[
  {
    "start": 0.06,
    "end": 9.24,
    "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 O two and O three."
  },
  {
    "start": 10.1,
    "end": 20.04,
    "text": "Frennus 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": 20.24,
    "end": 20.94,
    "text": "It's great to be back."
  },
  {
    "start": 20.98,
    "end": 27.08,
    "text": "We're doing a really specific deep dive today looking at digital products and services at the start of twenty twenty six."
  },
  {
    "start": 27.64,
    "end": 29.98,
    "text": "It really feels like the dust is finally settling."
  },
  {
    "start": 30.36,
    "end": 35.3,
    "text": "The last couple of years were just this frantic AI gold rush."
  },
  {
    "start": 35.4,
    "end": 38.48,
    "text": "Everyone was just scrambling to slap a generative sticker on their product."
  },
  {
    "start": 38.56,
    "end": 38.7,
    "text": "Right,"
  },
  {
    "start": 38.8,
    "end": 41.24,
    "text": "but early twenty-twenty-six feels different."
  },
  {
    "start": 41.5,
    "end": 41.7,
    "text": "Yeah."
  },
  {
    "start": 41.86,
    "end": 45.78,
    "text": "We're seeing this pretty clear shift from hype to, well, reliability."
  },
  {
    "start": 46.28,
    "end": 48.26,
    "text": "The talk isn't about what AI could do anymore."
  },
  {
    "start": 48.3,
    "end": 52.1,
    "text": "It's about what it's actually doing in production and, frankly, how often it's breaking."
  },
  {
    "start": 52.54,
    "end": 54.14,
    "text": "So today we've got a lot to get through."
  },
  {
    "start": 54.26,
    "end": 58.68,
    "text": "We're talking agentic workflows, the hard reality of what some are calling vibe coding."
  },
  {
    "start": 59.2,
    "end": 64.9,
    "text": "And some pretty tough truths about how product organizations are really structured versus how we like to pretend they are."
  },
  {
    "start": 65.2,
    "end": 65.34,
    "text": "Let's"
  },
  {
    "start": 65.4,
    "end": 67.24,
    "text": "kick off with that big shift in AI."
  },
  {
    "start": 67.86,
    "end": 70.42,
    "text": "For so long, AI was just this shiny feature."
  },
  {
    "start": 70.6,
    "end": 74.3,
    "text": "You know, you'd have your app and then the ask AI button tucked away in the corner."
  },
  {
    "start": 74.48,
    "end": 75.22,
    "text": "The bolt-on approach."
  },
  {
    "start": 75.5,
    "end": 75.62,
    "text": "Yeah."
  },
  {
    "start": 76.26,
    "end": 80.44,
    "text": "But based on the sources we're seeing, that era is just over."
  },
  {
    "start": 81.1,
    "end": 83.48,
    "text": "Jeffrey Ollie makes this really compelling argument."
  },
  {
    "start": 83.92,
    "end": 86.02,
    "text": "He says AI isn't a feature anymore."
  },
  {
    "start": 86.5,
    "end": 87.78,
    "text": "It's becoming the infrastructure."
  },
  {
    "start": 87.86,
    "end": 89.44,
    "text": "He has a specific phrase for that, right?"
  },
  {
    "start": 89.9,
    "end": 93.12,
    "text": "Moving from systems of record to systems of action."
  },
  {
    "start": 93.46,
    "end": 94.22,
    "text": "Can we unpack that?"
  },
  {
    "start": 94.28,
    "end": 97.9,
    "text": "Because system record sounds like pretty much every piece of enterprise software out there."
  },
  {
    "start": 98.26,
    "end": 98.72,
    "text": "Exactly."
  },
  {
    "start": 99.38,
    "end": 100.3,
    "text": "Think of your CRM."
  },
  {
    "start": 100.8,
    "end": 102.44,
    "text": "Its job is to just sit there and hold beta."
  },
  {
    "start": 102.98,
    "end": 103.88,
    "text": "It's passive warehouse."
  },
  {
    "start": 103.94,
    "end": 105.26,
    "text": "You put data in, you take it out."
  },
  {
    "start": 105.32,
    "end": 105.52,
    "text": "Right."
  },
  {
    "start": 105.96,
    "end": 110.3,
    "text": "Jeffrey Ollie's point is that AI is turning software into a system of action."
  },
  {
    "start": 110.7,
    "end": 111.74,
    "text": "It doesn't just hold the data."
  },
  {
    "start": 112.22,
    "end": 113.24,
    "text": "It reasons over it."
  },
  {
    "start": 113.62,
    "end": 114.64,
    "text": "And it actually does something."
  },
  {
    "start": 115.1,
    "end": 116.22,
    "text": "It executes the work."
  },
  {
    "start": 116.66,
    "end": 120.74,
    "text": "And we are seeing some, I mean, staggering metrics on what that execution can look like."
  },
  {
    "start": 121.06,
    "end": 123.34,
    "text": "Martin McDonough showed a case study that really stood out."
  },
  {
    "start": 123.46,
    "end": 123.48,
    "text": "Oh,"
  },
  {
    "start": 123.52,
    "end": 124.72,
    "text": "the service design project one?"
  },
  {
    "start": 124.78,
    "end": 125.2,
    "text": "Yes."
