WEBVTT 00:00:00.000 --> 00:00:01.840 I was looking at this comparison earlier, and 00:00:01.840 --> 00:00:04.639 it really does stop you in your tracks. You have 00:00:04.639 --> 00:00:07.820 two scenarios. On one hand, a 50 -person marketing 00:00:07.820 --> 00:00:10.480 agency, you know, glass walls, espresso machines, 00:00:10.880 --> 00:00:13.800 a huge payroll. And on the other hand, a single 00:00:13.800 --> 00:00:16.739 laptop running a specific three -agent AI system. 00:00:17.280 --> 00:00:19.320 And the claim in the guide we're covering today 00:00:19.320 --> 00:00:22.320 is that the laptop is currently outperforming 00:00:22.320 --> 00:00:24.179 the agency. It sounds like pure science fiction, 00:00:24.339 --> 00:00:27.140 doesn't it? Or just massive hyperbole. Right. 00:00:27.280 --> 00:00:30.079 But the kicker is why. It's not because the AI 00:00:30.079 --> 00:00:33.340 is doing more work or typing faster. It's because 00:00:33.340 --> 00:00:36.759 the humans involved stopped hiring for task lists 00:00:36.759 --> 00:00:39.560 and started hiring for autonomous outcomes. Exactly. 00:00:39.780 --> 00:00:42.799 And that shift from tasks to outcomes, that's 00:00:42.799 --> 00:00:44.780 the entire game. It's the difference between 00:00:44.780 --> 00:00:47.280 a system that just burns cash and one that actually 00:00:47.280 --> 00:00:50.049 compounds value. So welcome to the Deep Dive. 00:00:50.070 --> 00:00:52.149 Today we are unpacking a document called How 00:00:52.149 --> 00:00:55.289 to Build an AI Native Marketing Team. It's a 00:00:55.289 --> 00:00:58.850 2026 systems guide by Max Nan. And I want to 00:00:58.850 --> 00:01:00.689 be clear, this isn't a hype episode. We aren't 00:01:00.689 --> 00:01:03.109 here to talk about how cool GPT -4 is. We are 00:01:03.109 --> 00:01:05.370 looking at the architecture of work itself. We're 00:01:05.370 --> 00:01:07.469 looking at the plumbing? The plumbing, exactly. 00:01:07.950 --> 00:01:10.290 So here's our roadmap. We're going to start with 00:01:10.290 --> 00:01:13.209 the core problem, why modern marketing so often 00:01:13.209 --> 00:01:16.879 feels, you know, fine but broken. Then we'll 00:01:16.879 --> 00:01:18.859 get into that philosophical shift from tasks 00:01:18.859 --> 00:01:21.140 to outcomes. And once we've got that down, we're 00:01:21.140 --> 00:01:23.200 going to break down the agentic squad, these 00:01:23.200 --> 00:01:25.840 three specific agents, the content flywheel, 00:01:26.060 --> 00:01:28.459 the amplification engine, and the opportunity 00:01:28.459 --> 00:01:30.760 hunter. And finally, we'll talk about what they 00:01:30.760 --> 00:01:33.680 call the central nervous system, a tool called 00:01:33.680 --> 00:01:38.799 N8N that ties it all together. Neat. So let's 00:01:38.799 --> 00:01:40.859 start with that problem. The source material 00:01:40.859 --> 00:01:43.159 uses a phrase that I think a lot of people feel 00:01:43.159 --> 00:01:46.159 viscerally. The illusion of productivity. Right. 00:01:46.219 --> 00:01:48.200 Which is also known as the hamster wheel. Paint 00:01:48.200 --> 00:01:50.400 that picture for us. Because if I look at a marketing 00:01:50.400 --> 00:01:52.540 team's dashboard today, most of the time the 00:01:52.540 --> 00:01:55.019 lights are green. And that's the trap. Imagine 00:01:55.019 --> 00:01:57.140 a typical Friday. You walk around the office. 00:01:57.280 --> 00:01:59.640 The social media manager. They posted five times 00:01:59.640 --> 00:02:02.239 this week. Check. The ad buyer spent the budget. 00:02:02.359 --> 00:02:04.959 Check. The sales team. They made their 50 calls. 00:02:05.159 --> 00:02:08.379 Check. Everyone is exhausted. Everyone is exhausted. 