[
  {
    "start": 0.06,
    "end": 8.86,
    "text": "This episode is provided by Thomas Allgaier and Frennus, based on the most relevant LinkedIn posts about digital products and services in calendar weeks ten and eleven."
  },
  {
    "start": 9.56,
    "end": 19.42,
    "text": "Frenness is a B-to-B market research company helping enterprises gain the market customer and competitive insights needed to drive customer centric and cost efficient product development."
  },
  {
    "start": 19.7,
    "end": 21.62,
    "text": "Right, so welcome to our deep dive."
  },
  {
    "start": 21.74,
    "end": 28.02,
    "text": "Today we're digging into the top digital products and services trends that have been popping up all over LinkedIn for the past two weeks."
  },
  {
    "start": 28.12,
    "end": 37.24,
    "text": "Yeah And For you listening whether your in the middle of sprint planning or trying to rework your whole product org The mission here is really about practical adoption."
  },
  {
    "start": 37.8,
    "end": 40.6,
    "text": "Exactly I mean the conversation has decisively shifted."
  },
  {
    "start": 40.66,
    "end": 41.46,
    "text": "We are moving way."
  },
  {
    "start": 41.56,
    "end": 44.6,
    "text": "pass that initial AI experimentation height."
  },
  {
    "start": 44.66,
    "end": 45.4,
    "text": "Oh one hundred percent."
  },
  {
    "start": 45.58,
    "end": 47.92,
    "text": "yeah The magic trick phase is over right?"
  },
  {
    "start": 48.96,
    "end": 50.08,
    "text": "operating discipline now."
  },
  {
    "start": 50.56,
    "end": 53.96,
    "text": "Like, how is AI actually rewiring daily workflows?"
  },
  {
    "start": 54.66,
    "end": 57.16,
    "text": "And honestly even the definition of a product manager..."
  },
  {
    "start": 57.34,
    "end": 58.32,
    "text": "It's changing everything!"
  },
  {
    "start": 58.64,
    "end": 59.12,
    "text": "...it really is."
  },
  {
    "start": 59.56,
    "end": 62.3,
    "text": "I saw this great example from Nico Noel that just nailed this."
  },
  {
    "start": 62.86,
    "end": 68.72,
    "text": "he used an AI agent Claude Code to actually ship changes to a landing page."
  },
  {
    "start": 69.22,
    "end": 71.08,
    "text": "Okay so actually writing in code Yeah"
  },
  {
    "start": 71.4,
    "end": 74.26,
    "text": "but he didn't stop there or you know hand it off to a dev."
  },
  {
    "start": 74.76,
    "end": 81.88,
    "text": "He stayed right in the interface used productanalyst.ai and immediately wired up a Slack alert for funnel monitoring."
  },
  {
    "start": 82.9,
    "end": 86.5,
    "text": "He did the coding, tracking or automated reporting all in like ten minutes."
  },
  {
    "start": 86.6,
    "end": 87.14,
    "text": "Ten minutes?"
  },
  {
    "start": 87.38,
    "end": 89.32,
    "text": "I mean that kind of turnaround is just staggering."
  },
  {
    "start": 89.5,
    "end": 92.08,
    "text": "but you know it's also massive trap."
  },
  {
    "start": 92.38,
    "end": 92.7,
    "text": "How so?"
  },
  {
    "start": 92.98,
    "end": 93.12,
    "text": "Well,"
  },
  {
    "start": 93.24,
    "end": 95.42,
    "text": "Akash Gupta broke this down brilliantly."
  },
  {
    "start": 95.96,
    "end": 101.66,
    "text": "When building becomes that frictionless the danger of unguided-building just skyrockets He pointed out."
  },
  {
    "start": 101.82,
    "end": 105.14,
    "text": "we're seeing two distinct types of PMs emerge right now."
  },
  {
    "start": 105.3,
    "end": 105.98,
    "text": "Okay what are they?"
  },
  {
    "start": 106.22,
    "end": 108.02,
    "text": "So the first group he calls The Builders."
  },
  {
    "start": 108.46,
    "end": 112.16,
    "text": "These are ones who spin up a quick prototype show it off and get green light."
  },
  {
    "start": 112.22,
    "end": 114.9,
    "text": "because you know working software always looks better than slide deck."
  },
  {
    "start": 115.12,
    "end": 115.26,
    "text": "Right."
  },
  {
    "start": 115.58,
    "end": 118.84,
    "text": "but their moving fast probably aren't checking underlying metrics"
  },
  {
    "start": 119.22,
    "end": 119.68,
    "text": "Exactly!"