  },
  {
    "start": 125.68,
    "end": 130.539,
    "text": "They were analyzing this huge digital portfolio, which is normally just a complete slog."
  },
  {
    "start": 130.8,
    "end": 131.06,
    "text": "It is."
  },
  {
    "start": 131.64,
    "end": 134.52,
    "text": "It's weeks of reading documents, mapping user flows."
  },
  {
    "start": 135.44,
    "end": 139.74,
    "text": "But Martin's team... used AI for that heavy lifting, the initial analysis."
  },
  {
    "start": 139.82,
    "end": 142.44,
    "text": "And the results were pretty incredible."
  },
  {
    "start": 142.62,
    "end": 144.26,
    "text": "They got the workload by eighty percent."
  },
  {
    "start": 144.42,
    "end": 147.1,
    "text": "They went from twenty days of pure analysis down to just"
  },
  {
    "start": 147.2,
    "end": 147.46,
    "text": "four."
  },
  {
    "start": 147.64,
    "end": 148.7,
    "text": "That's massive."
  },
  {
    "start": 149.22,
    "end": 151.64,
    "text": "But here's my usual skepticism with stats like that."
  },
  {
    "start": 152.08,
    "end": 155.56,
    "text": "Does that just mean the company gets to fire people or does the work actually improve?"
  },
  {
    "start": 155.92,
    "end": 157.48,
    "text": "Efficiency can be a loaded term."
  },
  {
    "start": 157.82,
    "end": 158.76,
    "text": "That's the key question."
  },
  {
    "start": 159.3,
    "end": 162.82,
    "text": "But in this case, it was explicitly about reallocating their time."
  },
  {
    "start": 163.46,
    "end": 171.12,
    "text": "They took those sixteen days they saved and use them for synthesis, for actually talking to the client, understanding the nuance, and solving the real problem."
  },
  {
    "start": 171.52,
    "end": 173.34,
    "text": "So less time reading, more time thinking."
  },
  {
    "start": 173.68,
    "end": 174.16,
    "text": "Exactly."
  },
  {
    "start": 174.34,
    "end": 180.36,
    "text": "Okay, so if we're handing off that reading and processing to an AI, we have to be able to trust it's doing a good job."
  },
  {
    "start": 180.62,
    "end": 180.8,
    "text": "Right."
  },
  {
    "start": 180.92,
    "end": 186.26,
    "text": "And this brings us to a major technical theme from the sources, AI evaluations, or ESOLs."
  },
  {
    "start": 186.64,
    "end": 188.82,
    "text": "This is the piece that's missing for so many teams."
  },
  {
    "start": 189.36,
    "end": 191.82,
    "text": "Akash Gupta has been very vocal about this."
  },
  {
    "start": 192.3,
    "end": 196.82,
    "text": "He basically argues that product managers need to stop treating AI like a magic box."
  },
  {
    "start": 197.34,
    "end": 199.34,
    "text": "And start treating it like an engineering problem."
  },
  {
    "start": 199.5,
    "end": 199.72,
    "text": "Right."
  },
  {
    "start": 199.92,
    "end": 201.26,
    "text": "You can't just prompt and pray."
  },
  {
    "start": 201.36,
    "end": 202.18,
    "text": "Prompt and pray."
  },
  {
    "start": 202.68,
    "end": 203.18,
    "text": "I love that."
  },
  {
    "start": 203.38,
    "end": 205.82,
    "text": "It's definitely the default strategy for so many people."
  },
  {
    "start": 205.96,
    "end": 208.6,
    "text": "You tweak the prompt, it looks good once, and you ship it."
  },
  {
    "start": 208.8,
    "end": 208.86,
    "text": "And"
  },
  {
    "start": 208.9,
    "end": 211.98,
    "text": "then a user asks something slightly different, and the whole thing just falls apart."
  },
  {
    "start": 212.28,
    "end": 215.1,
    "text": "So what does Akash say we should be doing instead?"
  },
  {
    "start": 215.38,
    "end": 216.42,
    "text": "He gets very tactical."
  },
  {
    "start": 216.94,
    "end": 222.18,
    "text": "First, he says, to stop using these generic helpfulness scores, they're too subjective."
  },
  {
    "start": 222.32,
    "end": 223.14,
    "text": "Was this helpful?"
  },
  {
    "start": 223.48,
    "end": 224.94,
    "text": "Yeah, that's a vanity metric."
  },
  {
    "start": 225.02,
    "end": 225.02,
    "text": "A"
  },
  {
    "start": 225.12,
    "end": 226.4,
    "text": "complete vanity metric."
  },
  {
    "start": 226.88,
    "end": 229.5,
    "text": "He advocates for what he calls binary judges."
  },
  {
    "start": 229.62,
    "end": 229.98,
    "text": "Binary"
  },
  {
    "start": 230.08,
    "end": 230.42,
    "text": "judges."
  },
  {
    "start": 230.48,
    "end": 230.6,
    "text": "Yeah."
  },
  {
    "start": 231.0,
    "end": 231.64,
    "text": "Pass or fail."
  },
  {
    "start": 231.76,
    "end": 231.86,
    "text": "Yeah."
  },
  {
    "start": 232.72,
    "end": 234.74,
    "text": "Did the AI pull the correct document?"
  },
  {
    "start": 235.46,
    "end": 235.92,
    "text": "Yes or no?"