00:02:09.000 --> 00:02:11.939 Everyone worked hard. But if you ask the CEO. 00:02:12.569 --> 00:02:15.270 Did our business actually get smarter this week? 00:02:15.930 --> 00:02:18.889 The answer is almost always no. And why is that? 00:02:19.030 --> 00:02:21.169 If all the tasks are getting done, why isn't 00:02:21.169 --> 00:02:22.930 the business getting smarter? Fragmentation. 00:02:23.469 --> 00:02:26.189 Max Anne calls it fragmentation. You have these 00:02:26.189 --> 00:02:28.849 invisible cracks in the foundation of the business. 00:02:29.009 --> 00:02:31.870 The content team is in Google Docs. The ad team 00:02:31.870 --> 00:02:34.909 is in Meta Business Suite. Sales is over in Salesforce. 00:02:35.289 --> 00:02:37.610 None of these tools talk to each other. So the 00:02:37.610 --> 00:02:39.590 insights are just trapped in their silos. Totally. 00:02:39.900 --> 00:02:41.800 The social media manager might see that everyone's 00:02:41.800 --> 00:02:45.020 commenting on, say, pricing transparency. That's 00:02:45.020 --> 00:02:47.159 a gold nugget right there. But it just stays 00:02:47.159 --> 00:02:48.979 in the comment section. The ad buyer never sees 00:02:48.979 --> 00:02:50.960 it. So they keep running the same generic ads. 00:02:51.120 --> 00:02:53.539 And the sales team never hears about it. So they 00:02:53.539 --> 00:02:56.000 don't change their script. It's like we're mistaking 00:02:56.000 --> 00:02:59.020 motion for actual progress. The only thing connecting 00:02:59.020 --> 00:03:01.419 those departments is usually a stressed out middle 00:03:01.419 --> 00:03:04.060 manager copy pasting data into an email on a 00:03:04.060 --> 00:03:06.479 Friday. That is the illusion of productivity. 00:03:06.879 --> 00:03:09.680 It's interesting. We measure success by busyness, 00:03:09.860 --> 00:03:12.479 but this suggests busyness is actually a camouflage 00:03:12.479 --> 00:03:17.060 for a broken system. So I have to ask, if everyone 00:03:17.060 --> 00:03:19.439 is busy and the metrics look okay, how do you 00:03:19.439 --> 00:03:21.699 know if you're actually broken? It's broken if 00:03:21.699 --> 00:03:23.819 the system doesn't get smarter with every rep. 00:03:24.180 --> 00:03:26.259 Smarter with every rep? Yeah. Beep. That's a 00:03:26.259 --> 00:03:29.099 terrifyingly high bar. Okay, so to fix this, 00:03:29.259 --> 00:03:31.840 the guide argues we have to change what we ask 00:03:31.840 --> 00:03:34.300 for. We have to move from tasks to outcomes. 00:03:34.500 --> 00:03:37.430 This is the big shift. And honestly, this is 00:03:37.430 --> 00:03:39.629 where most people go wrong when they try to use 00:03:39.629 --> 00:03:43.229 AI. They get access to Claude or GPT -4, and 00:03:43.229 --> 00:03:46.110 their first instinct is, what task can I automate? 00:03:46.469 --> 00:03:48.949 You know, can it write this email for me? And 00:03:48.949 --> 00:03:51.270 the source says that is a trap. It's a massive 00:03:51.270 --> 00:03:53.189 trap because you're just automating the hamster 00:03:53.189 --> 00:03:54.729 wheel. You're making the treadmill go faster, 00:03:54.810 --> 00:03:57.710 but you aren't changing your destination. The 00:03:57.710 --> 00:03:59.789 right question, according to this guide, is, 00:03:59.870 --> 00:04:02.509 what are the three results my marketing must 00:04:02.509 --> 00:04:06.620 deliver, not tasks? And in their case study, 00:04:06.719 --> 00:04:08.199 they collapsed everything down to just three 00:04:08.199 --> 00:04:10.639 things. Yeah, it's really elegant. One, build 00:04:10.639 --> 00:04:13.900 authority organically. Two, amplify what works 00:04:13.900 --> 00:04:16.800 with paid