GPA · Presenter script
Office Hours · June 30 · mapped 1:1 to the 16-slide deck

What to say on each page

A practical talk script for Scott: opening line, key bullets, background/story cue, and transition for every slide. Written to sound operator-led, not polished-to-death.

Simple presenter spine

Slide 01

When you can build anything, where are the boundaries?

2–3 min
Open with this

“I want to start with the thing that feels exciting and dangerous at the same time: we can build more now than we can responsibly own. AI made the build cheaper. It did not make judgment, communication, support, or handoff cheaper. So today is not really a talk about building more things. It is a talk about not accidentally owning more things.”

Hit these points
  • This is for people who can now ship quickly.
  • The hard part moved from can I build it? to should I own it?
  • Set a conversational tone: “I’m not coming at this as theory. This is the stuff that shows up in real client work.”
Background/story cue

Mention the arc: partnerships/product at B2B software companies gave you a view across growth, delivery, and support. Now in fractional GTM engineering, you sit close to the operator and see where automation creates leverage, and where it creates a tail.

Transition

“To understand why this feels different now, start with where the bottleneck moved.”

Slide 02

The bottleneck moved.

2–3 min
Say this

“Before AI, a lot of the visible time was production: writing, building, wiring things together, making the artifact. Now production compresses. But review, alignment, client education, edge cases, and deciding what the thing should actually do do not compress at the same rate. The work did not disappear. It moved.”

Point to the visual
  • Before: production took most of the bar.
  • After: production shrinks, but scope, review, and alignment expand.
  • Line to land: “If you still price like production is the scarce part, your calendar will punish you.”
Story cue

Use the Yext/Reachdesk/product-partnership lens: in software, the artifact is never the whole job. The real work is how sales, customer success, product, support, and ops all understand and absorb the change.

Transition

“Once production feels cheap, the next problem is that bad asks start to feel cheap too.”

Slide 03

Cheap building makes bad asks more expensive.

3 min
Say this

“This is the curve I want people to feel. When the build was expensive, it forced a conversation. Budget created friction. Time created friction. Now the thing looks like it can be done in an afternoon, so everyone is tempted to skip the scoping conversation. But skipping scoping does not remove risk. It just moves the risk later, after expectations have formed.”

Key bullets
  • The client sees the visible build.
  • You inherit the invisible operating surface.
  • The cheaper the yes feels, the easier it is to create an unpriced tail.
Analogy

“Free shipping did not make returns free for the warehouse.” Use this if you want a quick, memorable line.

Transition

“That is why the most dangerous moment in the whole engagement is the tiny yes.”

Slide 04

YES feels free.

3 min
Say this

“Every small yes creates a surface area. There are edge cases, expectations, support questions, future asks, and sometimes politics. A yes is not just a moment. A yes is a maintenance object. That sounds dramatic until you think about the last thing you said yes to because it was ‘only fifteen minutes.’”

Audience prompt
  • “Think of the last tiny yes you absorbed.”
  • “Did it stay tiny, or did it become a second conversation?”
  • Make the pain recognizable, not dramatic.
Story cue

Use a fractional GTM engineering example: a quick automation or CRM/workflow tweak that looked small, but pulled in data quality, ownership, training, and support expectations.

Transition

“I group those tiny yeses into five traps. You probably have a favorite, which usually means the one that has hurt you the most.”

Slide 05

Five ways the easy yes compounds.

5–6 min
Say this

“Here are the five patterns I see over and over: scope creep, maintenance tail, stakeholder surprise, becoming the de facto employee, and the communication ceiling. The point is not that clients are doing something wrong. Usually they are excited. The point is that excitement creates more surface area than the original ask.”

Walk each card quickly
  • Scope creep: ‘while you’re in there.’
  • Maintenance tail: you built it, so they call you.
  • Stakeholder surprise: VP, IT, legal, ops arrive late.
  • De facto employee: Slack/DM access turns into staff without retainer.
  • Communication ceiling: output scales; relationships do not.
Story cue

Use one quick “I said yes and here’s where it went” story. Keep it anonymized. Best fit: Slack channel trap, prototype became product, or hidden approver appeared at delivery.