  },
  {
    "start": 119.76,
    "end": 123.32,
    "text": "They don't check metrics or crucially, API costs."
  },
  {
    "start": 124.1,
    "end": 126.58,
    "text": "Generative AI isn't a flat rate server cost."
  },
  {
    "start": 126.66,
    "end": 128.44,
    "text": "you're paying compute per token."
  },
  {
    "start": 128.919,
    "end": 129.479,
    "text": "Oh, right."
  },
  {
    "start": 129.6,
    "end": 132.8,
    "text": "So every unoptimized search just drains the budget."
  },
  {
    "start": 133.32,
    "end": 136.68,
    "text": "but then Gupta says that second group is The Evaluators."
  },
  {
    "start": 136.82,
    "end": 139.06,
    "text": "I'm guessing they operate a bit differently Completely"
  },
  {
    "start": 139.16,
    "end": 146.32,
    "text": "different and evaluator will prototype something like fifty times And deliberately kill eighty percent of those iterations."
  },
  {
    "start": 146.46,
    "end": 147.52,
    "text": "Ah so they filter it."
  },
  {
    "start": 147.62,
    "end": 147.74,
    "text": "Yeah"
  },
  {
    "start": 147.84,
    "end": 153.44,
    "text": "gupta calls having taste at speed It's ability to refine through rapid iteration."
  },
  {
    "start": 153.6,
    "end": 154.48,
    "text": "That makes total sense."
  },
  {
    "start": 154.54,
    "end": 156.22,
    "text": "But yeah i have push back here."
  },
  {
    "start": 156.3,
    "end": 157.74,
    "text": "Go for It's just there."
  },
  {
    "start": 157.78,
    "end": 164.42,
    "text": "is this really seductive trend right now called vibe coding, where a PM can basically generate an app in the afternoon."
  },
  {
    "start": 164.5,
    "end": 164.84,
    "text": "Oh yeah!"
  },
  {
    "start": 165.14,
    "end": 166.2,
    "text": "Vibecoding is everywhere"
  },
  {
    "start": 166.34,
    "end": 166.54,
    "text": "Right."
  },
  {
    "start": 166.82,
    "end": 169.78,
    "text": "So isn't that necessary first step for raptid discovery?"
  },
  {
    "start": 169.88,
    "end": 173.62,
    "text": "I mean why shouldn't a PM own the whole stack if AI allows it?"
  },
  {
    "start": 174.18,
    "end": 177.76,
    "text": "Its like giving everyone on team a nail gun when they only know how to use a hammer."
  },
  {
    "start": 178.04,
    "end": 179.16,
    "text": "Ok thats great analogy."
  },
  {
    "start": 179.68,
    "end": 185.74,
    "text": "Sure you build your house way faster but Without structural knowledge, the whole thing might just collapse in a breeze."
  },
  {
    "start": 186.36,
    "end": 188.26,
    "text": "But still...the speed!"
  },
  {
    "start": 188.6,
    "end": 194.32,
    "text": "The Speed is exactly why Tanya Maldonado and Marlon Davis were raising massive red flags about this"
  },
  {
    "start": 194.56,
    "end": 194.82,
    "text": "Really?"
  },
  {
    "start": 195.04,
    "end": 195.6,
    "text": "What did they say?"
  },
  {
    "start": 196.08,
    "end": 203.1,
    "text": "They pointed out that PMs absolutely should not be replacing developers on enterprise production grade systems."
  },
  {
    "start": 203.4,
    "end": 206.5,
    "text": "Scalability and security are not, you know side quests."
  },
  {
    "start": 206.6,
    "end": 206.74,
    "text": "Yeah"
  },
  {
    "start": 207.24,
    "end": 215.52,
    "text": "if your building fifty times faster with your nail gun You can ship disasters fifty time's faster Which means launch readiness has to become the new bottleneck."
  },
  {
    "start": 215.68,
    "end": 217.32,
    "text": "Launch Readiness Okay."
  },
  {
    "start": 217.62,
    "end": 220.16,
    "text": "so how do we actually manage without losing speed?"
  },
  {
    "start": 220.92,
    "end": 226.48,
    "text": "Because Shardle Nyak actually shared a twenty-three item AI product launch checklist on this."
  },
  {
    "start": 226.84,
    "end": 227.86,
    "text": "Twenty three items?"
  },
  {
    "start": 227.9,
    "end": 228.68,
    "text": "That's rigorous!"
  },
  {
    "start": 228.96,
    "end": 234.36,
    "text": "Very, and he highlighted risks that traditional saws just doesn't face like prompt injection defenses."
