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<v Speaker 1>Imagine you are tasked with building like a billion dollar,

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<v Speaker 1>state of the art hospital right in the middle of

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<v Speaker 1>a dense urban center. You've got the absolute best architects

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<v Speaker 1>and top tier structural engineers, and mathematically the structural model

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<v Speaker 1>they design is flawless. Every single steel beam is accounted

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<v Speaker 1>for right.

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<v Speaker 2>Yeah, on paper, it looks perfect.

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<v Speaker 1>Exactly, But structurally the project is just completely doomed because

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<v Speaker 1>while the industry has totally perfected the physical science of

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<v Speaker 1>steel and concrete, it often completely ignores the chaotic, messy

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<v Speaker 1>human friction required to actually put those materials together.

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<v Speaker 2>Yeah, it is the ultimate paradox of civil engineering. And

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<v Speaker 2>we look at a skyscraper and we see this triumph

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<v Speaker 2>of material science, but we don't see the underlying organizational landscape,

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<v Speaker 2>which is frankly incredibly fragile. So mastering the technical side

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<v Speaker 2>of building a bridge or a high rise is truly

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<v Speaker 2>only half the battle. The other half, and arguably the

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<v Speaker 2>much harder half, is understanding the behavioral systems in the

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<v Speaker 2>psychology that let completely diverse teams actually work.

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<v Speaker 1>Together without the whole thing collapsing into litigation. Exactly Well,

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<v Speaker 1>whether you are an engineering student prepping for an exam

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<v Speaker 1>or a young professional trying to navigate your first major

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<v Speaker 1>site without losing your mind. You are in the right place. Today,

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<v Speaker 1>we're doing a deep dive into a truly foundational text

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<v Speaker 1>for anyone in this industry. It's the sixth edition of

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<v Speaker 1>Anthony Walker's Project Management in Construction, and Walker's.

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<v Speaker 2>Work is just essential because it forces this massive shift

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<v Speaker 2>in perspective. You know, it doesn't teach you how to

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<v Speaker 2>calculate sheer stress on a load bearing wall.

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<v Speaker 1>Yeah, you already know how to do that.

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<v Speaker 2>Right, It teaches you how to architect the human organization

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<v Speaker 2>that will eventually place that wall.

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<v Speaker 1>Okay, let's unpack this because if we want to understand

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<v Speaker 1>how to manage a modern megaproject, we first have to

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<v Speaker 1>look at the historical blueprint of the industry, right, Like,

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<v Speaker 1>why is it structured in such a uniquely fragmented way today?

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<v Speaker 2>Well, to understand that fragmentation, we actually have to go

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<v Speaker 2>back to the eighteenth and nineteenth centuries, to the era

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<v Speaker 2>of the master buildings.

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<v Speaker 1>Oh wow, okay, going way back.

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<v Speaker 2>Yeah, think of monumental figures like Isn'm barred? Kingdom Brunell

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<v Speaker 2>in the UK, he engineered the Great Western Railway and

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<v Speaker 2>Brunell was just a polymath.

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<v Speaker 1>He essentially held the entire vision of a massive infrastructure

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<v Speaker 1>project just inside his head.

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<v Speaker 2>Absolutely, he designed the bridges, he sourced the iron, he

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<v Speaker 2>surveyed the land, and he directly managed the labor. So

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<v Speaker 2>there was no fragmentation because the entire system literally ran

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<v Speaker 2>through one person's brain.

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<v Speaker 1>Right. But I mean, you just can't have a Brunell

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<v Speaker 1>for a modern, multi billion dollar international airport.

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<v Speaker 2>No, not at all.

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<v Speaker 1>The Industrial Revolution just completely shattered that model.

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<v Speaker 2>It did precisely because the Industrial Revolution triggered this unprecedented

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<v Speaker 2>explosion in technological complexity.

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<v Speaker 1>Right, Suddenly society needed vast housing tracks and deep level

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<v Speaker 1>sewage systems and mechanized factories.

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<v Speaker 2>Plus entirely new materials were emerging. Yeah, produce steel and

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<v Speaker 2>reinforced concrete. So it just became physically and cognitively impossible

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<v Speaker 2>for one single master builder.

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<v Speaker 1>To know everything, which forces intense specialization exactly.

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<v Speaker 2>And here is the critical pivoting construction history. As these

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<v Speaker 2>professionals specialized, they formed highly exclusive clubs to protect their

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<v Speaker 2>trade secrets and their social status.

