The Coordination Tax

In Parallel

The podcast about the invisible cost every organisation pays when the picture at the top stops matching the reality on the ground.

Episodes

  1. 4d ago

    AI Is Quietly Eating Your Week. You Just Haven't Noticed Yet.

    How much of your workweek is actually work? In this special solo episode of The Coordination Tax, Kristian Luoma — co-founder of In Parallel — walks through the newly published Coordination Tax Index 2026: the first quantitative measure of how much of a modern manager's week actually goes to managing the work, versus managing the work about the work. The Index reads 31 out of 100 — meaning nearly a third of management capacity is consumed by coordination overhead before any real work happens. Kristian is the co-founder of In Parallel and co-author, with Markku Mäkeläinen, of the Coordination Tax Index 2026. The report surveyed 247 managers across five countries — the United States, United Kingdom, Canada, Australia, and Germany — and nine industries. It moves past how people feel about meetings and actually measures where the hours go. In this episode, Kristian walks through the headline: 16.5 hours a week per manager lost to coordination overhead — roughly two full working days. The perception gap that hides those hours — managers self-report losing 21% of the week, but when they itemise the hours, it's actually 41%. Where the time goes: status meetings, re-explaining context to someone who already had it, and hunting for decisions that already exist somewhere. Why tool count is the strongest structural multiplier — from 13 hours a week at 1–3 tools to 32 hours at 10+. Why the heaviest AI users are carrying more coordination load than non-users, not less. And what the data rules out about how to fix it: you cannot train your way out, you cannot buy your way out with another system of record, and you cannot prompt your way out. 📥 Download the Coordination Tax Index 2026: https://www.in-parallel.com/coordination-tax/#report CHAPTERS [00:00] Intro — 31 out of 100[01:54] Why we built the Index[03:50] Where the 16.5 hours actually go[05:35] The perception gap — and the dark matter of the P&L[06:47] Why it's structural, not behavioural[07:56] Tool count — the strongest multiplier[09:21] The AI paradox — heaviest users pay the most[11:22] The shared-context dividend[12:52] What managers would do with the time back[13:46] Three things the data rules out[15:26] What to do on Monday Host: Kristian Luoma (In Parallel) Show links: Coordination Tax Index 2026: https://www.in-parallel.com/coordination-tax/#report

    AI Is Quietly Eating Your Week. You Just Haven't Noticed Yet.
  2. Aug 4

    What Really Happened to the Spotify Model: Hosanna Ouellette and Nora Bereczkei on autonomy, agents, and the 26 rocket ships

    Why does a 10× productivity gain for the individual translate into only a 1.7× gain for the organization? Hosanna Ouellette and Nora Bereczkei ran the operating model rebuild inside Spotify. They explain why autonomy stopped scaling, how they stopped shipping the org chart to users, and why agents break the purposeful ambiguity every operating model quietly relies on. Nora has built the delivery backbone inside Spotify, the BBC and now at Gusto. Hosanna spent her career moving ideas through one of the largest matrix firms on the planet, and today deploys autonomous agents into live commercial workflows. Together they led the rebuild of Spotify's product operating system — and lived through what the coordination tax actually costs when hundreds of squads try to ship one unified experience to millions of users. 📥 Download the Coordination Tax Index 2026: https://www.in-parallel.com/coordination-tax/#report CHAPTERS [00:00] Cold open + intro[01:31] What "operating system" actually means to Hosanna and Nora[04:49] Don't ship your org chart to the user[08:49] Horizontals vs verticals — the tension every scaling org faces[11:13] The Airbnb story — low to high coordination tax, on purpose[14:12] The Spotify model — culture, not structure, was the problem[18:21] Autonomy at scale — when dependencies grow geometrically[20:36] The Porsche stopped at a red light — why team velocity is the wrong metric[23:19] Hard APIs between teams — getting systems of record in sync[33:12] Why agents can't work with the purposeful ambiguity operating models rely on[35:35] "Everyone arrives with 26 rocket ships"[36:41] Productivity era vs outcome era for agents[39:39] 10× for the individual, 1.7× for the organization[40:04] The human ceiling on organizational complexity is gone[46:27] Closing advice — "you can do anything, but you cannot do everything" Guest & show links: Hosanna Ouellette on LinkedIn: https://www.linkedin.com/in/hosanna-ouellette/Nora Bereczkei on LinkedIn: https://www.linkedin.com/in/norabereczkei/Coordination Tax Index 2026: https://www.in-parallel.com/coordination-tax/#report

