WEBVTT 00:00:00.000 --> 00:00:03.120 The AI gold rush is definitely on. Feels like 00:00:03.120 --> 00:00:04.820 everyone's racing to stake their claim, doesn't 00:00:04.820 --> 00:00:07.200 it? It really does. But what if the path, you 00:00:07.200 --> 00:00:09.580 know, the one most people are on, leads not to 00:00:09.580 --> 00:00:13.039 gold, but, well, nowhere fast? What if you're 00:00:13.039 --> 00:00:15.460 carefully building this fragile Jenga tower, 00:00:15.660 --> 00:00:18.280 you know, the kind that's just going to collapse 00:00:18.280 --> 00:00:20.480 instead of a solid skyscraper? Oh, we've seen 00:00:20.480 --> 00:00:22.579 that exact thing. It's what our sources are calling 00:00:22.579 --> 00:00:26.480 the AI agent trap. It's this low margin, really 00:00:26.480 --> 00:00:28.719 high stress cycle that just... burns people out. 00:00:28.859 --> 00:00:31.480 But here's the good news, right? Our sources 00:00:31.480 --> 00:00:33.520 show there's a clear way out. There's actually 00:00:33.520 --> 00:00:35.939 a blueprint for something, well, much more solid 00:00:35.939 --> 00:00:39.659 and rewarding. Welcome back to the Deep Dive. 00:00:39.719 --> 00:00:41.359 Today, we're taking a close look at some really 00:00:41.359 --> 00:00:44.700 fascinating research. It really challenges the 00:00:44.700 --> 00:00:46.740 common way people think about building AI solutions. 00:00:46.939 --> 00:00:50.340 It's titled, The AI Agent Business Model is a 00:00:50.340 --> 00:00:53.820 Trap. Here's what works. Yeah. And it highlights 00:00:53.820 --> 00:00:56.719 this really critical difference. Are you just 00:00:56.719 --> 00:01:00.439 building these quick one -off AI agents like 00:01:00.439 --> 00:01:03.640 individual automated tasks? Or are you aiming 00:01:03.640 --> 00:01:06.420 higher, building something more integrated, more 00:01:06.420 --> 00:01:08.640 fundamental, what they're calling an AI operating 00:01:08.640 --> 00:01:12.659 system? So our mission today is to really explore 00:01:12.659 --> 00:01:15.819 this shift. We'll look at why that common approach, 00:01:16.060 --> 00:01:18.459 the agent approach, often fails. We'll dig into 00:01:18.459 --> 00:01:20.799 what these operating systems actually are, how 00:01:20.799 --> 00:01:23.040 you might build one both strategically and technically, 00:01:23.219 --> 00:01:25.579 and probably the most important part for many 00:01:25.579 --> 00:01:28.459 listeners, how they can actually unlock sustainable 00:01:28.459 --> 00:01:30.920 recurring revenue for your business. Right. It's 00:01:30.920 --> 00:01:33.120 about getting off that exhausting freelancer's 00:01:33.120 --> 00:01:36.180 hamster wheel and stepping onto a path, a blueprint, 00:01:36.340 --> 00:01:39.120 that could lead to maybe $10Ks plus a month consistently. 00:01:39.580 --> 00:01:42.260 That's a total game changer. Buy it. OK, let's 00:01:42.260 --> 00:01:44.519 dive in. OK, so let's really unpack this AI agent 00:01:44.519 --> 00:01:46.599 trap that our sources describe. They paint a 00:01:46.599 --> 00:01:49.760 pretty clear picture. And honestly, it's a bit 00:01:49.760 --> 00:01:51.500 sobering looking at what's happening out there. 00:01:51.599 --> 00:01:53.280 Yeah, exactly. They call it the freelancer's 00:01:53.280 --> 00:01:55.319 hamster wheel. And it fits, right? You're just 00:01:55.319 --> 00:01:57.859 constantly running. You pour weeks, maybe months 00:01:57.859 --> 00:02:01.159 into building these complex AI agents for a client. 