  },
  {
    "start": 236.24,
    "end": 236.38,
    "text": "Mm-hmm."
  },
  {
    "start": 236.78,
    "end": 238.04,
    "text": "Did it hallucinate a number?"
  },
  {
    "start": 238.16,
    "end": 238.54,
    "text": "Yes or no?"
  },
  {
    "start": 239.36,
    "end": 244.22,
    "text": "Business logic is usually binary, so you need automated tests that check these constraints."
  },
  {
    "start": 244.6,
    "end": 246.24,
    "text": "every single time you change a prompt."
  },
  {
    "start": 246.42,
    "end": 248.46,
    "text": "It's basically unit testing for language models."
  },
  {
    "start": 248.56,
    "end": 249.04,
    "text": "Precisely."
  },
  {
    "start": 249.7,
    "end": 256.3,
    "text": "If you change the prompt to make the tone a bit friendlier, you need to know instantly if you just broke the core logic."
  },
  {
    "start": 256.459,
    "end": 257.2,
    "text": "Okay, that makes sense."
  },
  {
    "start": 257.56,
    "end": 259.36,
    "text": "But then he adds another layer of that."
  },
  {
    "start": 260.459,
    "end": 262.24,
    "text": "Well, I think a lot of PMs are going to hate this part."
  },
  {
    "start": 262.64,
    "end": 264.62,
    "text": "He insists on manual error analysis."
  },
  {
    "start": 265.36,
    "end": 267.92,
    "text": "He says you have to sit down and read, one hundred traces."
  },
  {
    "start": 268.28,
    "end": 270.6,
    "text": "A hundred conversations, line by line."
  },
  {
    "start": 270.82,
    "end": 273.24,
    "text": "Yeah, a hundred actual AI conversations."
  },
  {
    "start": 273.36,
    "end": 277.52,
    "text": "Reading through a hundred logs of JSON data, that sounds like absolute torture."
  },
  {
    "start": 277.76,
    "end": 283.26,
    "text": "It does sound tedious, but his point is, you spot patterns that you would never, ever find on a dashboard."
  },
  {
    "start": 283.58,
    "end": 285.62,
    "text": "You start to see why the model is getting confused."
  },
  {
    "start": 285.66,
    "end": 289.74,
    "text": "You realize, oh, it fails every time a user asks about pricing in euros."
  },
  {
    "start": 289.88,
    "end": 289.92,
    "text": "You"
  },
  {
    "start": 289.98,
    "end": 291.72,
    "text": "can't fix what you don't actually see."
  },
  {
    "start": 291.96,
    "end": 293.16,
    "text": "You can't fix what you don't read."
  },
  {
    "start": 293.88,
    "end": 297.54,
    "text": "Okay, so we've got the infrastructure, we've got the evaluation methods."
  },
  {
    "start": 297.9,
    "end": 299.64,
    "text": "Now let's talk about what we're actually building."
  },
  {
    "start": 299.98,
    "end": 303.12,
    "text": "The buzzword for twenty-twenty-six is, without a doubt, agents."
  },
  {
    "start": 304.0,
    "end": 308.82,
    "text": "But Paul Wehran points out that most people are just building slightly better chatbots and calling them agents."
  },
  {
    "start": 309.06,
    "end": 310.06,
    "text": "There's a huge difference."
  },
  {
    "start": 310.84,
    "end": 317.42,
    "text": "Palos lays out a seven-step process for building real agents, and it goes way beyond just text in, text out."
  },
  {
    "start": 318.1,
    "end": 318.88,
    "text": "Starts with a system."
  },
  {
    "start": 318.96,
    "end": 321.26,
    "text": "prompt, sure, but then you have to pick a reasoning model."
  },
  {
    "start": 321.6,
    "end": 323.16,
    "text": "He mentions the GPT-V family."
  },
  {
    "start": 323.86,
    "end": 325.04,
    "text": "And this is the crucial part."
  },
  {
    "start": 325.52,
    "end": 327.08,
    "text": "Give it access to tools."
  },
  {
    "start": 327.56,
    "end": 332.8,
    "text": "Tools, as in it can actually check a calendar or query a database or maybe send an email."
  },
  {
    "start": 333.08,
    "end": 333.54,
    "text": "Exactly."
  },
  {
    "start": 333.88,
    "end": 334.8,
    "text": "An agent has memory."
  },
  {
    "start": 335.76,
    "end": 336.74,
    "text": "It can orchestrate a plan."
  },
  {
    "start": 337.1,
    "end": 338.38,
    "text": "It doesn't just answer a question."
  },
  {
    "start": 338.86,
    "end": 339.9,
    "text": "It solves a multi-step"
  },
  {
    "start": 340.14,
    "end": 340.6,
    "text": "problem."
  },
  {
    "start": 340.98,
    "end": 341.86,
    "text": "It has agency."
  },
  {
    "start": 342.26,
    "end": 343.9,
    "text": "but this is where we hit that classic wall."
  },
  {
    "start": 344.38,
    "end": 349.72,
    "text": "You can build the smartest agent in the world, but Raina Monforti brings up this very human problem."
  },
  {
    "start": 350.08,
    "end": 352.04,
    "text": "She says the technology isn't the blocker."
  },
  {
    "start": 352.34,
    "end": 352.82,
    "text": "It's trust."