ads. And three, convert that interest 00:04:16.800 --> 00:04:19.519 into sales. That's it. And once you define those 00:04:19.519 --> 00:04:22.259 three outcomes, you don't hire people to do tasks 00:04:22.259 --> 00:04:25.160 toward them. You build three specific AI agents 00:04:25.160 --> 00:04:28.529 to own them completely. Own the outcome. That's 00:04:28.529 --> 00:04:30.649 a strong phrase. Ah, good. But does assigning 00:04:30.649 --> 00:04:34.050 an outcome to an AI actually change how it behaves 00:04:34.050 --> 00:04:36.389 compared to just assigning a task? Yes, because 00:04:36.389 --> 00:04:39.110 an outcome requires a feedback loop. A task is 00:04:39.110 --> 00:04:42.470 just a to -do list. Ah, a task is linear. An 00:04:42.470 --> 00:04:47.009 outcome is circular. I like that. Beat. Let's 00:04:47.009 --> 00:04:48.350 get into the mechanics. I want to meet these 00:04:48.350 --> 00:04:50.870 agents. First one is the content flywheel. Its 00:04:50.870 --> 00:04:53.209 goal is building authority. Right. And the goal 00:04:53.209 --> 00:04:55.449 here is repetition with feedback, but without 00:04:55.449 --> 00:04:57.930 burning out the human. We've all been there trying 00:04:57.930 --> 00:05:01.189 to post consistently on LinkedIn or X. And eventually, 00:05:01.329 --> 00:05:03.910 the creative well just runs dry. Or you just 00:05:03.910 --> 00:05:06.569 get busy with your actual work. Exactly. So this 00:05:06.569 --> 00:05:08.810 agent solves that burnout problem by changing 00:05:08.810 --> 00:05:10.990 the human's role. In this system, you are not 00:05:10.990 --> 00:05:13.129 the writer. You're the creative director. The 00:05:13.129 --> 00:05:14.870 guide says the human commitment is only about 00:05:14.870 --> 00:05:17.990 20 to 30 minutes a week. That sounds suspicious. 00:05:18.149 --> 00:05:21.170 What can you actually do in 20 minutes? You provide 00:05:21.170 --> 00:05:24.170 the spark. You're not writing polished essays. 00:05:24.250 --> 00:05:26.069 You're dropping in rough voice notes while you 00:05:26.069 --> 00:05:28.769 walk the dog. You're pasting a link to an article 00:05:28.769 --> 00:05:31.069 and saying, hey, we should disagree with this 00:05:31.069 --> 00:05:32.970 point right here. So I'm the director, not the 00:05:32.970 --> 00:05:35.870 script writer. Precisely. And once you give it 00:05:35.870 --> 00:05:38.370 that spark, the agent goes into research mode. 00:05:39.480 --> 00:05:42.300 This part is crucial. It doesn't just hallucinate 00:05:42.300 --> 00:05:44.759 a blog post. It scans your past performance. 00:05:44.939 --> 00:05:47.180 It looks at your audience's known pain points. 00:05:47.339 --> 00:05:50.279 It checks current trends. It validates the idea 00:05:50.279 --> 00:05:52.279 before it writes a single word. Which is something 00:05:52.279 --> 00:05:54.639 humans often skip because research is boring. 00:05:55.040 --> 00:05:57.939 Then it moves to creation. It drafts the copy 00:05:57.939 --> 00:06:00.199 using proven frameworks, you know, hooks, body, 00:06:00.379 --> 00:06:03.139 conclusion, and it generates the visuals. Then 00:06:03.139 --> 00:06:05.259 it just delivers it to you. Slack, WhatsApp, 00:06:05.519 --> 00:06:07.819 wherever. And that's the approval phase. Yep. 00:06:08.110 --> 00:06:09.670 You read it. If you like it, you hit approve. 00:06:09.850 --> 00:06:11.750 If you don't, you just reply in plain English. 