  },
  {
    "start": 234.54,
    "end": 234.62,
    "text": "Oh,"
  },
  {
    "start": 234.68,
    "end": 236.16,
    "text": "prompt injection is terrifying."
  },
  {
    "start": 236.62,
    "end": 239.84,
    "text": "users can just trick the system into ignoring its own security guardrails"
  },
  {
    "start": 240.26,
    "end": 240.68,
    "text": "Exactly."
  },
  {
    "start": 241.36,
    "end": 249.88,
    "text": "And he also mandates strict budget alerts, like setting a warning at eighty percent of budget but literally killing the feature if it hits two hundred percent."
  },
  {
    "start": 250.04,
    "end": 252.14,
    "text": "Because those runaway API costs we mentioned"
  },
  {
    "start": 252.18,
    "end": 252.34,
    "text": "right?"
  },
  {
    "start": 252.56,
    "end": 254.62,
    "text": "He says gradual rollouts are absolute necessities."
  },
  {
    "start": 254.68,
    "end": 263.12,
    "text": "now you go five percent to twenty-five to fifty to one hundred launching to a hundred percent on day One is just asking to lose user trust."
  },
  {
    "start": 263.38,
    "end": 266.02,
    "text": "one hundred percent agree And it's a systemic risk too."
  },
  {
    "start": 266.58,
    "end": 270.06,
    "text": "Dr Bart Jaworski had this fascinating advice about setting up."
  },
  {
    "start": 274.7,
    "end": 279.1,
    "text": "Its only job is strictly to rate and evaluate the answers of the main AI product."
  },
  {
    "start": 279.24,
    "end": 279.62,
    "text": "Oh, wow!"
  },
  {
    "start": 279.8,
    "end": 281.26,
    "text": "So it's an AI babysitting your"
  },
  {
    "start": 281.34,
    "end": 281.64,
    "text": "A.I.,"
  },
  {
    "start": 281.7,
    "end": 282.74,
    "text": "to block bad outputs?"
  },
  {
    "start": 282.88,
    "end": 286.66,
    "text": "Exactly...and it ties right into what Patricia Bertini was saying about compliance"
  },
  {
    "start": 286.72,
    "end": 288.18,
    "text": "Like The AI Act in GDPR."
  },
  {
    "start": 288.26,
    "end": 288.46,
    "text": "Yes,"
  },
  {
    "start": 288.72,
    "end": 292.6,
    "text": "Ann Diara She pointed out that Compliance Is Shifting Entirely Upstream."
  },
  {
    "start": 292.76,
    "end": 295.36,
    "text": "You cannot wait until the end To check these things anymore."
  },
  {
    "start": 295.78,
    "end": 299.38,
    "text": "you don't want Find Out Your Non-compliant Via Massive Fine Or An Audit."
  },
  {
    "start": 299.68,
    "end": 307.3,
    "text": "Okay But Wait If We Are Slowing Down To Check a twenty-three item list, and running secondary LLM evaluations."
  },
  {
    "start": 308.14,
    "end": 312.84,
    "text": "Doesn't that completely neutralize the incredible speed AI gave us in first place?"
  },
  {
    "start": 312.92,
    "end": 312.96,
    "text": "It"
  },
  {
    "start": 313.02,
    "end": 313.92,
    "text": "feels like it right!"
  },
  {
    "start": 314.0,
    "end": 314.12,
    "text": "Yeah"
  },
  {
    "start": 314.72,
    "end": 319.48,
    "text": "I mean, how do we balance safety with the intense pressure from leadership to ship?"
  },
  {
    "start": 319.78,
    "end": 319.94,
    "text": "Well."
  },
  {
    "start": 320.06,
    "end": 324.88,
    "text": "The hard truth is you can't balance it without changing the underlying structure of the organization."
  },
  {
    "start": 325.1,
    "end": 329.8,
    "text": "dreaming You can just add AI to a broken system and expect it to work."
  },
  {
    "start": 329.94,
    "end": 331.8,
    "text": "You have to fix the product operating"
  },
  {
    "start": 332.12,
    "end": 333.3,
    "text": "model POM."
  },
  {
    "start": 333.68,
    "end": 336.04,
    "text": "people talk about that all the time but It's usually so abstract"
  },
  {
    "start": 336.46,
    "end": 341.68,
    "text": "It is, but Ralph Joachim brought some brutal reality to it with the time-poverty paradox."
  },
  {
    "start": 341.8,
    "end": 341.88,
    "text": "Oh"
  },
  {
    "start": 342.02,
    "end": 342.88,
    "text": "I saw those stats."
  },
  {
    "start": 342.94,
    "end": 343.64,
    "text": "they were wild!"