00:02:01.299 --> 00:02:03.560 You land a one time gig, maybe get a few thousand 00:02:03.560 --> 00:02:05.879 bucks. Client seems happy for a second and then 00:02:05.879 --> 00:02:08.800 poof. Gone. And you're right back to scrambling 00:02:08.800 --> 00:02:11.080 for the next project. It's exhausting. It is. 00:02:11.099 --> 00:02:13.819 And that cycle is just brutal. Our sources point 00:02:13.819 --> 00:02:18.280 to four specific fatal flaws that make this whole 00:02:18.280 --> 00:02:21.219 model feel like it's built on quicksand. Just 00:02:21.219 --> 00:02:23.819 fundamentally shaky for long term success. OK, 00:02:23.860 --> 00:02:27.419 so first up, it's becoming a commodity. Basic 00:02:27.419 --> 00:02:30.419 AI agents. you know, those sort of standard automated 00:02:30.419 --> 00:02:32.979 tasks using AI. Everyone and their brother is 00:02:32.979 --> 00:02:35.219 building them now, which naturally just drives 00:02:35.219 --> 00:02:37.099 the prices down, down, down. It's that classic 00:02:37.099 --> 00:02:39.259 race to the bottom. Nobody wins that. Exactly, 00:02:39.319 --> 00:02:41.039 which leads right into the second big problem. 00:02:41.860 --> 00:02:44.319 It's nearly always a one -time transaction. You 00:02:44.319 --> 00:02:46.039 do the work, you deliver, you get paid once, 00:02:46.159 --> 00:02:49.560 then you're back at zero, hunting again. Without 00:02:49.560 --> 00:02:52.199 that predictable income, that recurring revenue, 00:02:52.539 --> 00:02:54.400 it's just incredibly hard to build something 00:02:54.400 --> 00:02:57.939 truly sustainable, isn't it? No doubt. Then there's 00:02:57.939 --> 00:03:00.740 number three. What the sources call complexity 00:03:00.740 --> 00:03:03.620 addiction. I mean, I'll admit, I've kind of fallen 00:03:03.620 --> 00:03:05.439 into this trap myself sometimes. You build these 00:03:05.439 --> 00:03:07.419 workflows that look super impressive, all these 00:03:07.419 --> 00:03:09.520 moving parts, but really, they function like 00:03:09.520 --> 00:03:12.759 some crazy Rube Goldberg machine. Spaghetti workflows, 00:03:13.120 --> 00:03:15.560 they call them. Overly complicated, often inefficient. 00:03:16.060 --> 00:03:19.039 But the real insight is, usually, a simpler, 00:03:19.219 --> 00:03:22.439 more direct automation that often delivers more 00:03:22.439 --> 00:03:25.719 consistent value. And it's way more robust. Less 00:03:25.719 --> 00:03:28.620 likely to break. avoids that overengineering 00:03:28.620 --> 00:03:31.800 trap. That's so true. And the biggest flaw, number 00:03:31.800 --> 00:03:34.620 four, maybe the most fundamental, it solves the 00:03:34.620 --> 00:03:36.960 wrong problem. It focuses on selling a tool, 00:03:37.139 --> 00:03:39.680 you know, that specific AI agent instead of delivering 00:03:39.680 --> 00:03:43.240 a core lasting business solution. Right. So if 00:03:43.240 --> 00:03:45.139 we cut through all the hype around these individual 00:03:45.139 --> 00:03:47.520 agents, what's the real root issue with just 00:03:47.520 --> 00:03:49.969 selling those kinds of one -off things? It really 00:03:49.969 --> 00:03:52.430 boils down to being a low -value one -time sale. 00:03:52.569 --> 00:03:55.030 It just doesn't deliver that deep, long -term 00:03:55.030 --> 00:03:57.169 business impact that really changes things for 00:03:57.169 --> 00:03:59.150 a client. Okay, so if that's the trap, what's 00:03:59.150 --> 00:04:01.909 the escape hatch? The sources bring in this idea 00:04:01.909 --> 00:04:06.310 of an AI operating system, BEAT. Sounds kind 00:04:06.310 --> 00:04:09.889 of big, doesn't it? Almost futuristic, like something 00:04:09.889 --> 00:04:12.310 out of Star Trek, maybe? It does sound a bit 00:04:12.310 --> 00:04:14.150 grand, but it's actually very practical when 00:04:14.150 --> 00:04:16.610 you break it down. Think of it more like an AI 00:04:16.610 --> 00:04:19.680 automation power cube. That's the term they use. 00:04:19.759 --> 00:04:22.540 It's not just one single agent doing one task. 00:04:22.819 --> 00:04:26.439 It's a combination, four integrated parts all 00:04:26.439 --> 00:04:28.839 working together smoothly. And the crucial part 00:04:28.839 --> 00:04:31.060 is it's designed to solve a massive recurring 00:04:31.060 --> 00:04:33.519 business problem, not just automate a little 00:04:33.519 --> 00:04:36.120 task here or there. Power cube. Okay, I like 00:04:36.120 --> 00:04:38.319 that analogy. Makes you picture something powerful, 00:04:38.439 --> 00:04:41.000 integrated, self -contained. So what are these 00:04:41.000 --> 00:04:42.839 four components then? What makes up this system? 