Transition

“The fix is not to become rigid or anti-client. The fix is to make the yes visible.”

Slide 06

Replace the easy yes with a boundary system.

4 min
Say this

“The sentence I want you to steal is: ‘Yes, and that’s phase two.’ It does three things at once. It validates the idea, keeps momentum, and protects the scope. Boundaries do not have to sound like no. A good boundary often sounds like, ‘Great idea. Let’s put it where it belongs.’”

Use these examples
  • Before: “Sure, I can do that.”
  • During: “Yes, and that’s phase two.”
  • After: “Here’s who owns it.”
  • Frame boundaries as trust-building, not defensive.
Scott voice

Tie it to being operator-led: “I’m usually trying to sit on the client’s side of the table. That means I don’t want to win a scope argument. I want the work to be legible enough that everyone can make a clean decision.”

Transition

“The first place to apply that is the promise you’re actually making.”

Slide 07

Scope the promise, not the task list.

4 min
Say this

“A prototype and a product are different promises. A prototype helps us learn. A product is something people depend on. The fastest way to create a bad product is to let a prototype graduate without a ceremony. So I like to ask: is this for learning, or will someone operate the business with it?”

Key bullets
  • Prototype = learn fast.
  • Product = operate clean.
  • Say throwaway out loud when something is a prototype.
  • Production deserves its own scope: reliability, docs, owner, support.
Story cue

Use a recent build/demo example if comfortable: “I can show something in a day, but that does not mean it is ready to become the way a team runs Monday morning.”

Transition

“Once you know the promise, the next question is: what happens after it ships?”

Slide 08

Price the tail before it becomes a favor.

4 min
Say this

“Maintenance is not a surprise. It is a product choice. It is either included, excluded, or priced. The problem is when it is implied. The invoice ends, but the system keeps living. APIs change. Data changes. People change the way they use the thing. And if you never named the tail, they assume the tail is you.”

Walk the timeline
  • Build.
  • Ship.
  • API changes.
  • Prompt drifts.
  • They call you.
Boundary sentence

“The build includes handoff. Ongoing monitoring and iteration are a separate retainer.”

Transition

“And the tail is not just technical. A lot of the tail is people.”

Slide 09

Map the people before you automate the work.

4 min
Say this

“Automation changes someone’s job. That means if the right people are not in the room early, they show up late as rework. A champion can be excited and still not be the person who has to approve security, support the workflow, train the team, or live with the consequences.”

Key bullets
  • Ask: “Who else has to say yes before this is done?”
  • Name hidden stakeholders: IT, legal, ops, frontline users, VP.
  • Get one named decision maker.
  • Stakeholder mapping is scope protection.
Background cue

Use your B2B software background: partnerships and product roles taught you that implementation is cross-functional. The org chart always enters the room eventually.

Transition

“Even if the scope and stakeholders are right, there is one more ceiling: your attention.”

Slide 10

Treat communication as the scarce resource.

4 min
Say this

“AI scales output. It does not scale your attention. That is why ‘just add me to Slack’ can become so expensive. You become available all day, but nobody calls it a retainer. The client thinks they asked for a communication channel. You have accidentally sold availability.”

Key bullets
  • One request path.
  • One cadence.
  • One owner.
  • Client communication is not overhead. It is capacity.
  • If they need dependency, sell dependency. Do not donate it.
Story cue

Use a founder/operator example: the Slack or DM thread that starts as convenience and becomes the real engagement. Make it relatable and slightly funny.

Transition

“This also changes how I think about price, because the value was never just the hours.”

Slide 11

Faster delivery does not make the outcome worth less.

4 min
Say this

“This is where people get weird about AI. If the thing took two hours instead of twenty, they feel like the price should collapse. But the value is not the typing. The value is the judgment: what to build, what not to build, what risk to remove, and how to make the outcome useful for the client.”

Point to the value drivers
  • Judgment: knowing where the line goes.
  • Risk removed: avoiding the wrong build and the hidden tail.
  • Leverage created: the outcome improves the operating system of the business.
  • Optional phrase: Picasso principle — the value is knowing where to draw the line.
Scott voice

Tie back to GPA: “The work is not ‘we typed into AI for you.’ The work is deciding what your team should automate first, then building and shipping something that actually fits the business.”

