.6,
    "end": 295.04,
    "text": "We saw new hardware using built-in AI."
  },
  {
    "start": 295.36,
    "end": 297.7,
    "text": "A Koa Latu showcased the CT-五-three-hundred."
  },
  {
    "start": 298.1,
    "end": 305.56,
    "text": "It uses AI to boost the clinician's confidence, but also gets eighty-five percent less noise and uses eighty percent less radiation dose for the patient."
  },
  {
    "start": 305.92,
    "end": 307.02,
    "text": "Lower dose, higher confidence."
  },
  {
    "start": 307.1,
    "end": 308.6,
    "text": "That's becoming the standard demand now, right?"
  },
  {
    "start": 308.64,
    "end": 308.98,
    "text": "Definitely."
  },
  {
    "start": 309.52,
    "end": 313.94,
    "text": "And similarly, Fotis Lacha has talked about GE Healthcare's Cygnus Sprint Elite MRI."
  },
  {
    "start": 314.62,
    "end": 318.74,
    "text": "It uses AI specifically tuned for tricky areas like cardiac and oncology MRIs."
  },
  {
    "start": 319.24,
    "end": 323.12,
    "text": "Making those complex images, which often had artifacts, more reliable and faster to get."
  },
  {
    "start": 323.4,
    "end": 323.6,
    "text": "I think"
  },
  {
    "start": 323.66,
    "end": 327.68,
    "text": "the really big strategic jump here, though, is towards genuine precision medicine."
  },
  {
    "start": 328.22,
    "end": 334.56,
    "text": "Yolbakus discussed how AI is tackling this massive complexity problem in something called theranostics dosimetry."
  },
  {
    "start": 335.2,
    "end": 346.02,
    "text": "Now, for listeners, maybe not deep in this, theranostics dosimetry is basically figuring out the exact personalized radiation dose when you're treating cancer using methods that combine diagnosis and therapy."
  },
  {
    "start": 346.08,
    "end": 349.24,
    "text": "It's like a super customized digital plan for each patient."
  },
  {
    "start": 349.36,
    "end": 351.96,
    "text": "It's an incredibly complex calculation, yeah."
  },
  {
    "start": 352.44,
    "end": 361.54,
    "text": "And what AI is doing is using sort of simplified imaging combined with digital twins, these virtual models of the patient, to personalize those dose calculations."
  },
  {
    "start": 361.66,
    "end": 364.68,
    "text": "It makes a level of customization practical that just wasn't before."
  },
  {
    "start": 365.02,
    "end": 368.36,
    "text": "And this precision, it links straight to improving equity, doesn't it?"
  },
  {
    "start": 368.78,
    "end": 374.76,
    "text": "Carly Yoder highlighted that huge issue where, say, rural heart patients might have to drive for hours just for a basic scan."
  },
  {
    "start": 374.86,
    "end": 376.08,
    "text": "Her point was really powerful."
  },
  {
    "start": 376.78,
    "end": 380.02,
    "text": "Maybe instead of building hospitals everywhere, we should empower local staff."
  },
  {
    "start": 380.5,
    "end": 380.92,
    "text": "Exactly."
  },
  {
    "start": 381.32,
    "end": 390.24,
    "text": "The idea is to give nurses, maybe midwives, AI-guided tools so they can capture diagnostic quality images using stuff they might already have, like a phone."
  },
  {
    "start": 390.48,
    "end": 390.62,
    "text": "Yeah."
  },
  {
    "start": 390.94,
    "end": 395.38,
    "text": "It can really democratize access to specialist care and shrink those geographical caps."
  },
  {
    "start": 395.76,
    "end": 400.08,
    "text": "Essentially turns the patient's own device into a potential diagnostic front-end."
  },
  {
    "start": 400.52,
    "end": 406.58,
    "text": "But okay, if we're pushing diagnostic imaging onto consumer devices, what about the huge data security questions?"
  },
  {
    "start": 406.96,
    "end": 408.02,
    "text": "High pay compliance."
  },
  {
    "start": 408.06,
    "end": 412.06,
    "text": "That must be a massive hurdle when you take this stuff outside the secure hospital network."
  },
  {
    "start": 412.36,
    "end": 415.0,
    "text": "That is precisely the strategic knot you have to untangle."
  },
  {
    "start": 415.6,
    "end": 417.08,
    "text": "Often the answer is a hybrid model."