    What Really Happened to the Spotify Model: Hosanna Ouellette and Nora Bereczkei on autonomy, agents, and the 26 rocket ships
  3. Jul 28

    The Hidden Cost of Leading: Robert Siegel on AI, cross-pressures, and outdated leadership playbooks

    Why are the managers using AI the most also carrying the highest coordination load? Robert E. Siegel — partner at XSeed Capital, lecturer at Stanford Graduate School of Business, and author of The Systems Leader — explains the hidden cost of coordination, why context has become a leader's most valuable asset, and what every CEO should rethink on Monday morning. Robert has spent his career at the intersection of Silicon Valley and Stanford. He worked on Andy Grove's research team for Only the Paranoid Survive at Intel, is now a partner at XSeed Capital, and teaches at Stanford Graduate School of Business, where his Systems Leadership course became the foundation for his latest book, The Systems Leader. He is currently working on a new book revisiting Michael Porter's The Competitive Advantage of Nations for a world where business and government are becoming increasingly intertwined. In this conversation, Robert reacts to In Parallel's Coordination Tax Index — which found that managers lose 16.5 hours every week to coordination overhead and that the heaviest AI users carry the greatest coordination burden. He explains why truth equals facts plus context, explores the five cross-pressures every modern leader must hold at once, discusses what he calls "unserious behaviours in a serious world," and ends with a practical challenge: audit your own calendar, because your team is watching what you actually prioritize. 📥 Download the Coordination Tax Index 2026: https://www.in-parallel.com/coordination-tax/#report CHAPTERS [00:00] Cold open + intro[00:42] Robert on Andy Grove and Only the Paranoid Survive[01:09] Why we need a different thesis than 1996 — constant crisis, not one-time inflection[03:03] The five cross-pressures + the Kathy Mazzarella story[05:33] Grace under fire — highest highs and lowest lows in the same career[07:57] "Unserious behaviours in a serious world" — the Zuckerberg vs Musk cage match[10:15] The Coordination Tax Index — 16.5 hours a week per manager[11:04] Truth = facts + context — the leader's real job[13:16] Why AI users are carrying more coordination load, not less[15:26] Signal from noise — the phone-notifications analogy[22:40] Monday-morning move: audit your own calendar[24:56] Your teams are watching where you spend your time[26:47] The next book — revisiting The Competitive Advantage of Nations Guest & show links: Robert on LinkedIn: https://www.linkedin.com/in/robertesiegel/Book (The Systems Leader): https://www.robertesiegel.com/the-systems-leaderCoordination Tax Index 2026: https://www.in-parallel.com/coordination-tax/#report

    The Hidden Cost of Leading: Robert Siegel on AI, cross-pressures, and outdated leadership playbooks
  4. Jul 21