00:04:43.019 --> 00:04:44.860 Okay, component A is the brain. These are your 00:04:44.860 --> 00:04:46.899 sophisticated AI models, the parts that actually 00:04:46.899 --> 00:04:50.120 analyze information, transform data, do the heavy 00:04:50.120 --> 00:04:52.079 lifting of processing. That's the intelligence 00:04:52.079 --> 00:04:54.540 core. Got it. Makes sense. And then the nervous 00:04:54.540 --> 00:04:57.500 system, component B, what's its job? Ah, that's 00:04:57.500 --> 00:05:00.009 the automation layer. They mention tools like 00:05:00.009 --> 00:05:03.089 N8n, which, for listeners who don't know, is 00:05:03.089 --> 00:05:05.589 a really flexible, low -code platform for connecting 00:05:05.589 --> 00:05:08.589 apps and automating workflows. So this layer 00:05:08.589 --> 00:05:10.949 acts like the central coordinator. It connects 00:05:10.949 --> 00:05:13.129 everything, passes data between all the different 00:05:13.129 --> 00:05:15.470 systems, and basically orchestrates the entire 00:05:15.470 --> 00:05:17.410 flow to make sure everything talks to each other. 00:05:17.589 --> 00:05:20.829 Okay. And the memory, component C, that's for 00:05:20.829 --> 00:05:23.410 storing data, right? Like using Supabase or something 00:05:23.410 --> 00:05:25.509 similar, keeping track of user insights, that 00:05:25.509 --> 00:05:27.860 kind of thing. Exactly. Supabase provides that 00:05:27.860 --> 00:05:30.819 robust, stable database. You need persistent 00:05:30.819 --> 00:05:33.100 storage, a place to remember user interactions, 00:05:33.480 --> 00:05:36.779 data points, progress. It's absolutely key. And 00:05:36.779 --> 00:05:39.779 finally, component D is the body. This is the 00:05:39.779 --> 00:05:42.500 user -facing part, the application layer. A friendly 00:05:42.500 --> 00:05:44.220 front -end interface may be built with a tool 00:05:44.220 --> 00:05:46.060 like Bolt .new, which lets you build web apps 00:05:46.060 --> 00:05:48.829 quickly. Wow. Okay, picture that. The brain, 00:05:49.009 --> 00:05:51.589 the nervous system, the memory, the body, all 00:05:51.589 --> 00:05:54.089 working together totally seamlessly. It really 00:05:54.089 --> 00:05:56.230 is like stacking intelligent Lego blocks, isn't 00:05:56.230 --> 00:05:59.129 it? Data and logic combined to build something 00:05:59.129 --> 00:06:02.269 a business just can't do without. Whoa. I mean, 00:06:02.269 --> 00:06:04.850 imagine scaling that kind of integrated system, 00:06:05.029 --> 00:06:08.610 handling like a billion queries a day. That's 00:06:08.610 --> 00:06:10.689 just a whole different universe of impact compared 00:06:10.689 --> 00:06:13.430 to a single agent. That's precisely the goal. 00:06:13.550 --> 00:06:15.490 Right. Creating something so deeply embedded 00:06:15.490 --> 00:06:18.490 in a business's core operations that they literally 00:06:18.490 --> 00:06:20.889 cannot live without it. It becomes fundamental 00:06:20.889 --> 00:06:22.970 to how they succeed. That's where you find that 00:06:22.970 --> 00:06:25.209 sustainable, predictable, recurring revenue stream. 00:06:25.430 --> 00:06:27.709 So just to be crystal clear then, how is this 00:06:27.709 --> 00:06:30.089 PowerCube idea fundamentally different from just 00:06:30.089 --> 00:06:32.730 selling a standalone AI agent? It's an integrated 00:06:32.730 --> 00:06:35.990 multi -part system solving a core ongoing business 00:06:35.990 --> 00:06:38.949 need, not just a single isolated task automation. 00:06:39.709 --> 00:06:41.689 OK, this next part, for me, this work, it's really 00:06:41.689 --> 00:06:44.069 practical where the rubber hits the road. Our 00:06:44.069 --> 00:06:46.970 sources argue really strongly that success isn't 00:06:46.970 --> 00:06:49.269 just about what you build. It's about who you 00:06:49.269 --> 00:06:52.470 build it for. They emphasize this strategic framework 00:06:52.470 --> 00:06:56.550 that starts with really zeroing in on your ideal 00:06:56.550 --> 00:06:59.370 target customer. Right. This is step one. Choose 00:06:59.370 --> 00:07:02.589 your target. And they have these goldmine criteria. 