  },
  {
    "start": 352.98,
    "end": 353.5,
    "text": "It's trust."
  },
  {
    "start": 353.6,
    "end": 353.76,
    "text": "Yeah,"
  },
  {
    "start": 353.8,
    "end": 355.0,
    "text": "this is a fascinating story."
  },
  {
    "start": 355.48,
    "end": 357.06,
    "text": "She shared an example of an ops team."
  },
  {
    "start": 357.56,
    "end": 361.3,
    "text": "Management rolls out this fancy new LLM tool to automate their workflow."
  },
  {
    "start": 361.98,
    "end": 365.56,
    "text": "Technically, it's perfect, but adoption is totally stuck at twenty percent."
  },
  {
    "start": 365.84,
    "end": 366.72,
    "text": "The team just wouldn't use it."
  },
  {
    "start": 367.02,
    "end": 370.64,
    "text": "Were they worried it was going to hallucinate and make them look bad or take their jobs?"
  },
  {
    "start": 371.1,
    "end": 373.84,
    "text": "A bit of both, I think, but mostly just a fear of the black box."
  },
  {
    "start": 374.3,
    "end": 375.78,
    "text": "They didn't understand how it worked."
  },
  {
    "start": 376.4,
    "end": 378.08,
    "text": "So the fix wasn't technical at all."
  },
  {
    "start": 378.66,
    "end": 381.76,
    "text": "They changed the workflow to include human in the loop steps."
  },
  {
    "start": 382.16,
    "end": 384.74,
    "text": "So they put a person at a key approval point."
  },
  {
    "start": 384.92,
    "end": 385.14,
    "text": "Yes."
  },
  {
    "start": 385.82,
    "end": 390.54,
    "text": "They designed specific points where a human had to review and approve the AI's work."
  },
  {
    "start": 390.76,
    "end": 391.82,
    "text": "And what happened to adoption?"
  },
  {
    "start": 392.4,
    "end": 393.66,
    "text": "Shot up to one hundred percent."
  },
  {
    "start": 394.22,
    "end": 397.62,
    "text": "By making the automation less automated, they actually made it usable."
  },
  {
    "start": 398.08,
    "end": 401.68,
    "text": "It gave the team psychological safety and they felt like they were still in control."
  },
  {
    "start": 401.96,
    "end": 405.3,
    "text": "That connects perfectly with Jacqueline Reinhart's point on security."
  },
  {
    "start": 405.78,
    "end": 409.12,
    "text": "Because if we're building these agents, that can take real action."
  },
  {
    "start": 409.76,
    "end": 412.18,
    "text": "delete files, read emails."
  },
  {
    "start": 412.86,
    "end": 415.7,
    "text": "Trust isn't just a feeling, it's an architecture."
  },
  {
    "start": 415.82,
    "end": 417.82,
    "text": "You can't just hope the AI won't go rogue."
  },
  {
    "start": 418.34,
    "end": 420.62,
    "text": "Jacqueline argues for a hybrid architecture."
  },
  {
    "start": 420.92,
    "end": 421.0,
    "text": "Yeah."
  },
  {
    "start": 421.18,
    "end": 423.94,
    "text": "Use the gen AI for the reasoning part, the creative thinking."
  },
  {
    "start": 424.12,
    "end": 426.76,
    "text": "But you wrap it in what she called deterministic AI."
  },
  {
    "start": 426.98,
    "end": 427.2,
    "text": "Right."
  },
  {
    "start": 427.6,
    "end": 430.6,
    "text": "Deterministic meaning hard-coded rules, old-fashioned code."
  },
  {
    "start": 430.9,
    "end": 434.14,
    "text": "You don't ask the LLM, hey, do you think this user should see this sensitive file?"
  },
  {
    "start": 434.28,
    "end": 436.46,
    "text": "No, you check the permissions database."
  },
  {
    "start": 436.84,
    "end": 437.2,
    "text": "Exactly."
  },
  {
    "start": 437.28,
    "end": 439.78,
    "text": "You put the AI in a straight jacket of strict rules."
  },
  {
    "start": 440.06,
    "end": 442.04,
    "text": "That's how you prevent things like prompt injection."
  },
  {
    "start": 442.08,
    "end": 445.06,
    "text": "You have to separate the brain from the keys to the castle."
  },
  {
    "start": 445.36,
    "end": 449.36,
    "text": "That feels like a non-negotiable step if agents are going to do any real work."
  },
  {
    "start": 449.96,
    "end": 455.94,
    "text": "Now, speaking of work, this whole shift is causing a bit of an identity crisis for product managers."
  },
  {
    "start": 456.0,
    "end": 459.2,
    "text": "We've got this new term floating around, vibe coding."
  },
  {
    "start": 459.62,
    "end": 461.26,
    "text": "I love this term, vibe coding."
  },
  {
    "start": 461.46,
    "end": 464.12,
    "text": "It just, it captures the moment perfectly."
  },
  {
    "start": 464.3,
    "end": 468.46,
    "text": "It sounds like something a DJ would do, not a developer, but it's a real thing, right?"
  },
  {
    "start": 468.62,
    "end": 469.42,
    "text": "Oh, it's very real."
  },
  {
    "start": 470.4,
    "end": 474.04,
    "text": "Lenny Raczitzki put a spotlight on this with Xavier Arnovitz from Meta."