  },
  {
    "start": 343.92,
    "end": 350.84,
    "text": "Yeah, ninety two percent of product leaders own revenue outcomes But they spend sixty six percent of their week on manual coordination work"
  },
  {
    "start": 351.2,
    "end": 354.12,
    "text": "Which leaves them zero time for actual strategic analysis."
  },
  {
    "start": 354.26,
    "end": 354.88,
    "text": "Exactly"
  },
  {
    "start": 355.18,
    "end": 355.82,
    "text": "Zero Time."
  },
  {
    "start": 355.9,
    "end": 356.68,
    "text": "That's insane."
  },
  {
    "start": 356.76,
    "end": 363.02,
    "text": "its like being hired as a ships navigator... ...but you're forced to spent ninety percent your time below deck shoveling coal into engine."
  },
  {
    "start": 363.14,
    "end": 364.14,
    "text": "How are ya supposed steer?"
  },
  {
    "start": 364.62,
    "end": 365.04,
    "text": "You aren't!"
  },
  {
    "start": 365.64,
    "end": 372.0,
    "text": "And that's why Catherine Shepard King argues a real product operating model isn't just renaming your project managers."
  },
  {
    "start": 372.12,
    "end": 375.36,
    "text": "Or copying Spotify's squad template from ten years ago?"
  },
  {
    "start": 375.66,
    "end": 381.72,
    "text": "Right, A Real POM is about the mechanics of how work actually gets funded and decisions are made."
  },
  {
    "start": 382.12,
    "end": 383.36,
    "text": "How do we fix those mechanics?"
  },
  {
    "start": 384.06,
    "end": 388.06,
    "text": "Igor Voth shared a really battle-tested five layer model that I"
  },
  {
    "start": 388.16,
    "end": 388.58,
    "text": "loved."
  },
  {
    "start": 388.8,
    "end": 389.72,
    "text": "Okay, bring it down for me!"
  },
  {
    "start": 389.9,
    "end": 398.3,
    "text": "It goes company priority which leads to root cause then to strategic bet...down to opportunities and finally experiments."
  },
  {
    "start": 398.5,
    "end": 401.96,
    "text": "So every experiment has to tie all the way back up to a company priority?"
  },
  {
    "start": 402.22,
    "end": 406.28,
    "text": "Exactly if doesn't trace back to a priority you are just shipping features."
  },
  {
    "start": 406.36,
    "end": 407.66,
    "text": "You aren't driving outcomes."
  },
  {
    "start": 407.88,
    "end": 407.96,
    "text": "Ok."
  },
  {
    "start": 408.18,
    "end": 416.1,
    "text": "so If we fix the operating model and we actually give our leaders the time to navigate from the deck of a ship, they still need to be looking at the right maps."
  },
  {
    "start": 416.18,
    "end": 416.34,
    "text": "Right?"
  },
  {
    "start": 416.52,
    "end": 417.12,
    "text": "Absolutely!"
  },
  {
    "start": 417.62,
    "end": 420.3,
    "text": "Which leads us into the evolution of product intelligence."
  },
  {
    "start": 420.74,
    "end": 425.68,
    "text": "Because Mauricio Cardin has pointed out that this problem isn't lack-of-beta"
  },
  {
    "start": 426.02,
    "end": 426.96,
    "text": "Oh...we have too much data."
  },
  {
    "start": 427.38,
    "end": 429.5,
    "text": "Exactly The problem is interpretation."
  },
  {
    "start": 430.46,
    "end": 433.5,
    "text": "He says AI shouldn't just use to build chat features."
  },
  {
    "start": 434.12,
    "end": 438.72,
    "text": "It should an intelligence layer That connects fragmented telemetry And user feedback"
  },
  {
    "start": 439.24,
    "end": 441.6,
    "text": "to spot the patterns that humans just miss."
  },
  {
    "start": 441.76,
    "end": 446.48,
    "text": "Yes, and Nigs or Voodies highlighted how Netflix does this by treating data as a product"
  },
  {
    "start": 446.86,
    "end": 449.52,
    "text": "meaning it has clear ownership in life cycle management."
  },
  {
    "start": 449.7,
    "end": 456.28,
    "text": "right but there's a massive warning sign here from boost Raku skooner about optimizing for the wrong metrics."
  },
  {
    "start": 456.34,
    "end": 457.66,
    "text": "oh this is such a common trap."
  },
  {
    "start": 457.78,
    "end": 458.66,
    "text": "what were her examples?"
  },
  {
    "start": 458.74,
    "end": 460.08,
    "text": "so one was a mahjong app."