00:07:02.990 --> 00:07:05.209 The advice is pretty blunt. Be a whale hunter. 00:07:05.470 --> 00:07:07.629 Stop chasing the small fish who just don't have 00:07:07.629 --> 00:07:10.779 the budget. And they list five key criteria for 00:07:10.779 --> 00:07:12.980 finding that perfect customer. First, and maybe 00:07:12.980 --> 00:07:15.220 most obviously, they have to have money. It sounds 00:07:15.220 --> 00:07:17.620 basic, but it's often just as hard to sell a 00:07:17.620 --> 00:07:20.139 $10 ,000 solution as a $1 ,000 one, so you might 00:07:20.139 --> 00:07:22.040 as well aim high. What they're really saying 00:07:22.040 --> 00:07:23.879 is you're not just looking for any client. You 00:07:23.879 --> 00:07:25.720 need businesses with a clear, urgent problem, 00:07:25.839 --> 00:07:28.639 yes, but also the resources and crucially the 00:07:28.639 --> 00:07:31.600 mindset to invest in a proper long -term fix, 00:07:31.740 --> 00:07:34.620 not just a cheap patch. Yeah, stop selling to 00:07:34.620 --> 00:07:37.139 broke businesses. It's literally a quote from 00:07:37.139 --> 00:07:41.040 the material. And it makes perfect sense. Second 00:07:41.040 --> 00:07:44.139 criterion. They have to value their time immensely, 00:07:44.279 --> 00:07:47.019 more than money, often. These are typically successful 00:07:47.019 --> 00:07:49.540 business owners, but they're drowning, overwhelmed, 00:07:49.920 --> 00:07:53.120 more cash than hours, basically. Third, they 00:07:53.120 --> 00:07:55.660 need to be easy to find. You should pick a niche 00:07:55.660 --> 00:07:58.620 where your potential customers gather, like specific 00:07:58.620 --> 00:08:01.000 online communities, industry groups, maybe certain 00:08:01.000 --> 00:08:03.660 types of events. Don't try to hunt in scattered. 00:08:04.220 --> 00:08:07.139 hard to reach markets. Fourth, focus on businesses 00:08:07.139 --> 00:08:09.680 with high margins. Think agencies, consulting 00:08:09.680 --> 00:08:12.959 firms, maybe high end local services like specialized 00:08:12.959 --> 00:08:15.560 contractors or medical practices. They understand 00:08:15.560 --> 00:08:17.519 the value of something that boosts their existing 00:08:17.519 --> 00:08:19.579 profitability and they actually have the budget 00:08:19.579 --> 00:08:21.800 to pay for that value. And the fifth one, they 00:08:21.800 --> 00:08:24.680 call it the ultimate cheat code. Target a growing 00:08:24.680 --> 00:08:27.709 market. Think about it. If you own just 10 % 00:08:27.709 --> 00:08:30.069 of a market that doubles every year, your business 00:08:30.069 --> 00:08:32.409 grows almost automatically. You're riding a wave. 00:08:32.529 --> 00:08:34.789 Okay, but finding them isn't the whole story, 00:08:34.929 --> 00:08:38.129 right? The sources then move to step two, validate 00:08:38.129 --> 00:08:40.690 customer resonance. And they stress this is absolutely 00:08:40.690 --> 00:08:43.350 vital. So many people skip this. They really 00:08:43.350 --> 00:08:45.490 do. You see builders hiding away for months, 00:08:45.629 --> 00:08:48.529 coding in secret, then they launch and did crickets. 00:08:48.629 --> 00:08:51.090 Nobody actually wants it. So our sources suggest 00:08:51.090 --> 00:08:54.190 this really clever technique. The magic wand 00:08:54.190 --> 00:08:56.990 method. Yeah, this is great. You find maybe 10 00:08:56.990 --> 00:09:00.070 people who fit your ideal target profile, right? 