  },
  {
    "start": 474.8,
    "end": 476.66,
    "text": "Now, Xavi is a non-technical PM."
  },
  {
    "start": 476.84,
    "end": 478.94,
    "text": "He says he's scared to even look at a GitHub repo."
  },
  {
    "start": 479.5,
    "end": 484.3,
    "text": "But with tools like Cursor and Claude Code, he's building real functional products."
  },
  {
    "start": 484.36,
    "end": 484.4,
    "text": "So"
  },
  {
    "start": 484.46,
    "end": 491.26,
    "text": "the idea is you just tell the AI the vibe you want, make this pop, add a login screen, connect this to Stripe, and it just does it."
  },
  {
    "start": 491.74,
    "end": 496.48,
    "text": "It's incredibly powerful for prototyping, but a very strong counterargument is emerging."
  },
  {
    "start": 497.14,
    "end": 500.96,
    "text": "Aitir Abdul Raf warns that we're confusing building with engineering."
  },
  {
    "start": 501.3,
    "end": 502.84,
    "text": "Okay, what's the distinction he's making?"
  },
  {
    "start": 503.56,
    "end": 506.48,
    "text": "If the app works, does it really matter how it was made?"
  },
  {
    "start": 513.12,
    "end": 517.86,
    "text": "But what happens when you need to integrate with some legacy API, or the system architecture needs to scale?"
  },
  {
    "start": 518.059,
    "end": 518.179,
    "text": "Yeah,"
  },
  {
    "start": 518.24,
    "end": 522.059,
    "text": "when the app breaks, you can't just tell the AI, the vibe is off, please fix it."
  },
  {
    "start": 522.419,
    "end": 524.26,
    "text": "You need to know how to read an error log."
  },
  {
    "start": 524.42,
    "end": 525.84,
    "text": "You need to know what a four-oh-four is."
  },
  {
    "start": 526.3,
    "end": 529.94,
    "text": "ATR says PMs need to understand APIs and system design more than ever."
  },
  {
    "start": 530.62,
    "end": 535.02,
    "text": "Otherwise, you're just creating a huge mess that a real engineer has to come in and clean up later."
  },
  {
    "start": 535.18,
    "end": 535.38,
    "text": "David"
  },
  {
    "start": 535.42,
    "end": 536.78,
    "text": "Pereira had a great take on this."
  },
  {
    "start": 536.94,
    "end": 540.3,
    "text": "He said, vibe coding doesn't fix bad product thinking."
  },
  {
    "start": 540.44,
    "end": 541.46,
    "text": "That is the bottom line."
  },
  {
    "start": 541.94,
    "end": 546.1,
    "text": "It doesn't matter if you use Python or some magic pattern tool for prototyping."
  },
  {
    "start": 546.66,
    "end": 548.72,
    "text": "The code is just the delivery mechanism."
  },
  {
    "start": 549.26,
    "end": 554.04,
    "text": "If you don't understand the user problem, you're just building the wrong thing faster than ever before."
  },
  {
    "start": 554.14,
    "end": 555.8,
    "text": "You're just scaling bad decisions."
  },
  {
    "start": 556.44,
    "end": 560.68,
    "text": "And Jayzer Bratzidev points out this very real danger for AIPMs."
  },
  {
    "start": 561.22,
    "end": 564.8,
    "text": "They get so sucked into the building, the tweaking, the debugging."
  },
  {
    "start": 564.84,
    "end": 564.9,
    "text": "But"
  },
  {
    "start": 564.96,
    "end": 566.22,
    "text": "they stop doing strategy."
  },
  {
    "start": 566.64,
    "end": 568.86,
    "text": "They become the engineer they are trying to avoid being."
  },
  {
    "start": 569.64,
    "end": 572.8,
    "text": "And strategy is always the first thing to go when you're busy firefighting."
  },
  {
    "start": 573.3,
    "end": 577.84,
    "text": "Which is a perfect segue to our next big theme, the organization itself."
  },
  {
    "start": 578.58,
    "end": 584.98,
    "text": "Because you can have the best PMs, the smartest AI, but if the company structure is broken, it just doesn't matter."
  },
  {
    "start": 585.3,
    "end": 586.14,
    "text": "It really doesn't."
  },
  {
    "start": 586.2,
    "end": 586.3,
    "text": "Yeah."
  },
  {
    "start": 586.52,
    "end": 590.62,
    "text": "And we're seeing some interesting pushback against that ideal product model."
  },
  {
    "start": 591.06,
    "end": 594.3,
    "text": "For years, the story was all about empowered teams."
  },
  {
    "start": 594.34,
    "end": 596.1,
    "text": "Give the team a goal and get out of the way."
  },
  {
    "start": 596.22,
    "end": 596.4,
    "text": "Right."
  },
  {
    "start": 596.76,
    "end": 597.86,
    "text": "But Aunt Murphy points out."
  },
  {
    "start": 598.08,
    "end": 604.0,
    "text": "that in twenty twenty five, and now in twenty twenty six, we've seen this huge swing back to what he calls founder mode."
  },
  {
    "start": 604.32,
    "end": 605.2,
    "text": "Founder mode."
  },
  {
    "start": 605.28,
    "end": 607.34,
    "text": "That sounds like micromanagement with better branding."
  },
  {
    "start": 607.74,
    "end": 608.34,
    "text": "It kind of is."