    Jeroen Kraaijenbrink on why the CEO is the last to know

    In this conversation, Jeroen Kraaijenbrink unpacks why CEOs are usually the last to know — how information travels sideways through rumors and gossip but rarely up the org chart, because speaking up vertically comes with real career risk. He shares the finding that only about 1% of employees feel confident voicing concerns in crucial moments, and tells the story of a hundred-year-old company where the CEO stared at two green dashboard numbers while the top thirty managers underneath him described a "sick company," a "sick culture," and "the black period in history." He walks through PACE — Purpose, Awareness, Connection, Energy — one pillar at a time, tells the story of the confidential email a CEO forwarded to the person it was about, and closes on the single uncomfortable conversation every leader has to have first: the one with themselves. Jeroen Kraaijenbrink is a strategy author, teacher, and independent consultant with more than twenty years in the field — writing, teaching, and working directly with the executive teams trying to actually make their strategies work. His current argument, after all of it, is that most companies don't have a strategy problem at all. They have an honesty problem. And nobody in the building is willing to name it out loud. He is the author of several books, including The One Hour Strategy, and he has developed a diagnostic framework called PACE — Purpose, Awareness, Connection, Energy — to check whether the human conditions for honesty are actually in place before a company writes another plan. CHAPTERS [00:00] Cold open — Jeroen on the "honesty problem"[01:01] Why CEOs are the last to know — rumors travel sideways, not up[01:32] The truth doesn't travel vertically[02:23] Strategy isn't strategy — it's analysis, and 100 frameworks in a textbook[04:28] "Brains at the top, hands at the bottom" — where that idea comes from[05:47] The One Hour Strategy — everyone in a company owning their piece[06:51] 50–90% of strategy execution fails, and only 13% of workers engaged[07:56] Only 1% feel confident voicing concerns in crucial moments[09:11] Coordination is part of the problem — and part of the solution[10:13] The dashboard CEO vs. the sick company — a hundred-year-old company in denial[11:55] Why history gets into the DNA — new leaders can't always break the past[13:15] The red flags — the first three seconds on Teams, and the forwarded confidential email[14:56] PACE — Purpose, Awareness, Connection, Energy[15:47] Purpose: why people only speak up if they care about the cause[16:36] Awareness: knowing your own blind spots and biases[17:00] Connection: no psychological safety, no honesty[17:51] Energy: fear mode, ego, and the split between work and home[19:57] The one uncomfortable conversation a leader needs to have — with themselves[22:37] "Just like in airplanes" — start with yourself, then help the rest[24:11] Be the drop in the water — the ripple effect Guest: Jeroen Kraaijenbrink · Host: Kristian Luoma (In Parallel) GUEST & SHOW LINKS Jeroen on LinkedIn: https://www.linkedin.com/in/jeroenkraaijenbrink/Jeroen's website: https://www.jeroenkraaijenbrink.com/