00:09:00.269 --> 00:09:02.649 From step one. Then you offer to work with them 00:09:02.649 --> 00:09:05.169 for free just for a short time. The goal is to 00:09:05.169 --> 00:09:07.490 get real testimonials, gather honest feedback, 00:09:07.649 --> 00:09:10.669 and then you ask the magic question. Look, if 00:09:10.669 --> 00:09:12.590 I could wave a magic wand and solve just one 00:09:12.590 --> 00:09:14.750 of the 20 problems you're dealing with, the single 00:09:14.750 --> 00:09:16.629 one that keeps you tossing and turning at night, 00:09:16.769 --> 00:09:19.139 which problem would that be? And their answer, 00:09:19.240 --> 00:09:22.279 that's your golden nugget. It forces them to 00:09:22.279 --> 00:09:24.960 cut through the noise and pinpoint the single 00:09:24.960 --> 00:09:27.559 most valuable, most urgent pain point they have. 00:09:27.840 --> 00:09:30.480 This lets you rigorously check if there's real 00:09:30.480 --> 00:09:32.240 demand before you commit to building the supply. 00:09:32.519 --> 00:09:35.779 It's a huge de -risking step. So why is validating 00:09:35.779 --> 00:09:38.460 that demand up front just so incredibly critical 00:09:38.460 --> 00:09:41.100 before you even write a line of code? It stops 00:09:41.100 --> 00:09:43.620 you from wasting months, maybe years, building 00:09:43.620 --> 00:09:46.179 something nobody actually wants to buy. Plain 00:09:46.179 --> 00:09:48.620 and simple. Okay. To make this whole AI operating 00:09:48.620 --> 00:09:51.759 system idea less abstract, the sources give us 00:09:51.759 --> 00:09:55.059 a really solid case study, the LAPS dashboard. 00:09:55.519 --> 00:09:58.120 It's designed to tackle a super common, really 00:09:58.120 --> 00:10:00.399 painful problem for service -based businesses, 00:10:00.740 --> 00:10:04.179 converting leads effectively. Exactly. Most service 00:10:04.179 --> 00:10:06.559 businesses suffer from this leaky sales funnel. 00:10:06.679 --> 00:10:08.700 They spend good money, sometimes a lot of money, 00:10:08.779 --> 00:10:11.779 generating leads, but then potential customers 00:10:11.779 --> 00:10:14.580 just drop off at every stage from initial contact 00:10:14.580 --> 00:10:17.299 to actually becoming a paying client. That's 00:10:17.299 --> 00:10:20.340 where this LAPS framework fits in. Right. LAPS 00:10:20.340 --> 00:10:22.960 leads, appointments, presentations, sales. That's 00:10:22.960 --> 00:10:25.179 the standard flow. But the money ball insight 00:10:25.179 --> 00:10:27.139 here, as they call it, that's the really interesting 00:10:27.139 --> 00:10:29.200 part. They argue that the place with the most 00:10:29.200 --> 00:10:32.279 leverage, almost always, is improving the conversion 00:10:32.279 --> 00:10:34.360 rate specifically from a lead to an appointment. 00:10:34.679 --> 00:10:37.000 Think about a typical funnel. Maybe you get 100 00:10:37.000 --> 00:10:39.399 leads and that eventually results in, say, three 00:10:39.399 --> 00:10:42.289 sales down the line. Right. But if you use an 00:10:42.289 --> 00:10:44.710 AI optimized system focused just on boosting 00:10:44.710 --> 00:10:46.690 that lead to appointment rate, you might double 00:10:46.690 --> 00:10:49.289 it. Suddenly, those same hundred leads, they 00:10:49.289 --> 00:10:52.210 turn into six sales. You haven't spent a single 00:10:52.210 --> 00:10:55.409 extra dollar on getting more leads. Just by improving 00:10:55.409 --> 00:10:57.970 that one specific conversion point, you've potentially 00:10:57.970 --> 00:11:00.870 doubled the business's revenue. That is huge. 00:11:01.149 --> 00:11:03.429 It really is significant. And the proposed solution 00:11:03.429 --> 00:11:06.669 is pretty clever. Replace those boring static 00:11:06.669 --> 00:11:09.970 contact us forms or maybe those downloadable 00:11:09.970 --> 00:11:12.970 PDF lead magnets that nobody reads. Replace them 00:11:12.970 --> 00:11:15.289 with an interactive personalized assessment dashboard. 00:11:15.570 --> 00:11:18.210 Ah, okay. So instead of just passively collecting 00:11:18.210 --> 00:11:21.169 info, this thing actively engages the user. It 00:11:21.169 --> 00:11:23.049 gives them immediate value like a personalized 00:11:23.049 --> 00:11:25.389 action plan based on their answers. It pushes 00:11:25.389 --> 00:11:27.409 them towards taking the next step with a clear 00:11:27.409 --> 00:11:29.429 call to action properly to book that appointment. 