  },
  {
    "start": 460.28,
    "end": 467.74,
    "text": "they made the game easier to boost retention And sure it did temporarily, but it completely killed the challenge of game which was actual value."
  },
  {
    "start": 467.88,
    "end": 468.08,
    "text": "Oh!"
  },
  {
    "start": 468.44,
    "end": 470.28,
    "text": "So they alienated their core users?"
  },
  {
    "start": 470.36,
    "end": 470.84,
    "text": "Completely."
  },
  {
    "start": 471.28,
    "end": 473.4,
    "text": "and her other example is a puzzle game called Screwdom."
  },
  {
    "start": 473.82,
    "end": 477.48,
    "text": "They basically forced monetization and just lost user immediately."
  },
  {
    "start": 477.8,
    "end": 482.02,
    "text": "Optimizing dashboard metric without understanding user values destroys product."
  },
  {
    "start": 482.18,
    "end": 483.12,
    "text": "It really does."
  },
  {
    "start": 483.28,
    "end": 483.38,
    "text": "But"
  },
  {
    "start": 483.42,
    "end": 484.42,
    "text": "let's be real for second."
  },
  {
    "start": 484.88,
    "end": 490.96,
    "text": "If your PM and retention metrics revenue graphs are pointing up into right aren't we doing our jobs?"
  },
  {
    "start": 491.44,
    "end": 492.66,
    "text": "It looks like it on paper."
  },
  {
    "start": 492.9,
    "end": 493.12,
    "text": "Right,"
  },
  {
    "start": 493.52,
    "end": 499.36,
    "text": "so how does a PM justify ignoring a green dashboard to tell the CFO trust me?"
  },
  {
    "start": 499.62,
    "end": 501.14,
    "text": "The users actually hate it."
  },
  {
    "start": 501.34,
    "end": 501.48,
    "text": "Well"
  },
  {
    "start": 501.66,
    "end": 509.32,
    "text": "that right there is the definition of true product discipline...it means looking beyond that immediate dopamine hit of vanity metric."
  },
  {
    "start": 509.8,
    "end": 514.659,
    "text": "If you spike revenue this month but churn triples next month..the product is dying."
  },
  {
    "start": 514.919,
    "end": 515.059,
    "text": "Yeah!"
  },
  {
    "start": 515.22,
    "end": 515.74,
    "text": "That makes sense."
  },
  {
    "start": 515.78,
    "end": 517.32,
    "text": "its about sustainable outcomes"
  },
  {
    "start": 517.84,
    "end": 518.48,
    "text": "Exactly."
  },
  {
    "start": 519.12,
    "end": 523.86,
    "text": "Well, as we wrap up the steep dive We want to leave you with a final thought inspired by Pavel Fabrikantov."
  },
  {
    "start": 523.94,
    "end": 524.039,
    "text": "Oh"
  },
  {
    "start": 524.2,
    "end": 525.06,
    "text": "I love his take on this."
  },
  {
    "start": 525.14,
    "end": 530.14,
    "text": "Yeah he reminded us that buying AI tools and writing strategy docs is The easy part."
  },
  {
    "start": 530.24,
    "end": 531.16,
    "text": "anybody can do That."
  },
  {
    "start": 531.68,
    "end": 535.38,
    "text": "but true competitive advantage comes from Process knowledge"
  },
  {
    "start": 535.56,
    "end": 535.94,
    "text": "process."
  },
  {
    "start": 536.0,
    "end": 536.74,
    "text": "Knowledge yes"
  },
  {
    "start": 537.24,
    "end": 542.84,
    "text": "that tacit know-how That only accumulates when a team ships fails and adjusts together over time."
  },
  {
    "start": 543.28,
    "end": 546.42,
    "text": "So ask yourself are you just lawyering your roadmap with new tools or?"
  },
  {
    "start": 546.56,
    "end": 551.86,
    "text": "Are you actually engineering the deep process knowledge, but your competitors simply can't copy?"
  },
  {
    "start": 552.18,
    "end": 554.26,
    "text": "that is The real question to ask your team this week."
  },
  {
    "start": 554.34,
    "end": 554.68,
    "text": "it really"
  },
  {
    "start": 554.74,
    "end": 554.92,
    "text": "does"
  },
  {
    "start": 555.12,
    "end": 555.24,
    "text": "well."
  },
  {
    "start": 555.28,
    "end": 557.72,
    "text": "if you enjoyed This episode new episodes drop every two weeks."
  },
  {
    "start": 558.28,
    "end": 566.52,
    "text": "also check out our other editions on ICT in tech artificial intelligence cloud sustainability in green ICT, defense tech and health tech."
  }
]