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<v Speaker 1>Yeah, the sources mentioned architectural clubs forming as early as

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<v Speaker 1>seventeen ninety one, and civil engineer clubs even earlier in

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<v Speaker 1>seventeen seventy.

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<v Speaker 2>One, right, and those informal clubs they quickly solidified into

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<v Speaker 2>very rigid professional institutions. So architects positioned themselves as the

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<v Speaker 2>absolute elite. They are concerned purely with esthetics and spatial

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<v Speaker 2>design and prestige.

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<v Speaker 1>While civil engineers were viewed a bit differently.

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<v Speaker 2>Yeah, they were associated more heavily with raw trade and

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<v Speaker 2>mathematics and a heavy industry. Then you had quantity surveyors

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<v Speaker 2>occupying an entirely different run to manage finances.

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<v Speaker 1>And the actual builders, like the contractors executing the physical work,

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<v Speaker 1>were seen as mere tradesmen right exactly.

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<v Speaker 2>I mean, for a very long time, an architect in

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<v Speaker 2>the UK could not even hold a profit making position

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<v Speaker 2>in a building firm and retain their professional membership.

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<v Speaker 1>That is wild. So they literally built institutional walls between themselves.

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<v Speaker 1>The architects refuse to get their hands dirty with the

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<v Speaker 1>business of building, and the builders were locked out of

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<v Speaker 1>the design phase.

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<v Speaker 2>Yes, and this historical divide created what Walker calls the

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<v Speaker 2>conventional method. It is a highly compartmentalized linear system where

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<v Speaker 2>the design process is entirely divorced from the construction process.

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<v Speaker 1>So the architect designs the building in a vacuum, finishes

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<v Speaker 1>the blueprints, and just hands them off precisely.

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<v Speaker 2>Then a contractor is hired, usually through competitive tendering, which

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<v Speaker 2>just means whoever bids the lowest price gets the job

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<v Speaker 2>and they.

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<v Speaker 1>Have to actually figure out how to build it.

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<v Speaker 2>Yeah.

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<v Speaker 1>I really like the analogy Walker uses early on to

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<v Speaker 1>distinguish between two concepts that people always seem to confuse,

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<v Speaker 1>like organization versus management.

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<v Speaker 2>Oh, yes, that's a great distinction. Right.

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<v Speaker 1>So, if a modern construction project is a computer, the

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<v Speaker 1>organization is the hardware. It's the motherboard, the wiring, the

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<v Speaker 1>static pattern of authority. But management is the operating system.

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<v Speaker 1>It's the dynamic engine, the moment to moment decisions that

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<v Speaker 1>actually force the hardware to do something useful.

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<v Speaker 2>And under that conventional method we just talked about, the

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<v Speaker 2>hardware is fundamentally broken. Right When you have these highly specialized,

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<v Speaker 2>siloed experts who view themselves as belonging to separate professions

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<v Speaker 2>rather than a single project team, you need a distinct

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<v Speaker 2>operating system to force them to.

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<v Speaker 1>Collaborate because they won't do it naturally exactly.

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<v Speaker 2>Walker realized that management couldn't just be a passive phase

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<v Speaker 2>of construction. It had to be its own independent science.

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<v Speaker 1>Wait, though, if the hardware is broken, and we've known

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<v Speaker 1>it's broken for decades, why hasn't the industry just fixed it?

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<v Speaker 1>Because you look at all these famous government commissioner reports

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<v Speaker 1>in the UK, like the Emerson Report, Banwell Latham, the

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<v Speaker 1>Egen Report. They've been begging the construction industry to integrate

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<v Speaker 1>for over half a century.

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<v Speaker 2>Yeah, what's fascinating here is that those reports repeatedly failed

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<v Speaker 2>because they treated the symptom and not the structural disease.

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<v Speaker 2>What do you mean They essentially asked these fiercely independent,

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<v Speaker 2>siloed professions to just play nice and collaborate better. But

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<v Speaker 2>you are fighting centuries of entrenched professional identity.

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<v Speaker 1>And financial structures that reward self interest.

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<v Speaker 2>Exactly, you cannot just ask a fragmented organization to behave differently.

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<v Speaker 2>You have to completely redesign the operating system.