  },
  {
    "start": 608.8,
    "end": 610.5,
    "text": "It's executives taking top-down control."
  },
  {
    "start": 610.72,
    "end": 613.72,
    "text": "They're basically saying, I don't care about your discovery process."
  },
  {
    "start": 613.8,
    "end": 615.68,
    "text": "I want this feature shipped by Tuesday."
  },
  {
    "start": 616.44,
    "end": 618.4,
    "text": "It's a reaction to feeling like they've lost control."
  },
  {
    "start": 618.64,
    "end": 621.52,
    "text": "So the autonomy of the product team is actually shrinking in some places."
  },
  {
    "start": 621.68,
    "end": 622.58,
    "text": "In many places, yes."
  },
  {
    "start": 623.2,
    "end": 625.3,
    "text": "The focus shifts entirely to delivery metrics."
  },
  {
    "start": 625.96,
    "end": 626.96,
    "text": "Output over outcome."
  },
  {
    "start": 627.46,
    "end": 628.68,
    "text": "How many story points did we ship?"
  },
  {
    "start": 629.52,
    "end": 631.86,
    "text": "Not, did we actually move the needle for the business?"
  },
  {
    "start": 632.18,
    "end": 636.48,
    "text": "That sounds incredibly depressing for anyone who actually loves building products."
  },
  {
    "start": 637.16,
    "end": 639.16,
    "text": "But is there a way to do this right?"
  },
  {
    "start": 639.54,
    "end": 643.64,
    "text": "How do you implement a good operating model without it just collapsing?"
  },
  {
    "start": 644.1,
    "end": 646.1,
    "text": "Darren Emory has some very practical advice here."
  },
  {
    "start": 646.46,
    "end": 649.28,
    "text": "He says, the biggest mistake is the Big Bang transformation."
  },
  {
    "start": 650.0,
    "end": 654.44,
    "text": "You know, the all hands email that says, starting Monday, we are all empowered squads."
  },
  {
    "start": 654.66,
    "end": 657.92,
    "text": "And for the next six months, nothing works because no one knows who to talk to."
  },
  {
    "start": 658.46,
    "end": 658.8,
    "text": "Exactly."
  },
  {
    "start": 659.42,
    "end": 660.56,
    "text": "Deer and suggests a pilot."
  },
  {
    "start": 661.3,
    "end": 661.92,
    "text": "Start small."
  },
  {
    "start": 662.64,
    "end": 663.42,
    "text": "One value stream."
  },
  {
    "start": 664.1,
    "end": 664.62,
    "text": "One outcome."
  },
  {
    "start": 665.54,
    "end": 666.42,
    "text": "One empowered team."
  },
  {
    "start": 666.92,
    "end": 668.02,
    "text": "And give them ninety days."
  },
  {
    "start": 668.66,
    "end": 670.46,
    "text": "Prove that this way of working actually works."
  },
  {
    "start": 671.02,
    "end": 671.72,
    "text": "Then you expand."
  },
  {
    "start": 672.04,
    "end": 673.18,
    "text": "Prove it before you scale it."
  },
  {
    "start": 673.28,
    "end": 673.96,
    "text": "Seems logical."
  },
  {
    "start": 674.26,
    "end": 676.7,
    "text": "And Sven van Horbeek adds a crucial first step to that."
  },
  {
    "start": 676.94,
    "end": 678.26,
    "text": "He says, don't even start with the teams."
  },
  {
    "start": 678.68,
    "end": 680.0,
    "text": "Start with the WHY."
  },
  {
    "start": 680.3,
    "end": 681.04,
    "text": "Why are we doing this?"
  },
  {
    "start": 681.12,
    "end": 683.7,
    "text": "Is it to innovate faster, reduce churn?"
  },
  {
    "start": 684.22,
    "end": 687.18,
    "text": "If you can't state the business reason, you're just rearranging deck chairs."
  },
  {
    "start": 687.74,
    "end": 690.04,
    "text": "It's changed for the sake of a new org chart."
  },
  {
    "start": 690.58,
    "end": 695.84,
    "text": "And Melissa Apple points out another classic failure mode, which is trying to change the product team in a vacuum."
  },
  {
    "start": 696.2,
    "end": 697.04,
    "text": "Oh, this is so common."
  },
  {
    "start": 697.32,
    "end": 699.66,
    "text": "You tell PMs, your mini CEOs know."
  },
  {
    "start": 700.3,
    "end": 702.88,
    "text": "But engineering is still run like a ticket-taking service desk."
  },
  {
    "start": 703.38,
    "end": 707.48,
    "text": "And sales is still out there selling features from a roadmap a year in advance."
  },
  {
    "start": 707.9,
    "end": 709.74,
    "text": "And the PM is just crushed in the middle."
  },
  {
    "start": 709.78,
    "end": 712.9,
    "text": "They get all the responsibility, but none of the actual authority."
  },
  {
    "start": 713.2,
    "end": 715.1,
    "text": "Melissa's point is that it's an ecosystem."
  },
  {
    "start": 715.82,
    "end": 720.48,
    "text": "If your partners in sales and engineering aren't aligned, the model will fail, period."
  },
  {
    "start": 721.02,
    "end": 723.56,
    "text": "You can't be an agile island in a waterfall ocean."