00:11:29.669 --> 00:11:32.389 And crucially, it scales infinitely. Build it 00:11:32.389 --> 00:11:34.820 once, serve potentially. thousands of customers. 00:11:35.019 --> 00:11:37.940 Precisely. It turns that passive, easily ignored 00:11:37.940 --> 00:11:40.980 interaction into something dynamic, a problem 00:11:40.980 --> 00:11:43.179 -solving experience that feels tailored just 00:11:43.179 --> 00:11:45.820 for them. So what is it about the LAPS dashboard 00:11:45.820 --> 00:11:48.120 that makes it so effective at fixing that leaky 00:11:48.120 --> 00:11:50.960 funnel problem? It delivers immediate personalized 00:11:50.960 --> 00:11:54.259 value, which engages users deeply and drives 00:11:54.259 --> 00:11:57.279 them directly towards booking appointments. All 00:11:57.279 --> 00:12:00.039 right, now for the how -to. Our sources don't 00:12:00.039 --> 00:12:02.679 just talk theory. They actually lay out the technical 00:12:02.679 --> 00:12:05.679 bones, the architecture. They call it the assembly 00:12:05.679 --> 00:12:09.159 manual for your first Power Cube. I love it. 00:12:09.240 --> 00:12:10.980 And it's like they're assembling the Avengers 00:12:10.980 --> 00:12:13.279 of tech tools, each playing a specific part. 00:12:13.620 --> 00:12:16.299 Bolt .new is Iron Man handles the front end, 00:12:16.399 --> 00:12:18.580 letting you build web apps just by describing 00:12:18.580 --> 00:12:22.039 them in natural language. Super cool. NAN, that 00:12:22.039 --> 00:12:24.720 workflow automation tool, is Nick Fury, the master 00:12:24.720 --> 00:12:26.879 orchestrator, pulling the strings behind the 00:12:26.879 --> 00:12:28.440 scenes, managing all the back end automation, 00:12:28.600 --> 00:12:31.600 making sure all the systems communicate. Scoop 00:12:31.600 --> 00:12:33.940 .js is Captain America, you know, the strong, 00:12:33.940 --> 00:12:36.220 stable, reliable foundation. That's your database 00:12:36.220 --> 00:12:38.659 holding all the persistent data securely. And 00:12:38.659 --> 00:12:41.200 OpenAI, well, that's got to be Hulk, right? The 00:12:41.200 --> 00:12:44.580 raw brute force intelligence providing that incredible 00:12:44.580 --> 00:12:47.419 power for analysis, personalization, making sense 00:12:47.419 --> 00:12:49.299 of the inputs. That's a pretty awesome lineup. 00:12:49.500 --> 00:12:51.799 And the workflow they map out sounds really clean, 00:12:51.879 --> 00:12:54.519 actually. User signs up on the Bolt front end. 00:12:54.580 --> 00:12:57.799 That triggers a webhook over to N8n. N8n sends 00:12:57.799 --> 00:13:01.399 the info to OpenAI for the analysis part. OpenAI 00:13:01.399 --> 00:13:04.139 sends results back. N8n stores them in Supabase. 00:13:04.299 --> 00:13:06.860 Bolt pulls from Supabase to display the results 00:13:06.860 --> 00:13:09.639 to the user. And then N8n can trigger automated 00:13:09.639 --> 00:13:11.940 email follow -ups based on those results. It's 00:13:11.940 --> 00:13:14.460 a really neat, cohesive loop. It is cohesive. 00:13:14.720 --> 00:13:16.779 And the material breaks down the actual build 00:13:16.779 --> 00:13:19.679 process into clear phases, almost like assembling 00:13:19.679 --> 00:13:23.240 IKEA furniture, but way more powerful, step by 00:13:23.240 --> 00:13:25.860 step. Okay, phase one is the NERBA system. That's 00:13:25.860 --> 00:13:39.409 setting up the N8n. Then phase two, the body. 00:13:40.519 --> 00:13:42.960 Building the actual web application using Bolt. 00:13:43.080 --> 00:13:44.960 And this is where that super prompt idea comes 00:13:44.960 --> 00:13:46.759 in again, which sounds like a massive time saver. 00:13:46.820 --> 00:13:49.639 Instead of building UI elements one by one, you 00:13:49.639 --> 00:13:51.980 apparently give Bolt one big comprehensive prompt 00:13:51.980 --> 00:13:54.440 describing the whole app, its function, layout, 00:13:54.600 --> 00:13:57.679 goals, and the AI just builds a functional structure 00:13:57.679 --> 00:13:59.639 for you in minutes. That sounds pretty amazing. 