  },
  {
    "start": 417.38,
    "end": 426.92,
    "text": "You capture the image locally, maybe on a phone, but the complex processing happens securely in the cloud on platforms that are built with governance in mind, which actually leads perfectly into our next theme."
  },
  {
    "start": 427.32,
    "end": 430.94,
    "text": "Theme three is all about governance, trust, and how AI itself is changing."
  },
  {
    "start": 431.6,
    "end": 438.98,
    "text": "All this amazing speed and complexity we've talked about, quantum imaging, AI and the ICU, it all needs a really solid, believable foundation of trust."
  },
  {
    "start": 439.28,
    "end": 446.06,
    "text": "And trust really seems to be the key sticking point for getting this stuff widely adopted, even while everyone knows about AI now."
  },
  {
    "start": 446.9,
    "end": 450.5,
    "text": "Simon Philip Ross highlighted some crucial findings on public perception."
  },
  {
    "start": 451.24,
    "end": 453.18,
    "text": "What was the main sort of tension there?"
  },
  {
    "start": 453.58,
    "end": 462.92,
    "text": "Well, the awareness of AI is definitely high, but public trust, it's shaky, especially the data showed among older adults and women, and that's a global trend."
  },
  {
    "start": 463.46,
    "end": 464.8,
    "text": "Ross's point was strategic."
  },
  {
    "start": 465.62,
    "end": 468.74,
    "text": "He basically said, trust is now a clinical feature."
  },
  {
    "start": 468.92,
    "end": 469.04,
    "text": "Huh,"
  },
  {
    "start": 469.62,
    "end": 470.74,
    "text": "a clinical feature?"
  },
  {
    "start": 470.86,
    "end": 470.98,
    "text": "Yeah,"
  },
  {
    "start": 471.46,
    "end": 474.7,
    "text": "meaning if patients and doctors are hesitant, Adoption just stalls."
  },
  {
    "start": 475.22,
    "end": 476.66,
    "text": "Doesn't matter how good the AI is."
  },
  {
    "start": 477.36,
    "end": 482.92,
    "text": "So things like transparency, watching for bias, having clear audit trails they aren't nice to have, there are essential requirements now."
  },
  {
    "start": 483.1,
    "end": 483.78,
    "text": "And secret birds."
  },
  {
    "start": 483.86,
    "end": 487.4,
    "text": "van Roysen backed this up, laying out those specific ethical risks."
  },
  {
    "start": 487.82,
    "end": 491.54,
    "text": "bias in the algorithms, data privacy, safety, who's liable if something goes wrong."
  },
  {
    "start": 492.02,
    "end": 493.9,
    "text": "The consensus on prevention seems pretty clear."
  },
  {
    "start": 494.02,
    "end": 501.34,
    "text": "You need strong governance rules, really rigorous testing and validation, and a big push to educate both clinicians and patients about AI."
  },
  {
    "start": 501.7,
    "end": 506.36,
    "text": "And speaking of rigor, the AI itself is getting, well, smarter, more capable."
  },
  {
    "start": 506.68,
    "end": 511.34,
    "text": "Jan Bigger pointed out that AI tools are quickly evolving into something called agentic AI."
  },
  {
    "start": 512.22,
    "end": 517.64,
    "text": "Now, for those not familiar, agentic AI refers to systems that are more autonomous, more adaptive."
  },
  {
    "start": 517.679,
    "end": 519.32,
    "text": "They don't just process data."
  },
  {
    "start": 519.74,
    "end": 523.84,
    "text": "They can actually reason, plan, and act with less direct human input."
  },
  {
    "start": 524.2,
    "end": 526.86,
    "text": "Think of them like semi-independent assistants."
  },
  {
    "start": 527.28,
    "end": 531.08,
    "text": "So systems with agency, basically, how are they actually being used in clinics now?"
  },
  {
    "start": 531.5,
    "end": 539.42,
    "text": "Well, they're starting to combine different types of data, text notes, images, vital signs to help with complex stuff like suggesting differential diagnoses."
  },
  {
    "start": 539.98,
    "end": 546.24,
    "text": "We're also seeing them begin to assist in robotic surgery, maybe by translating a surgeon's spoken commands into precise movements."
  },
  {
    "start": 546.54,
    "end": 549.48,
    "text": "The point is, the AI is doing more than just summarizing."
  },
  {
    "start": 549.58,
    "end": 552.12,
    "text": "It's starting to actively participate or intervene."