00:06:11.810 --> 00:06:14.730 Make the tone less formal or that joke doesn't 00:06:14.730 --> 00:06:17.310 land. You don't rewrite it. You just critique 00:06:17.310 --> 00:06:19.870 it. I have to make a vulnerable admission here. 00:06:20.110 --> 00:06:22.769 I still wrestle with prompt drift myself. I'll 00:06:22.769 --> 00:06:24.290 start with a great idea, but then I'll spend 00:06:24.290 --> 00:06:27.389 45 minutes just tweaking the AI's output, arguing 00:06:27.389 --> 00:06:29.970 with it about phrasing. Before I know it, I could 00:06:29.970 --> 00:06:32.170 have just written the thing myself. This workflow 00:06:32.170 --> 00:06:34.569 seems to solve that. It's the discipline of the 00:06:34.569 --> 00:06:38.120 system. Yeah. But here's the magic feature. The 00:06:38.120 --> 00:06:40.839 agent listens. Listens to what? To the market. 00:06:40.959 --> 00:06:44.139 It tracks saves and shares and comments. It sees 00:06:44.139 --> 00:06:47.660 what actually creates traction. And, this is 00:06:47.660 --> 00:06:50.779 the systemic part, it uses that signal to refine 00:06:50.779 --> 00:06:53.740 the next batch of topic proposals. It learns 00:06:53.740 --> 00:06:55.800 what your audience likes better than you do. 00:06:56.019 --> 00:06:58.220 So there's the compounding effect again. The 00:06:58.220 --> 00:07:00.459 system learns your audience's taste. But I have 00:07:00.459 --> 00:07:03.180 to ask, is the human really still in control 00:07:03.180 --> 00:07:05.579 here or are we just... you know, rubber stamping 00:07:05.579 --> 00:07:07.639 the machine. You're the director, not the actor. 00:07:07.740 --> 00:07:10.360 You decide what goes on stage. Fair enough. So 00:07:10.360 --> 00:07:12.199 we've got the content flywheel spinning, building 00:07:12.199 --> 00:07:14.680 authority. Now we need to scale. And that brings 00:07:14.680 --> 00:07:17.899 us to agent number two, the amplification engine. 00:07:18.240 --> 00:07:20.399 This is where things get really interesting for 00:07:20.399 --> 00:07:23.379 businesses that actually want to grow. Organic 00:07:23.379 --> 00:07:26.240 reach is great for trust, but paid traffic is 00:07:26.240 --> 00:07:29.920 for speed. The problem is most people just burn 00:07:29.920 --> 00:07:32.480 their budget by guessing. Guessing what the ad 00:07:32.480 --> 00:07:35.199 should say. Exactly. The amplification engine 00:07:35.199 --> 00:07:38.180 doesn't guess. It has a very specific trigger. 00:07:38.519 --> 00:07:40.939 It waits for a signal from the content flywheel. 00:07:41.399 --> 00:07:44.079 It only amplifies what is already resonating 00:07:44.079 --> 00:07:47.060 organically. So it's an organic to paid pipeline? 00:07:47.360 --> 00:07:50.339 Yes. If a post goes viral organically, that's 00:07:50.339 --> 00:07:52.860 a signal. The amplification engine sees that 00:07:52.860 --> 00:07:54.579 and says, OK, we have a winner. Let's pour some 00:07:54.579 --> 00:07:57.519 gasoline on this fire. But it does more than 00:07:57.519 --> 00:07:59.800 just boost the post. What else does it do? It 00:07:59.800 --> 00:08:02.420 runs a competitive scan. It looks at your competitors' 00:08:02.600 --> 00:08:04.980 ads and asks, what angles are they repeating? 00:08:05.160 --> 00:08:07.519 Because in advertising, repetition means profit. 00:08:07.980 --> 00:08:09.819 If your competitor has been running the same 00:08:09.819 --> 00:08:12.500 ad for six weeks, trust me, it's making them 00:08:12.500 --> 00:08:15.319 money. So it finds the market meta. It finds 00:08:15.319 --> 00:08:18.420 the meta. Then it cross -references that competitor 00:08:18.420 --> 00:08:20.800 data with your organic RINs. It lists for the 00:08:20.800 --> 00:08:23.279 overlap. Where does the market opportunity meet 00:08:23.279 --> 00:08:26.180 our proven content? Then it just generates the 00:08:26.180 --> 00:08:28.860 ad copy, the hooks, the headlines, hundreds of 00:08:28.860 --> 00:08:30.939 variations. And there was a detail in the source 00:08:30.939 --> 00:08:33.179 I found fascinating and mentioned using real 00:08:33.179 --> 00:08:37.019 human footage to avoid that uncanny valley. Yes, 00:08:37.039 --> 00:08:39.559 this is such a smart nuance. We've all seen those 00:08:39.559 --> 00:08:42.539 AI videos that look, I don't know, slightly melted. 