00:13:59.820 --> 00:14:02.559 Yeah, total game changer for speed. Okay, phase 00:14:02.559 --> 00:14:06.799 three, the memory. Getting Supabase ready. Configuring 00:14:06.799 --> 00:14:08.659 the database, setting up the tables to store 00:14:08.659 --> 00:14:11.139 user assessments, handling user login and authentication, 00:14:11.419 --> 00:14:14.179 the data backbone, and phase four, the brains. 00:14:14.600 --> 00:14:17.799 This is defining the AI processing logic itself. 00:14:18.080 --> 00:14:20.379 And here's a crucial point I make. This isn't 00:14:20.379 --> 00:14:23.200 about building one giant, super complex AI agent 00:14:23.200 --> 00:14:25.059 that tries to do everything. Instead, it's about 00:14:25.059 --> 00:14:27.639 using multiple, simpler, specialized AI models. 00:14:27.860 --> 00:14:29.879 Maybe one focuses just on business analysis, 00:14:30.019 --> 00:14:31.860 another on financial implications, a third on 00:14:31.860 --> 00:14:33.860 strategic recommendations. Each has a narrow, 00:14:33.919 --> 00:14:36.899 specific job. Ah, okay. So it's like maybe 90 00:14:36.899 --> 00:14:39.759 % standardized structure and content, but then 00:14:39.759 --> 00:14:42.980 that crucial 10 % is personalized by these focused 00:14:42.980 --> 00:14:45.799 AI models. And that makes so much sense because 00:14:45.799 --> 00:14:48.460 honestly, I still wrestle with prompt drift myself 00:14:48.460 --> 00:14:50.279 sometimes, you know, where you give an AI the 00:14:50.279 --> 00:14:52.620 same prompt later and the results get kind of 00:14:52.620 --> 00:14:55.539 weird or less accurate. So breaking it down into 00:14:55.539 --> 00:14:58.539 these smaller specialized AI jobs sounds way 00:14:58.539 --> 00:15:00.919 more reliable, more predictable output. Exactly. 00:15:00.919 --> 00:15:03.139 It really maximizes the impact while ensuring 00:15:03.139 --> 00:15:06.190 scalable. consistent delivery, it makes the whole 00:15:06.190 --> 00:15:08.389 system far more robust and predictable over the 00:15:08.389 --> 00:15:11.710 long haul. Okay, so how exactly does using multiple 00:15:11.710 --> 00:15:15.350 focused AI models improve reliability compared 00:15:15.350 --> 00:15:18.710 to just one big complex AI agent? Each model 00:15:18.710 --> 00:15:21.529 has a simpler specific task, which reduces overall 00:15:21.529 --> 00:15:23.649 complexity and makes its output much more predictable 00:15:23.649 --> 00:15:26.309 and consistent. Okay, so once you've built that 00:15:26.309 --> 00:15:28.990 functional standard model, your first AI operating 00:15:28.990 --> 00:15:31.669 system, the sources then suggest ways to upgrade 00:15:31.669 --> 00:15:33.580 it. Think of it like adding premium features 00:15:33.580 --> 00:15:35.679 to a car, making it a high -performance machine 00:15:35.679 --> 00:15:37.740 that justifies a higher price point and delivers 00:15:37.740 --> 00:15:40.350 even more value. Right, like adding dynamic and 00:15:40.350 --> 00:15:43.490 interactive elements. Imagine the dashboard updating 00:15:43.490 --> 00:15:46.210 scores in real time as a user answers questions. 00:15:46.509 --> 00:15:49.289 Or maybe embedding personalized video messages 00:15:49.289 --> 00:15:51.769 directly into the dashboard, tailored based on 00:15:51.769 --> 00:15:53.710 their specific inputs. That's pretty slick, right? 00:15:53.789 --> 00:15:55.789 Really elevates the whole experience. Definitely. 00:15:55.990 --> 00:15:58.029 Then they talk about user experience optimization. 