  },
  {
    "start": 552.46,
    "end": 559.42,
    "text": "Okay, that definitely makes the underlying data infrastructure even more critical, especially somewhere like Europe, with its strict data sovereignty rules."
  },
  {
    "start": 559.86,
    "end": 560.1,
    "text": "Dr."
  },
  {
    "start": 560.16,
    "end": 565.48,
    "text": "Christian Lofert shared news about Deutsche Telekom actually acquiring a company, Synedra ITGMBH."
  },
  {
    "start": 566.14,
    "end": 567.5,
    "text": "What's the strategy behind that move?"
  },
  {
    "start": 567.92,
    "end": 574.06,
    "text": "The goal is explicitly to build a sovereign interoperable platform for medical data across Europe."
  },
  {
    "start": 574.14,
    "end": 575.72,
    "text": "This is foundational work."
  },
  {
    "start": 576.32,
    "end": 587.36,
    "text": "As this agentic AI gets more powerful and acts more independently, you absolutely need secure, meaningful and crucially trustworthy ways for data to flow between different systems and countries."
  },
  {
    "start": 588.0,
    "end": 594.88,
    "text": "It's a big investment saying control and trust over the data itself have to come first before you deploy the really advanced AI."
  },
  {
    "start": 595.32,
    "end": 595.52,
    "text": "Right?"
  },
  {
    "start": 595.7,
    "end": 595.9,
    "text": "Okay."
  },
  {
    "start": 596.7,
    "end": 598.48,
    "text": "Let's shift gears slightly for our last theme."
  },
  {
    "start": 598.58,
    "end": 599.06,
    "text": "Theme four."
  },
  {
    "start": 599.34,
    "end": 602.18,
    "text": "Remote monitoring, virtual care, and consumer empowerment."
  },
  {
    "start": 602.76,
    "end": 606.76,
    "text": "How care is successfully moving beyond the hospital or clinic walls?"
  },
  {
    "start": 607.16,
    "end": 608.84,
    "text": "What's the current state of virtual care?"
  },
  {
    "start": 608.98,
    "end": 609.76,
    "text": "Is it maturing?"
  },
  {
    "start": 610.52,
    "end": 613.18,
    "text": "It definitely seems solidified as a core part of healthcare delivery now."
  },
  {
    "start": 613.74,
    "end": 616.88,
    "text": "Teledoc Health got named Outstanding IntelliHealth by Time Magazine."
  },
  {
    "start": 616.98,
    "end": 618.02,
    "text": "Chuck DeVita highlighted that."
  },
  {
    "start": 618.36,
    "end": 621.9,
    "text": "It's not exactly breaking news anymore, but it does signal mainstream acceptance."
  },
  {
    "start": 622.26,
    "end": 626.22,
    "text": "But it feels like the market's getting more sophisticated than just simple video calls, right?"
  },
  {
    "start": 626.86,
    "end": 636.46,
    "text": "Grant Kohler mentioned Teladoc is now using a tool to help hospitals actually assess their whole virtual care tech stack to find gaps maybe where they have duplicate systems."
  },
  {
    "start": 636.9,
    "end": 643.34,
    "text": "That sounds like organizations are moving past just reacting and deploying towards strategically optimizing what they've got."
  },
  {
    "start": 643.68,
    "end": 644.04,
    "text": "Absolutely."
  },
  {
    "start": 644.32,
    "end": 648.82,
    "text": "They need to figure out what tools they actually have and how they all fit together or don't."
  },
  {
    "start": 649.34,
    "end": 655.0,
    "text": "And at the same time, we're seeing patient safety almost being crowdsourced through wearables and continuous monitoring."
  },
  {
    "start": 655.52,
    "end": 657.12,
    "text": "Mark D. E. Martini pointed this out."
  },
  {
    "start": 657.4,
    "end": 662.42,
    "text": "Devices like those from Corsano Health let patients and their caregivers flag concerns immediately."
  },
  {
    "start": 662.92,
    "end": 668.92,
    "text": "Ah, so it shifts some of that continuous monitoring burden away from staff and onto the device, empowering the patient."
  },
  {
    "start": 669.06,
    "end": 669.5,
    "text": "Precisely."
  },
  {
    "start": 669.72,
    "end": 678.9,
    "text": "It could significantly boost safety because you get proactive intervention potentially anywhere at home, at work, not just when the patient is physically inside the hospital."