00:08:43.019 --> 00:08:45.879 Or the voice is just off. It kills trust instantly. 00:08:46.159 --> 00:08:48.559 So how does this agent solve that? It uses B 00:08:48.559 --> 00:08:51.779 -roll architecture. It pulls from a library of 00:08:51.779 --> 00:08:53.940 licensed stock footage of real people in real 00:08:53.940 --> 00:08:56.659 places, offices, coffee shops, whatever. Then 00:08:56.659 --> 00:08:59.200 it overlays the AI -generated copy and hooks 00:08:59.200 --> 00:09:02.659 as text or a voiceover. It feels human, but you 00:09:02.659 --> 00:09:04.539 don't need a film crew. Now there's a hard rule 00:09:04.539 --> 00:09:06.440 in this section, the human -in -the -loop rule. 00:09:06.879 --> 00:09:08.879 The agent can prepare the whole campaign, the 00:09:08.879 --> 00:09:11.139 structure, the budget, targeting, but it does 00:09:11.139 --> 00:09:13.320 not touch the ad account. A human has to press 00:09:13.320 --> 00:09:16.019 the final button. Critical. Absolutely critical. 00:09:16.279 --> 00:09:18.100 Why is it so critical that the agent doesn't 00:09:18.100 --> 00:09:21.559 touch the actual ad spend? Because AI lacks context 00:09:21.559 --> 00:09:24.320 on risk. It can burn a budget on a hallucination. 00:09:24.440 --> 00:09:26.879 That makes sense. Paid traffic is a truth machine, 00:09:27.059 --> 00:09:30.679 but it uses real money. You need a human guardrail. 00:09:31.139 --> 00:09:34.820 Beat. Okay, so we have authority, we have amplification, 00:09:35.039 --> 00:09:37.700 now we have leads coming in. This brings us to 00:09:37.700 --> 00:09:40.720 agent number three, the opportunity hunter. The 00:09:40.720 --> 00:09:43.289 closer. This one solves the leaky bucket problem. 00:09:43.490 --> 00:09:46.450 Ah, the classic sales nightmare. You get a lead, 00:09:46.669 --> 00:09:49.309 you mean to follow up, you get busy, three days 00:09:49.309 --> 00:09:52.149 pass, and now the lead is cold. Or you follow 00:09:52.149 --> 00:09:54.250 up, but you forget why they clicked in the first 00:09:54.250 --> 00:09:56.590 place. You send that generic, hey, just checking 00:09:56.590 --> 00:09:59.090 in, email. The Opportunity Hunter changes that. 00:09:59.269 --> 00:10:02.929 First, it centralizes everything. Webinar, signups, 00:10:03.009 --> 00:10:05.490 DMs, downloads all into one database. It knows 00:10:05.490 --> 00:10:07.330 exactly how they entered your world. Context 00:10:07.330 --> 00:10:09.929 is king here. It is. If you downloaded a guide 00:10:09.929 --> 00:10:12.590 on AI for lawyers, the follow -up email references 00:10:12.590 --> 00:10:14.950 that specifically. It's not generic. And if the 00:10:14.950 --> 00:10:17.789 person replies, the agent adapts. It reads their 00:10:17.789 --> 00:10:20.210 reply and generates a response that actually 00:10:20.210 --> 00:10:22.129 makes sense. It's basically running a chat in 00:10:22.129 --> 00:10:25.850 your voice. It is. But here's the key part. Silent 00:10:25.850 --> 00:10:29.090 qualification. The agent is gauging their intent. 00:10:29.669 --> 00:10:32.049 It's not pushing for a sale right away. It's 00:10:32.049 --> 00:10:34.889 analyzing the sentiment. Is this person ready? 00:10:35.090 --> 00:10:37.309 Do they have a budget? Are they just kicking 00:10:37.309 --> 00:10:39.590 tires? And what's the end game for this agent? 