  },
  {
    "start": 723.76,
    "end": 726.24,
    "text": "Afonso Malofranco had a great way of putting this."
  },
  {
    "start": 726.74,
    "end": 730.06,
    "text": "He warned against the romantic narratives of big tech."
  },
  {
    "start": 730.38,
    "end": 735.56,
    "text": "Yes, we all look at Spotify or Google and see these perfect autonomous pods."
  },
  {
    "start": 735.68,
    "end": 743.54,
    "text": "But Afonso reminds us that those pods are propped up by a massive support structure, program managers, ops teams, platform teams."
  },
  {
    "start": 743.9,
    "end": 746.26,
    "text": "You can't just copy the squad model without the scaffolding."
  },
  {
    "start": 746.48,
    "end": 749.98,
    "text": "So how does a company know if they're actually ready for this kind of shift?"
  },
  {
    "start": 750.14,
    "end": 751.82,
    "text": "Dave Baines offers a health check."
  },
  {
    "start": 752.3,
    "end": 756.26,
    "text": "It's basically diagnostic to see if your day-to-day reality matches your ambition."
  },
  {
    "start": 756.98,
    "end": 759.1,
    "text": "It forces some really honest self-reflection."
  },
  {
    "start": 759.42,
    "end": 761.68,
    "text": "Okay, let's bring this down to the individual."
  },
  {
    "start": 761.82,
    "end": 767.14,
    "text": "We've talked tech, we've talked org charts, but what about the PM at their desk on a Monday morning?"
  },
  {
    "start": 767.74,
    "end": 769.16,
    "text": "How do they survive all this?"
  },
  {
    "start": 769.82,
    "end": 771.46,
    "text": "First, they have to reclaim their time."
  },
  {
    "start": 772.78,
    "end": 774.94,
    "text": "Stephanie Liu shared a really alarming statistic."
  },
  {
    "start": 775.4,
    "end": 778.86,
    "text": "She says, seventy percent of a PM's week is reactive work."
  },
  {
    "start": 779.34,
    "end": 783.1,
    "text": "answering slacks, putting out fire, sitting in meetings they don't need to be in."
  },
  {
    "start": 783.64,
    "end": 784.52,
    "text": "Seventy percent."
  },
  {
    "start": 784.58,
    "end": 788.14,
    "text": "That leaves almost no time for deep strategic thinking."
  },
  {
    "start": 789.12,
    "end": 792.6,
    "text": "Stephanie argues that leadership has to actively protect that focus time."
  },
  {
    "start": 793.22,
    "end": 796.22,
    "text": "Maybe two hours of uninterrupted time every other day."
  },
  {
    "start": 796.32,
    "end": 800.08,
    "text": "That sounds like a dream, but in one of those founder mode companies, that's got to be a tough sell."
  },
  {
    "start": 800.36,
    "end": 801.72,
    "text": "Why aren't you answering my messages?"
  },
  {
    "start": 801.92,
    "end": 804.9,
    "text": "It's hard, but the alternative is just being a busy fool."
  },
  {
    "start": 805.9,
    "end": 807.4,
    "text": "Which brings us to prioritization."
  },
  {
    "start": 807.78,
    "end": 810.82,
    "text": "Groshan Gupta has some great advice on handling stakeholders."
  },
  {
    "start": 811.06,
    "end": 811.88,
    "text": "The classic struggle."
  },
  {
    "start": 812.16,
    "end": 814.72,
    "text": "Sales wants a feature, marketing wants a launch date."
  },
  {
    "start": 815.24,
    "end": 816.48,
    "text": "And the PM just says, I'll try."
  },
  {
    "start": 816.68,
    "end": 818.6,
    "text": "And I'll try is the worst possible answer."
  },
  {
    "start": 818.7,
    "end": 820.0,
    "text": "It just erodes your credibility."
  },
  {
    "start": 820.48,
    "end": 824.28,
    "text": "Groshan says you have to treat feedback as decision input, not a command."
  },
  {
    "start": 824.6,
    "end": 828.36,
    "text": "So how do you say no without, you know, getting fired?"
  },
  {
    "start": 828.92,
    "end": 829.88,
    "text": "You reframe the question."
  },
  {
    "start": 830.3,
    "end": 833.74,
    "text": "When a stakeholder asks for feature X, You don't just say no."
  },
  {
    "start": 834.24,
    "end": 837.02,
    "text": "You ask, OK, to make space for X, what are we going to drop?"
  },
  {
    "start": 837.5,
    "end": 841.02,
    "text": "Or you ask, which of our OKRs does this move forward?"
  },
  {
    "start": 841.42,
    "end": 843.42,
    "text": "You make them do the trade-off math with you."
  },
  {
    "start": 844.02,
    "end": 844.42,
    "text": "Exactly."
  },
  {
    "start": 845.04,
    "end": 848.72,
    "text": "You turn it from a simple request into a negotiation about value."
  },
  {
    "start": 849.46,
    "end": 852.12,
    "text": "It forces them to see that your time is an infinite."
  },
  {
    "start": 852.62,
    "end": 857.92,
    "text": "Marlon Davis points out that a lot of this confusion just comes from mixing up product management with project management."
  },
  {
    "start": 858.2,
    "end": 860.08,
    "text": "A distinction that gets blurred all the time."