Transition

“And the cleanest sign that you created value is that the client can run it without you.”

Slide 12

Design the exit before you say yes.

4 min
Say this

“Done means someone else can run it. If only I can operate it, I did not ship a system. I shipped a dependency. So the exit needs to be designed before the yes, not after everyone is tired and the project is basically over.”

Handoff package
  • Docs: what it does, where it lives, how to change it.
  • Walkthrough: a short video someone can replay.
  • Owner: a named person who can run it after launch.
  • Handoff is part of done, not a favor.
Story cue

Use “undocumented magic” as the cautionary story. Clever work that only you understand is not leverage for the client. It is a future support ticket.

Transition

“So if we compress all of this into the thing you can use tomorrow, it is just three questions.”

Slide 13

The boundary checklist.

2–3 min
Say this

“Before you say yes, ask three questions. What promise am I making? What tail am I owning? How do I leave? That’s the checklist. The skill is not just building the thing. The skill is knowing what not to accidentally own.”

Land the checklist
  • Scope the outcome and what is not included.
  • Name maintenance, stakeholders, support, and communication.
  • Design docs, walkthrough, owner, and handoff before the yes.
  • Do not make this feel like a hard stop yet. This slide is the practical checklist before the recap.
Transition

“If we zoom out, here is what I hope you are leaving with.”

Slide 14

Three moves that keep AI work bounded.

2–3 min
Wrap with this

“So what did we learn today? Not that you should build less. The opportunity is real. The lesson is that when building gets cheap, the operating commitments around the build need to get more explicit. Scope the promise, name the tail, and design the exit.”

Takeaways
  • Scope the promise: learning, production, or operating commitment.
  • Name the tail: maintenance, support, approvals, communication, monitoring.
  • Design the exit: docs, walkthrough, owner, handoff.
  • Apply tomorrow: pause before the next “quick yes” and ask the three questions.
Scott voice

“The goal is not to make everything formal and slow. The goal is to make the ownership visible before it becomes weird.”

Transition

“Now I want to make this useful, so let’s take questions through the lens of tiny yeses.”

Slide 15

Questions.

Q&A
Open Q&A with this

“For questions, the most useful version is: bring me a tiny yes you are considering, or one you already regret. Give me the scenario in one sentence. We’ll classify the trap, name the hidden tail, and write a boundary sentence you could actually say.”

Facilitation pattern
  • Ask for one concrete scenario.
  • Identify the trap: scope, maintenance, stakeholders, dependency, or attention.
  • Name the unpriced ownership.
  • Offer one clean sentence they can use.
If quiet

Use one seeded example: “Client says, ‘Can you just join our Slack so we can ask quick questions?’” Then model the answer.

Transition

“I’ll pause there. Thank you for spending the time, and if you want to keep the conversation going, connect with me here.”

Slide 16

Thank you.

30 sec
Final words

“Thanks for being here. Keep building. Keep the boundaries. If this brought up a client situation, an internal automation question, or a ‘tiny yes’ you want to sanity-check, connect with me on LinkedIn and send it over.”

Point to QR
  • Let people scan the QR code.
  • Say the LinkedIn URL out loud if needed: linkedin.com/in/scottmurtaugh.
  • Do not over-explain here. Let the room move into final Q&A or close.
Optional final line

“The builders who win with AI will not just be the fastest. They will be the clearest about what they are willing to own.”

Boundary sentence bank

“Yes, and that’s phase two.”
“Let’s log that as a change so we can decide what it replaces.”
“I can build that as a prototype for learning, or we can scope production properly.”
“The build includes handoff. Ongoing monitoring is a separate retainer.”
“Who else needs to approve this before we call it done?”
“If you need me available day to day, that’s a different engagement model.”

OpenAI Realtime API / Q&A idea

Keep this as a simple enhancer, not the center of the webinar.

Presenter note: if the demo is not ready, do the same pattern live without software. The framework still works.

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