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<v Speaker 1>And because those traditional rigid or charts completely fail to

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<v Speaker 1>handle the sheer complexity of a modern mega project, Walker

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<v Speaker 1>argues we have to view projects through a totally different scientific.

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<v Speaker 2>Lens right systems theory.

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<v Speaker 1>Yes, specifically, viewing a project as an open system.

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<v Speaker 2>Which is a huge shift because the traditional conventional view

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<v Speaker 2>was essentially a closed system like a neat, predictable little

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<v Speaker 2>box yeah, where the client pores money and eventually gets

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<v Speaker 2>a building out the other side. But an open system

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<v Speaker 2>recognizes that a project is actually a living organism. It

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<v Speaker 2>interacts constantly with its.

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<v Speaker 1>Environment, meaning it imports energy from that environment like capital,

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<v Speaker 1>specialized skills, raw materials, and political goodwill.

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<v Speaker 2>Yes, it transforms that energy through the chaotic process of construction,

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<v Speaker 2>and then it exports an output, the finished facility, back

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<v Speaker 2>into the environment.

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<v Speaker 1>And that environment is never static, right, it's constantly throwing curveballs.

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<v Speaker 2>Absolutely, economic markets crash mid build, new environmental regulations get passed,

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<v Speaker 2>supply chains freese.

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<v Speaker 1>Up, which introduces us to contingency theory.

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<v Speaker 2>Yes, this is the foundational idea that there is absolutely

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<v Speaker 2>no single best way to organize a project. It always

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<v Speaker 2>depends exactly. The optimal organizational structure is entirely contingent upon

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<v Speaker 2>the specific environmental forces acting on it at that exact moment.

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<v Speaker 1>So if you are building a highly standardized warehouse out

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<v Speaker 1>in a rural area in a stable economy, a traditional

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<v Speaker 1>linear structure might work perfectly well it might.

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<v Speaker 2>Yeah.

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<v Speaker 1>But here's where it gets really interesting, because, as a

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<v Speaker 1>young engineer listening to this, you might wonder, does this

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<v Speaker 1>mean every single time we break ground on a new

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<v Speaker 1>project we have to custom build a completely bespoke organizational

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<v Speaker 1>chart from scratch, right? Or are there templates we can

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<v Speaker 1>rely on?

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<v Speaker 2>Well, standard templates absolutely exist, things like management, contracting, or

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<v Speaker 2>design and build models. But applying a template blindly without

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<v Speaker 2>assessing the environment is a guaranteed recipe for disaster.

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<v Speaker 1>So you have to evaluate the context first. Right.

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<v Speaker 2>This is the concept of contingency fit. You must match

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<v Speaker 2>the flexibility of your organizational structure to the uncertainty of

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<v Speaker 2>your task. Okay, if you force a rigid linear structure

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<v Speaker 2>onto a highly innovative, deeply uncertain project, that system will fracture.

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<v Speaker 2>Walker illustrates this using the concept of negative.

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<v Speaker 1>Entropy, entropy being the fundamental law of physics that everything

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<v Speaker 1>eventually degrades into chaos and disorder.

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<v Speaker 2>Yes, in thermodynamics, a closed system inevitably degrades into chaos,

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<v Speaker 2>but open systems, like biological organisms or highly functioning project teams,

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<v Speaker 2>they can survive by importing more energy than they expand.

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<v Speaker 1>So in project management terms, negative entropy means the system

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<v Speaker 1>actively fights off chaos by selectively gathering information about its environment.

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<v Speaker 2>And adapting its internal workings. It requires intense, real time

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<v Speaker 2>feedback loops.

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<v Speaker 1>Could you give me a tangible example of that on

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<v Speaker 1>an actual job site.

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<v Speaker 2>Sure. Imagine a massive high rise project. Yeah, suddenly a

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<v Speaker 2>global geopolitical crisis causes a massive steel shortage.

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<v Speaker 1>Oh wow, Okay, that's a big shock.

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<v Speaker 2>Yeah. A closed, rigid organizational system doesn't have the mechanisms

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<v Speaker 2>to process that external shock quickly. They just wait for

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<v Speaker 2>the steal. The schedule bleeds money and the project stops.

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<v Speaker 1>Right. But an open system with high negative entropy has

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<v Speaker 1>feedback loops built into its management structure exactly.

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<v Speaker 2>They sense the market shift early. They instantly pull the

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<v Speaker 2>structural engineers and architects into a roomy of the design

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<v Speaker 2>to reinforce concrete, and the project survives.