00:10:39.889 --> 00:10:43.649 The outcome is a book's call, but only with qualified 00:10:43.649 --> 00:10:46.250 people. It either schedules the call directly 00:10:46.250 --> 00:10:50.509 or runs a quick AI prescreen. So the human sales 00:10:50.509 --> 00:10:52.710 rep only speaks to people who are actually ready 00:10:52.710 --> 00:10:55.100 to buy. That sounds like a dream for anyone in 00:10:55.100 --> 00:10:57.500 sales. No more discovery calls where you find 00:10:57.500 --> 00:10:59.759 out five minutes in that they have zero budget. 00:10:59.960 --> 00:11:02.600 But to play devil's advocate, is there a risk 00:11:02.600 --> 00:11:04.200 of the lead feeling like they're being handled 00:11:04.200 --> 00:11:07.120 by a robot? Not if the context is perfect. We 00:11:07.120 --> 00:11:09.340 hate irrelevant bots, not helpful ones. That's 00:11:09.340 --> 00:11:11.059 a great distinction. If it's helpful, we don't 00:11:11.059 --> 00:11:13.639 care. Okay, we've met the squad, the content 00:11:13.639 --> 00:11:16.259 flywheel, the amplification engine, the opportunity 00:11:16.259 --> 00:11:18.960 hunter. But if we just install these three tools, 00:11:19.019 --> 00:11:21.159 aren't we just creating three new silos? You 00:11:21.159 --> 00:11:23.090 hit the nail on the head. If these agents don't 00:11:23.090 --> 00:11:25.309 talk to each other, you haven't fixed the fragmentation. 00:11:25.309 --> 00:11:27.389 You've just automated it. You have faster chaos. 00:11:27.629 --> 00:11:30.409 So what's the glue? The guide calls it a central 00:11:30.409 --> 00:11:32.549 nervous system. This is where we talk about NAN. 00:11:32.750 --> 00:11:35.909 Define that for us really quickly. NAN is a workflow 00:11:35.909 --> 00:11:39.789 automation tool. Think of it like digital pipes 00:11:39.789 --> 00:11:42.070 that connect different software. It's what lets 00:11:42.070 --> 00:11:44.750 Slack talk to OpenAI and OpenAI talk to your 00:11:44.750 --> 00:11:47.840 email and your email talk to your CRM. So in 00:11:47.840 --> 00:11:51.759 this context, NANN is the brain. Exactly. Without 00:11:51.759 --> 00:11:54.059 it, you just have three separate chatbots. With 00:11:54.059 --> 00:11:56.860 NANN, you have a flow. A signal from the content 00:11:56.860 --> 00:11:59.759 agent flows automatically to the ads agent. Leads 00:11:59.759 --> 00:12:02.759 from ads flow to the nurture agent. And this 00:12:02.759 --> 00:12:04.740 is the most important part. Feedback from sales 00:12:04.740 --> 00:12:07.419 flows back to the content strategy. That closes 00:12:07.419 --> 00:12:09.799 the loop. That is the loop. Imagine the opportunity 00:12:09.799 --> 00:12:12.460 hunter, the fails agent, notices a pattern. It 00:12:12.460 --> 00:12:14.879 sees that leads who ask about data privacy are 00:12:14.879 --> 00:12:17.799 like... 80 % likely to close. A valuable insight. 00:12:18.139 --> 00:12:20.700 Extremely. In a normal company, that insight 00:12:20.700 --> 00:12:23.460 dies in a sales rep's inbox. But in this system, 00:12:23.559 --> 00:12:25.799 grabs that data point, it tags it, high intent 00:12:25.799 --> 00:12:28.840 topic, data privacy. It then routes that tag 00:12:28.840 --> 00:12:30.799 back to the content flywheel. And the content 00:12:30.799 --> 00:12:33.700 flywheel sees that. And automatically adds data 00:12:33.700 --> 00:12:36.740 privacy to the topic queue for next week. It 00:12:36.740 --> 00:12:39.059 prompts the human, hey, sales are closing on 00:12:39.059 --> 00:12:41.419 privacy topics. Give me a rant about that. And 00:12:41.419 --> 00:12:43.120 the human didn't have to hold a single meeting 00:12:43.120 --> 00:12:46.470 to convey that. No meetings. Just data flowing. 