  },
  {
    "start": 860.6,
    "end": 862.02,
    "text": "Marlon's clarification is simple."
  },
  {
    "start": 862.52,
    "end": 864.36,
    "text": "Product owns the value in the direction."
  },
  {
    "start": 864.72,
    "end": 865.6,
    "text": "What are we building and why?"
  },
  {
    "start": 866.34,
    "end": 867.48,
    "text": "Project owns the delivery."
  },
  {
    "start": 867.92,
    "end": 869.48,
    "text": "When is it coming and how do we execute?"
  },
  {
    "start": 869.58,
    "end": 869.64,
    "text": "And"
  },
  {
    "start": 869.68,
    "end": 871.96,
    "text": "when the PM is forced to become a project manager,"
  },
  {
    "start": 872.14,
    "end": 878.2,
    "text": "you get products that ship perfectly on time under budget and then fail silently in the market because nobody actually wanted them."
  },
  {
    "start": 878.4,
    "end": 879.04,
    "text": "We executed"
  },
  {
    "start": 879.08,
    "end": 880.34,
    "text": "the wrong plan perfectly."
  },
  {
    "start": 880.58,
    "end": 880.92,
    "text": "You got"
  },
  {
    "start": 880.96,
    "end": 881.0,
    "text": "it."
  },
  {
    "start": 881.2,
    "end": 885.62,
    "text": "Finally, Tim Herbig offers a piece of advice that I think applies to, well, everyone in this industry."
  },
  {
    "start": 886.3,
    "end": 886.96,
    "text": "Drop the jargon."
  },
  {
    "start": 887.1,
    "end": 887.24,
    "text": "Yes,"
  },
  {
    "start": 887.32,
    "end": 887.7,
    "text": "please."
  },
  {
    "start": 888.14,
    "end": 889.92,
    "text": "We hide behind these complex terms."
  },
  {
    "start": 890.56,
    "end": 891.76,
    "text": "Hypothesis validation."
  },
  {
    "start": 892.36,
    "end": 893.34,
    "text": "Discovery sprints."
  },
  {
    "start": 893.9,
    "end": 897.42,
    "text": "Tim says just use plain English instead of we need to run a validation experiment."
  },
  {
    "start": 897.48,
    "end": 898.02,
    "text": "Just ask."
  },
  {
    "start": 898.5,
    "end": 900.74,
    "text": "How can we find out if we should build this?"
  },
  {
    "start": 901.1,
    "end": 903.02,
    "text": "It's such a simple, powerful question."
  },
  {
    "start": 903.24,
    "end": 904.76,
    "text": "It cuts through all the noise."
  },
  {
    "start": 904.84,
    "end": 905.02,
    "text": "Yeah."
  },
  {
    "start": 905.22,
    "end": 908.28,
    "text": "And really, I think that sums up the whole theme of these last two weeks."
  },
  {
    "start": 908.44,
    "end": 908.8,
    "text": "How do you mean?"
  },
  {
    "start": 909.18,
    "end": 910.72,
    "text": "Well, think about what we've discussed."
  },
  {
    "start": 911.62,
    "end": 921.8,
    "text": "AI evils that use binary yes or no judgments, product models that start with the why instead of the process, and language that drops the jargon."
  },
  {
    "start": 922.36,
    "end": 923.76,
    "text": "It's all about a search for clarity."
  },
  {
    "start": 924.3,
    "end": 929.26,
    "text": "We're moving away from the hype and trying to get to the hard reality of building things that are actually valuable."
  },
  {
    "start": 929.4,
    "end": 930.94,
    "text": "That's a fantastic summary."
  },
  {
    "start": 931.02,
    "end": 940.9,
    "text": "We've covered a lot of ground today from AI as systems of action to the dangers of vibe coding and the ongoing struggle for strategy in a founder mode world."
  },
  {
    "start": 941.24,
    "end": 945.52,
    "text": "It's a complex landscape for sure, but I feel like the path forward is clearer than it's been in a while."
  },
  {
    "start": 945.92,
    "end": 946.66,
    "text": "I couldn't agree more."
  },
  {
    "start": 947.36,
    "end": 950.24,
    "text": "And for everyone listening, here's a final thought for you to chew on."
  },
  {
    "start": 950.4,
    "end": 955.88,
    "text": "We talked about how AI is taking over the execution, the coding, the analysis, all the grunt work."
  },
  {
    "start": 956.44,
    "end": 961.62,
    "text": "If the doing becomes automated, your value as a human is entirely in the deciding."
  },
  {
    "start": 961.66,
    "end": 967.6,
    "text": "So the question is, are your decision making skills sharp enough to be your only marketable asset?"
  },
  {
    "start": 968.08,
    "end": 970.44,
    "text": "That is the uncomfortable question for twenty twenty six."
  },
  {
    "start": 970.92,
    "end": 973.96,
    "text": "If you enjoyed this episode, new episodes drop every two weeks."
  },
  {
    "start": 974.42,
    "end": 981.58,
    "text": "Also check out our other editions on ICT and tech, artificial intelligence, cloud, sustainability and green ICT, defense tech and health"
  },
  {
    "start": 981.62,
    "end": 981.82,
    "text": "tech."
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  {
    "start": 982.06,
    "end": 986.08,
    "text": "Thanks for listening and don't forget to subscribe so you don't miss our next deep dive."
  }
]