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<v Speaker 1>And that kind of agility requires bringing all those different

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<v Speaker 1>specialists together, which feels like a huge paradox. Oh so, well,

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<v Speaker 1>to handle a complex environment, you need highly specialized experts, right,

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<v Speaker 1>the acoustical engineer, the sustainability consultant, the curtain wall specialist.

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<v Speaker 1>Walker calls this differentiation.

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<v Speaker 2>Yes, you are breaking the project down into incredibly specific,

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<v Speaker 2>highly technical parts.

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<v Speaker 1>But the more you differentiate, the harder it becomes to

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<v Speaker 1>put those parts back together.

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<v Speaker 2>And that is the ultimate human engineering challenge. Integration the

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<v Speaker 2>coordination required to unify those wildly different disciplines into a

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<v Speaker 2>single functioning building.

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<v Speaker 1>But how do you actually force integration when every expert

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<v Speaker 1>essentially answers to a different master.

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<v Speaker 2>That is the million dollar.

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<v Speaker 1>Question, because on a modern job site, an engineer doesn't

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<v Speaker 1>just have one boss. They are caught in the dreaded

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<v Speaker 1>matrix management structure.

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<v Speaker 2>Oh yeah, the matrix.

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<v Speaker 1>If you are a structural engineer, you have your functional

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<v Speaker 1>boss back at your home engineering firm. That person pays

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<v Speaker 1>your salary, decides your bonus, evaluates your career trajectory. But

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<v Speaker 1>you also have the project manager on the actual construction

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<v Speaker 1>site who is demanding your immediate time and energy to

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<v Speaker 1>keep this specific building on schedule.

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<v Speaker 2>And it creates a massive, inherent conflict of interest. Yeah,

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<v Speaker 2>I bet a specialized firm's corporate goals, like maximizing their

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<v Speaker 2>own profit margins, keeping their best staff utilized across multiple

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<v Speaker 2>different jobs, those will inevitably clash with the project's goals.

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<v Speaker 1>Which are simply completing this specific facility on time and

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<v Speaker 1>on budget for the client exactly. Let's look at a

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<v Speaker 1>real world scenario to show how this friction plays out.

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<v Speaker 1>Imagine a major contractor owns a highly specialized, critical piece

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<v Speaker 1>of heavy machinery like a massive tower crane. Okay, they

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<v Speaker 1>have a deployed on Project A. Project A is slightly

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<v Speaker 1>behind schedule, but the contractor's con on that job doesn't

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<v Speaker 1>include liquidated damages.

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<v Speaker 2>Which are those massive financial penalties applied for every single

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<v Speaker 2>day a project is late.

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<v Speaker 1>Exactly. Now, the contractor also has Project B across town,

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<v Speaker 1>which does carry severe liquidated damages. What happens to the crane.

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<v Speaker 2>Well, the contractor's executive team will pull that crane off

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<v Speaker 2>Project A and move it to Project B.

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<v Speaker 1>To protect their own company's profit.

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<v Speaker 2>Margins, yes, and avoid the penalties, completely screwing over Project

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<v Speaker 2>a's timeline. This happens constantly.

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<v Speaker 1>That's crazy, and.

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<v Speaker 2>This dynamic is exactly why Walker argues the true project

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<v Speaker 2>manager must be entirely independent of the contributing firms.

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<v Speaker 1>So they can't work for the contractor.

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<v Speaker 2>Right If the project manager is an employee of the contractor,

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<v Speaker 2>their ultimate allegiance is always to the contractor's bottom line.

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<v Speaker 2>The title of project manager should have a reserved.

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<v Speaker 1>Meaning a professional whose sole allegiance is to the client exactly.

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<v Speaker 2>They must act as an independent objective tie breaker to

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<v Speaker 2>resolve these matrix conflicts, completely insulated from the entrepreneurial interests

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<v Speaker 2>of the designers or builders.

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<v Speaker 1>Okay, so their ultimate legions must be to the client.

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<v Speaker 1>But who exactly is the client?

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<v Speaker 2>That was a great point.

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<v Speaker 1>We constantly talk about satisfying the client's objectives, but Walker

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<v Speaker 1>points out that simply figuring out who the client actually

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<v Speaker 1>is can be the most complex part of the entire job.