00:12:46.870 --> 00:12:50.370 This is systemic compounding. Unlike a manual 00:12:50.370 --> 00:12:54.370 team where work is often one and done, this system 00:12:54.370 --> 00:12:57.350 learns. Every single post, every lead, every 00:12:57.350 --> 00:13:00.389 objection makes the whole business smarter. That's 00:13:00.389 --> 00:13:02.850 a profound shift. You know, I was just thinking 00:13:02.850 --> 00:13:05.409 about this. Whoa! Imagine that. You go to sleep, 00:13:05.549 --> 00:13:08.149 and while you're dreaming, the system has analyzed 00:13:08.149 --> 00:13:10.429 a thousand interactions and woken up smarter 00:13:10.429 --> 00:13:12.720 than it was when you went to bed. It's like stacking 00:13:12.720 --> 00:13:14.679 Lego blocks of data. You aren't rebuilding the 00:13:14.679 --> 00:13:16.419 castle every single day. You're just adding another 00:13:16.419 --> 00:13:19.200 tower. That is honestly, it's a little intimidating. 00:13:19.259 --> 00:13:21.179 If I'm a junior marketer listening to this right 00:13:21.179 --> 00:13:23.399 now, I'm sweating. What happens to the junior 00:13:23.399 --> 00:13:26.080 copywriter or the junior media buyer in this 00:13:26.080 --> 00:13:28.600 world? That's the elephant in the room. The harsh 00:13:28.600 --> 00:13:31.480 truth. The role of task doer is dying. If your 00:13:31.480 --> 00:13:33.559 job is just to move data from point A to point 00:13:33.559 --> 00:13:36.480 B or write generic emails, you are in trouble. 00:13:36.659 --> 00:13:39.779 So where do humans fit in? We move up the sack. 00:13:39.980 --> 00:13:42.220 We become the directors. We provide the taste, 00:13:42.320 --> 00:13:45.940 the strategy, the empathy. The AI is the engine, 00:13:46.039 --> 00:13:48.840 but the human is the steering wheel. You cannot 00:13:48.840 --> 00:13:51.480 automate taste. You cannot automate why. So the 00:13:51.480 --> 00:13:55.360 future isn't AI replacing humans. It's humans 00:13:55.360 --> 00:13:57.940 with AI systems replacing humans without them. 00:13:58.059 --> 00:14:00.840 Precisely. It's about strategic leverage. We've 00:14:00.840 --> 00:14:03.269 covered a massive amount of ground here. From 00:14:03.269 --> 00:14:06.330 the fragmentation problem all the way to the 00:14:06.330 --> 00:14:09.309 NANN nervous system. If someone listening wants 00:14:09.309 --> 00:14:10.850 to start this, because this feels like a huge 00:14:10.850 --> 00:14:14.029 project, where is day one? Don't try to build 00:14:14.029 --> 00:14:15.970 the whole Death Star at once. Start with the 00:14:15.970 --> 00:14:19.090 mindset. Stop hiring for tasks. So not, I need 00:14:19.090 --> 00:14:21.789 an email writer. Wrong. It's, I need an authority 00:14:21.789 --> 00:14:24.269 engine. Or, I need a sales conversion system. 00:14:24.889 --> 00:14:26.870 Define the three outcomes your business must 00:14:26.870 --> 00:14:28.990 have. If you can clearly define the outcome, 00:14:29.210 --> 00:14:31.620 the tool will appear. If you can't define the 00:14:31.620 --> 00:14:33.840 outcome, no amount of AI is going to save you. 00:14:33.960 --> 00:14:36.139 Map the flow first. Automate second. Always. 00:14:36.320 --> 00:14:38.080 That's the challenge for this week. Look at your 00:14:38.080 --> 00:14:40.159 team. Are they doing tasks or are they owning 00:14:40.159 --> 00:14:42.039 outcomes? The answer might tell you why you're 00:14:42.039 --> 00:14:44.740 so tired. And why your dashboard is green but 00:14:44.740 --> 00:14:47.860 your bank account isn't. Ouch. On that note, 00:14:47.960 --> 00:14:50.299 thanks for diving deep with us. Always a pleasure. 00:14:50.539 --> 00:14:51.440 We'll see you on the next one.