  },
  {
    "start": 679.06,
    "end": 686.04,
    "text": "So if tech is empowering consumers like this, where does it ultimately lead for the informed, connected patient?"
  },
  {
    "start": 686.86,
    "end": 692.4,
    "text": "Verily, Alphabet's Life Sciences Company, they made... Quite a big announcement recently aimed right at that end user."
  },
  {
    "start": 692.6,
    "end": 696.4,
    "text": "Yeah, Verily launched a major sort of three prong strategic initiative."
  },
  {
    "start": 696.76,
    "end": 700.44,
    "text": "Posts from Steven G, Tyler Trug and Eric Lack covered this."
  },
  {
    "start": 700.64,
    "end": 702.16,
    "text": "First, there's Verily ME."
  },
  {
    "start": 702.46,
    "end": 704.46,
    "text": "That's the app the consumer uses the front end."
  },
  {
    "start": 705.0,
    "end": 708.94,
    "text": "It gives personalized health recommendations based on pulling together the patient's records."
  },
  {
    "start": 709.34,
    "end": 711.3,
    "text": "It even has an AI companion called Violet."
  },
  {
    "start": 711.54,
    "end": 714.64,
    "text": "Okay, so a consumer app tied to a personal health profile."
  },
  {
    "start": 714.76,
    "end": 715.66,
    "text": "What were the other parts?"
  },
  {
    "start": 716.02,
    "end": 718.06,
    "text": "The second piece is the lifelong health study."
  },
  {
    "start": 718.62,
    "end": 722.28,
    "text": "Basically, a huge research registry to feed data into their AI models."
  },
  {
    "start": 723.0,
    "end": 724.66,
    "text": "And third, they launched Verily Pre."
  },
  {
    "start": 725.3,
    "end": 726.9,
    "text": "Now, this is the critical internal piece."
  },
  {
    "start": 726.94,
    "end": 729.56,
    "text": "It's their AI native precision health platform."
  },
  {
    "start": 730.4,
    "end": 736.3,
    "text": "Think of Pre as the engine room, the secure governed back end designed to power all their different solutions."
  },
  {
    "start": 736.8,
    "end": 743.42,
    "text": "The whole thing is a very clear strategic play towards predictive, preventive, personalized care delivered straight to the consumer."
  },
  {
    "start": 744.16,
    "end": 748.1,
    "text": "And notably, they emphasized building that governance platform first."
  },
  {
    "start": 748.92,
    "end": 752.24,
    "text": "So if we pull these four themes together, what's the big picture from this deep dive?"
  },
  {
    "start": 752.6,
    "end": 755.66,
    "text": "Well, we've definitely seen a clear industry shift towards tangible integration."
  },
  {
    "start": 756.02,
    "end": 757.14,
    "text": "It's about making things work now."
  },
  {
    "start": 757.52,
    "end": 769.86,
    "text": "AI giving nurses back time, quantum speeding up scans, and this huge effort really to rebuild the architecture, whether it's Europe's sovereign data push or Verily's pre-platform to create the public trust needed for this stuff to really scale."
  },
  {
    "start": 770.22,
    "end": 773.32,
    "text": "If you enjoyed this deep dive, new episodes drop every two weeks."
  },
  {
    "start": 773.54,
    "end": 781.62,
    "text": "Also check out our other editions on ICT and tech insights, defense tech, cloud, digital products and services, artificial intelligence and sustainability in green ICT."
  },
  {
    "start": 782.22,
    "end": 783.66,
    "text": "And a final provocative thought for you."
  },
  {
    "start": 784.26,
    "end": 791.32,
    "text": "We see huge companies like Oracle embedding advanced AI, maybe even GPT-V level tech across all their applications."
  },
  {
    "start": 791.9,
    "end": 796.3,
    "text": "Agenic AI is starting to pop up everywhere from ICUs to genomics research."
  },
  {
    "start": 797.08,
    "end": 806.02,
    "text": "So the question is, how quickly can that essential foundational work the governance, the AI literacy that people like Simon Philip Rost flagged as critical needs."
  },
  {
    "start": 806.54,
    "end": 812.02,
    "text": "How quickly can that realistically catch up with the sheer speed of deployment we're seeing right now across global health care?"
  },
  {
    "start": 812.18,
    "end": 813.74,
    "text": "Thank you for joining us for this deep dive."
  },
  {
    "start": 813.8,
    "end": 814.92,
    "text": "Don't forget to subscribe."
  }
]