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<v Speaker 2>Because the client is almost never a single human being

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<v Speaker 2>with a unified vision. It is often a highly complex

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<v Speaker 2>system of competing interests.

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<v Speaker 1>Like if you are building a new wing for a hospital,

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<v Speaker 1>the client is technically the hospital's board of directors.

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<v Speaker 2>Technically yes, but the stakeholders making demands include the chief

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<v Speaker 2>surgeons who want top tier, multimillion dollar imaging.

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<v Speaker 1>Equipment and the nursing staff who need highly efficient floor

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<v Speaker 1>plans to monitor patients.

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<v Speaker 2>Plus the government regulators demanding specific environmental compliance, and the

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<v Speaker 2>local community protesting the increase in traffic.

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<v Speaker 1>Not to mention, the finance department aggressively trying to cut

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<v Speaker 1>the budget exactly. So, as an independent project manager, you

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<v Speaker 1>have to extract a single, unified set of objectives from

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<v Speaker 1>that absolute mess of competing voices.

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<v Speaker 2>Which is why Walker breaks down the life cycle of

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<v Speaker 2>a project into three universal subsystems to help make sense

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<v Speaker 2>of it all.

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<v Speaker 1>Right, First, this conception, which is identifying the fundamental business need.

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<v Speaker 2>Second is inception, deciding exactly what kind of physical project

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<v Speaker 2>will satisfy that need.

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<v Speaker 1>And third is realization. The actual design and physical construction, and.

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<v Speaker 2>Mapped directly onto those three subsystems is a crucial division

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<v Speaker 2>of labor. You have the managing system and the operating system, right.

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<v Speaker 1>The operating system consists of the people doing the actual

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<v Speaker 1>technical work, the architects drafting the blueprints, the engineers calculating

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<v Speaker 1>the loads, the contractors pouring the concrete.

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<v Speaker 2>And the managing system sits completely above them. They are

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<v Speaker 2>the individuals making the high level strategic decisions, setting the

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<v Speaker 2>business objectives, and regulating the entire process.

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<v Speaker 1>Wait that that feels totally counterintuitive.

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<v Speaker 2>How so?

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<v Speaker 1>Well, if the head civil engineer were the lead architect

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<v Speaker 1>understands the technical reality of the building better than anyone else,

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<v Speaker 1>why wouldn't we want them leading the whole process from

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<v Speaker 1>day one, right from the conception phase.

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<v Speaker 2>It is a very common trap, and letting the technical

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<v Speaker 2>experts lead conception is a recipe for strategic failure. Really yeah,

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<v Speaker 2>because the early conception phase is fundamentally a business decision,

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<v Speaker 2>not a construction decision. Imagine a massive logistics company realizes

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<v Speaker 2>they have a capacity problem. They just cannot process orders

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<v Speaker 2>fast enough. Okay, If they bring an architect in to

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<v Speaker 2>lead the conception phase, the architect will automatically say, you

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<v Speaker 2>need to build a massive new.

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<v Speaker 1>Distribution center, right, because designing buildings is what an architect does, exactly.

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<v Speaker 2>But an independent managing system, looking holistically at the business

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<v Speaker 2>environment might analyze the data and realize, actually, you don't

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<v Speaker 2>need a new building at all. You just need to

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<v Speaker 2>invest in new software to optimize your existing supply chain.

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<v Speaker 1>Or simply lease a warehouse down the street.

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<v Speaker 2>Exactly.

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<v Speaker 1>Wow. So if you let the operating system, the builder

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<v Speaker 1>and designers lead the conception phase, you will always end

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<v Speaker 1>up building something, even.

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<v Speaker 2>If building something is the entirely wrong answer for the

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<v Speaker 2>client's actual business need.

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<v Speaker 1>That makes so much sense. That's exactly why the managing

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<v Speaker 1>system must remain structurally separate from the technical operating system.

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<v Speaker 2>Right, the managing system decides if we build and what

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<v Speaker 2>we build to solve the business problem. The operating system

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<v Speaker 2>is then activated to figure out how to build it.

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<v Speaker 1>So what does this all mean for you the listener?

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<v Speaker 1>If you are a young professional stepping onto a chaotic

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<v Speaker 1>site for the first time. All of this theory about

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<v Speaker 1>open systems and matrix conflicts can sound great in a university.

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<v Speaker 2>Lecture, but you need to know how to use it exactly.