    Jeroen Kraaijenbrink on why the CEO is the last to know
  5. Jul 14

    Jason Barnaby — The Golden Spreadsheet in the Locked Drawer

    What does it actually cost a company when the CEO keeps running sales long after they should have let go? Jason Barnaby runs Fire Starters Inc., and companies pay him to do the job their founder is already doing badly — running sales. A fractional sales leader, Enneagram-certified coach, and storytelling sales trainer, Jason has worked with teams ranging from 50-person shops to 100,000-person enterprises. Before all of it he was a college professor, a corporate sales leader, a ski bum in Colorado, and the owner of a coffee shop in Poland. He hosts The Sales Spark Podcast and has strong opinions — and, as he puts it, the older he gets the less he cares who agrees with them. In this conversation, Jason walks through the “toy box” handoff founders give a new sales leader, the golden spreadsheet locked in a drawer that only one person has the key to, the $20M pipeline he audited that was really closer to $10M (with half the deals already past their close date), why hiring one sales-enablement person can lift sales in a single quarter, how the Enneagram exposes what your best rep does when they go quiet under stress, and the caveman logic of paying a salesperson more than the CEO — “what they kill, we eat.” It closes on an unusually honest exchange about depression, psychological safety, and why the people who look most “on” are often the loneliest in the building. CHAPTERS  00:00 Cold open — “if you don't like my opinions, keep scrolling”01:33 Founder-led sales: the two sides of the business, and when it gets sticky03:50 Why a fractional leader in 8–12 hours beats a founder's 4005:00 “You're my VP of sales” — the client who did it right06:40 Giving busy executives a week of their life back every month08:16 The breaking points: access to leadership and the “toy box” handoff10:54 Who owns what? Mapping the internal process11:55 One approver for every quote, $500 to $500,000 — the bottleneck12:20 The invisible buyer process: why “yes” doesn't mean three weeks14:17 Territoriality and the golden spreadsheet in the locked drawer15:40 When collaboration breaks down — binders are where information goes to die16:30 The 15-minute room: agree on the three things, then let go18:16 Hire one sales-enablement pro, own the data, watch sales rise20:00 The $20M pipeline that was really $10M — closed dates in the past22:27 Stages vs. gates: “you're not in negotiations until you're redlining”23:20 The Enneagram: core drivers and how people behave under stress25:05 The micromanaging story — three weeks of a teammate thinking “does Jason not like me?”27:30 When your best rep goes dark, pick up the phone30:04 Compensation as a coordination tool — and job-shadowing every role32:18 The birthdays missed, and “throwing the grenade over the fence”33:23 “I'm okay with my salesperson out-earning me” — what they kill, we eat35:57 The human layer: depression, meds, and dropping the mask40:00 Psychological safety and the “me too” moment in the room43:13 Closing advice: run a time audit — if you're not doing monthly 1:1s, the smoke is already there Guest: Jason Barnaby (Fire Starters Inc.) · Host: Kristian Luoma (In Parallel)  GUEST & SHOW LINKS  Jason on LinkedIn: linkedin.com/in/jason🔥-barnaby-252a68/Fire Starters Inc.: firestartersinc.comThe Sales Spark Podcast: firestartersinc.com/the-sales-spark-podcast/

    Jason Barnaby — The Golden Spreadsheet in the Locked Drawer
  6. Jul 7

    The Honest Picture: Jim Fielding on Disney Store, Fox, and what really happens inside big companies

    How do you keep a global organization aligned when the numbers say everything's fine but the reality on the ground says otherwise?  Jim Fielding — former President of Disney Stores Worldwide, CEO of Claire's, and President of Consumer Products & Innovation at 20th Century Fox — walks through what actually keeps big organizations honest about what's happening.  Jim Fielding took over Disney Store during the 2008 financial crisis and reinvented its global footprint across Europe, North America and Japan. He went on to serve as CEO of Claire's — a $1.5B specialty retailer across 3,500+ stores in 44 countries. Then Global Head of Consumer Products at DreamWorks Animation. Then President of Consumer Products & Innovation at 20th Century Fox, where he hired a five-SVP leadership team before he'd even started. Today he's Founder of the League of Radical Kindness, Executive Coach at The ExCo Group, and author of All Pride, No Ego.  In this conversation, Jim walks through the airplane-hangar prototype behind the Disney Store turnaround, the "glocal" model that let stores feel local while sharing most of their catalog, the two sentences that kill innovation inside any company, and the diagnosis he gives every founder who tells him "my team can't execute" — a diagnosis most CEOs don't want to hear.  Chapters: Taking over Disney Store in 2008Coordination through travel, listening, and physical presenceThe airplane hangar prototype and 350 tours'Glocal' — 70–75% global, 20–25% localTest-and-scale: Japan plush → global bestsellerBuilding Fox Consumer Products with 5 SVPs'All Pride, No Ego' — controlling ego, not erasing itThe best leaders aren't the smartest people in the roomTruth tellers, vulnerability, and the open-door disciplineThe two phrases that kill learningDiagnosis for the founder whose team 'can't execute'Closing advice: phone a friend Jim in LinkedIn: linkedin.com/in/jimfielding/ Book (All Pride, No Ego): https://www.amazon.com/All-Pride-Ego-Executives-Authentically-ebook/dp/B0CF823KM8

About

The podcast about the invisible cost every organisation pays when the picture at the top stops matching the reality on the ground.