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<v Speaker 1>How do you actually map this out when you're staring

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<v Speaker 1>down a real world matrix of angry subcontractors and tight deadlines.

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<v Speaker 2>This is where Walker transitions from high level theory to

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<v Speaker 2>intensely practical tools. He introduces linear responsibility analysis or LRA.

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<v Speaker 1>What does that look like in practice?

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<v Speaker 2>It is a graphical tool used to map out exactly

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<v Speaker 2>who does what and who answers to whom within this

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<v Speaker 2>complex matrix. You basically create a comprehensive grid.

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<v Speaker 1>Right on one axis you list every single task required.

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<v Speaker 2>And on the other axes you list every job position.

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<v Speaker 2>But instead of just putting a generic X in a

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<v Speaker 2>box to show someone is involved, use specific symbols to

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<v Speaker 2>define the exact behavioral nature of their relationship to that task.

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<v Speaker 1>So a triangle might indicate this person has general oversight.

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<v Speaker 2>Yes, a diamond means they perform boundary control.

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<v Speaker 1>A square means they are strictly monitoring the progress.

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<v Speaker 2>And a circle means they're the one who actually does

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<v Speaker 2>the work. It forces absolute clarity on a granular level.

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<v Speaker 1>That's super helpful.

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<v Speaker 2>But the true power of LRA is that it maps

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<v Speaker 2>out the interdependencies between tasks. Walker highlights two critical types

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<v Speaker 2>of interdependency here.

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<v Speaker 1>Sequential interdependency is relatively simple. Right, task A must finish

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<v Speaker 1>completely before task B can start.

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<v Speaker 2>Right, you must pour the concrete foundation before you can

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<v Speaker 2>frame the steel walls.

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<v Speaker 1>But recip all interdependency is where projects live or die.

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<v Speaker 2>Absolutely.

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<v Speaker 1>This is when task A and task B must be

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<v Speaker 1>done simultaneously, with critical information constantly passing back and forth.

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<v Speaker 2>Imagine an architect and a structural engineer trying to figure

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<v Speaker 2>out the load bearing capacity of a completely novel twisted

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<v Speaker 2>glass facade.

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<v Speaker 1>Oh man, I can already see the headache. Right.

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<v Speaker 2>The architect tweaks the curve, which changes the load, So

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<v Speaker 2>the engineer recalculates the steel, which changes the esthetics so

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<v Speaker 2>the architect tweaks the curve again. They have to iterate constantly.

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<v Speaker 1>And if we connect this to the bigger picture, this

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<v Speaker 1>raises an important question how much time, money, and human

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<v Speaker 1>energy is wasted just managing that reciprocal back and forth.

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<v Speaker 2>Which introduces transaction cost economics or TCE into construction management.

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<v Speaker 1>Right, because in construction, your production costs are the physical bricks,

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<v Speaker 1>the mortar.

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<v Speaker 2>And the labor, but your transaction costs are the friction.

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<v Speaker 2>It is the time spent managing contracts, writing endless requests

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<v Speaker 2>for information, resolving legal disputes, and try to bridge the

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<v Speaker 2>communication gaps.

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<v Speaker 1>Because remember what we established earlier, they are all in

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<v Speaker 1>their own historical silos, fiercely protecting their own profit margins.

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<v Speaker 2>Exactly if the architect and the engineer belong to different firms,

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<v Speaker 2>every single tweak to that twisted glass facade becomes a

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<v Speaker 2>battle over who is absorbing the cost of the redesign.

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<v Speaker 1>And that friction is a massive transaction cost.

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<v Speaker 2>Right. By understanding transaction cost economics, a young professional stop

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<v Speaker 2>seeing a contract is just a pile of boring legal paperwork.

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<v Speaker 1>They start seeing the contract as a behavioral tool.

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<v Speaker 2>Yes, it is a deliberate organizational design choice aimed at

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<v Speaker 2>lowering human friction, which.

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<v Speaker 1>Is exactly why we have seen the rise of modern

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<v Speaker 1>procurement structures like design and build or partnering right Exactly.

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<v Speaker 2>They evolve specifically to lower transaction costs by forcing the

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<v Speaker 2>architect and the contractor into the same financial boat, aligning

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<v Speaker 2>their incentives from day one so they stop fighting each other.

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<v Speaker 1>And using that linear responsibility analysis chart helps you visually

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<v Speaker 1>identify the pinch point.

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<v Speaker 2>Yes, when you look at the grid and see a

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<v Speaker 2>dense cluster of reciprocal interdependencies between two fiercely independent firms,

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<v Speaker 2>you know exactly where communication is most likely to break down, so.

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<v Speaker 1>You can preemptively focus your management energy right there before

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<v Speaker 1>the friction turns into a lawsuit.

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<v Speaker 2>You are no longer guessing about human behavior, you are

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<v Speaker 2>anticipating the friction and designing an operating system to resolve

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<v Speaker 2>it before the sparks start flying on site.

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<v Speaker 1>This has been incredibly eye opening to distill our key takeaways. Today.

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<v Speaker 1>Construction project management is emphatically not just filling in a

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<v Speaker 1>gaunt chart or tracking a spreadsheet.

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<v Speaker 2>Not at all.

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<v Speaker 1>It is the dynamic, scientific management of a temporary, highly

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<v Speaker 1>complex matrix organization. The ultimate goal is to take fragmented, specialized,

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<v Speaker 1>fiercely independent firms and align them into a single, open

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<v Speaker 1>system entirely dedicated to the client's true business objective.

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<v Speaker 2>And achieving that alignment requires constantly reading the external environment,

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00:20:58.680 --> 00:21:03.119
<v Speaker 2>mathematically mapping the independencies of your team, and actively managing

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<v Speaker 2>the transaction costs that naturally arise when humans try to

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<v Speaker 2>collaborate on massively complex tasks.

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<v Speaker 1>As promised, we want to give you a short review

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<v Speaker 1>exercise to reinforce what you have learned today.

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<v Speaker 2>Grab a piece of paper.

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<v Speaker 1>Think of a very basic construction task, like pouring a

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<v Speaker 1>concrete foundation. Sketch out a Mani linear responsibility matrix. On

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<v Speaker 1>the top axis list the client, the independent project manager,

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<v Speaker 1>the structural engineer, and the general contractor.

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<v Speaker 2>And on the side axis list the specific steps required

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<v Speaker 2>to pour that concrete. Now to find who has approval,

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<v Speaker 2>who exercises monitoring, and who actually does the work.

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<v Speaker 1>Pay very close attention to where the boundaries overlap. Look

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<v Speaker 1>for the reciprocal interdependencies. Who absolutely needs to talk to

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<v Speaker 1>whom before a single drop of concrete can actually be poured.

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<v Speaker 2>It fundamentally changes how you see a.

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<v Speaker 1>Job site, it really does, And before we go, we

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<v Speaker 1>want to leave you with a final provocative thought. Throughout

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<v Speaker 1>this deep dive, we've talked about the managing system as

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<v Speaker 1>a fundamental mentally human activity.

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<v Speaker 2>Right resolving matrix conflicts, mapping interdependencies, reading the unpredictable environment.

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<v Speaker 1>But we are currently witnessing the rapid rise of building

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<v Speaker 1>information modeling or BIM and artificial intelligence in construction.

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<v Speaker 2>Which are at their core massive automated feedback loops and

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<v Speaker 2>flawless integration tools.

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<v Speaker 1>So if an AI algorithm can perfectly map those interdependencies

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<v Speaker 1>across thousands of variables, track transaction costs in real time,

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<v Speaker 1>instantly calculate environmental contingencies, and provide flawless feedback loops.

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<v Speaker 2>Will the human project manager eventually become obsolete?

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<v Speaker 1>Will the managing system become entirely digitized, leaving human engineers

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<v Speaker 1>as nothing more than the physical operating system blindly executing

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<v Speaker 1>the algorithm's design.

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<v Speaker 2>It is a profound question. I mean, if the chaotic,

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<v Speaker 2>messy human organization we've been discussing can eventually be perfectly

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<v Speaker 2>modeled and corrected by software, where does the human leader

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<v Speaker 2>actually fit in?

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<v Speaker 1>It makes you wonder. We started by talking about the clean,

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<v Speaker 1>comforting precision of the physics behind a skyscraper versus the murky,

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<v Speaker 1>chaotic human organization required to build it. Maybe the ultimate

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<v Speaker 1>organizational structure of the future won't just look like a

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<v Speaker 1>pristine mathematical model. Maybe it will actually be one something

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<v Speaker 1>for you to ponder on your next site visit. Thanks

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<v Speaker 1>for joining us on this deep dive