00:15:58.529 --> 00:16:01.529 Things like progressive disclosure, revealing 00:16:01.529 --> 00:16:04.009 information bit by bit, keeping the user engaged 00:16:04.009 --> 00:16:06.909 and curious, rather than overwhelming them up 00:16:06.909 --> 00:16:10.259 front. Maybe adding gamification elements, progress 00:16:10.259 --> 00:16:12.779 bars, achievement badges to encourage people 00:16:12.779 --> 00:16:15.080 to complete the assessment, and of course, mobile 00:16:15.080 --> 00:16:17.539 optimization. That's just table stakes these 00:16:17.539 --> 00:16:20.379 days. Absolutely non -negotiable. And finally, 00:16:20.460 --> 00:16:22.360 they suggest building in smart conversion mechanics, 00:16:22.720 --> 00:16:25.980 using subtle scarcity or urgency cues like countdown 00:16:25.980 --> 00:16:28.659 timers for special offers, or embedding powerful 00:16:28.659 --> 00:16:31.100 social proof like short video testimonials or 00:16:31.100 --> 00:16:33.320 success stories from similar clients right there 00:16:33.320 --> 00:16:35.519 within the dashboard experience itself. Little 00:16:35.519 --> 00:16:38.379 nudges to drive action. And all this leads to 00:16:38.379 --> 00:16:42.320 the big question, why this prints money? The 00:16:42.320 --> 00:16:44.860 analogy they use is powerful. It's not like being 00:16:44.860 --> 00:16:47.120 a house flipper, doing a quick project, selling 00:16:47.120 --> 00:16:49.360 it, moving on. It's like being a commercial real 00:16:49.360 --> 00:16:51.960 estate developer. You build a valuable asset 00:16:51.960 --> 00:16:55.340 once your AI operating system, and then you collect 00:16:55.340 --> 00:16:58.909 recurring rent from multiple. tenants, your clients. 00:16:59.129 --> 00:17:01.610 That's it, exactly. You deliver way higher value 00:17:01.610 --> 00:17:03.669 to each client. You get predictable recurring 00:17:03.669 --> 00:17:05.950 revenue, which is the holy grail for any business. 00:17:06.150 --> 00:17:09.029 And crucially, it's scalable delivery. You can 00:17:09.029 --> 00:17:11.029 onboard more clients without linearly increasing 00:17:11.029 --> 00:17:13.809 your own workload or costs. You position yourself 00:17:13.809 --> 00:17:16.890 as the premium, indispensable solution in your 00:17:16.890 --> 00:17:19.049 niche. And what about keeping those clients long 00:17:19.049 --> 00:17:21.670 -term? Retention. They introduced this idea of 00:17:21.670 --> 00:17:24.390 the sticky building. Your AI operations has become 00:17:24.390 --> 00:17:26.750 so deeply woven into the client's daily workflow, 00:17:26.970 --> 00:17:29.089 their processes, their data. It's like their 00:17:29.089 --> 00:17:31.069 virtual office building. They simply can't imagine 00:17:31.069 --> 00:17:33.579 operating without it. Yeah, the moving costs, 00:17:33.660 --> 00:17:36.480 the pain and expense of trying to switch to something 00:17:36.480 --> 00:17:39.019 else become incredibly high. They're locked in, 00:17:39.140 --> 00:17:42.000 but in a good way. Plus, you keep adding value. 00:17:42.099 --> 00:17:44.500 You keep upgrading the building, adding new features, 00:17:44.740 --> 00:17:47.299 improving performance, maybe leveraging network 00:17:47.299 --> 00:17:49.680 effects as more clients use it. It gets better 00:17:49.680 --> 00:17:51.759 and better over time. It creates this really 00:17:51.759 --> 00:17:54.819 powerful lock -in, yes. But it's a lock -in based 00:17:54.819 --> 00:17:57.599 on genuine, ever -increasing value, not just 00:17:57.599 --> 00:17:59.900 contractual obligation. So, boiling it down, 00:18:00.059 --> 00:18:03.380 when we talk actual... What's the single biggest 00:18:03.380 --> 00:18:05.680 difference in revenue generation between the 00:18:05.680 --> 00:18:09.000 old AI agent model and this AI operating system 00:18:09.000 --> 00:18:11.599 model? AI operating systems are built to generate 00:18:11.599 --> 00:18:13.940 predictable, recurring revenue for many clients 00:18:13.940 --> 00:18:16.460 over long periods, unlike the one -off payments 00:18:16.460 --> 00:18:19.920 from isolated agent projects. Sponsor. So let's 00:18:19.920 --> 00:18:21.220 pull this all together. What does this really 00:18:21.220 --> 00:18:23.920 mean for you listening right now? The big idea, 00:18:24.039 --> 00:18:26.779 I think, is a really profound shift, a fundamental 00:18:26.779 --> 00:18:28.960 change in how we should approach building AI 00:18:28.960 --> 00:18:31.799 solutions for businesses. Absolutely. The core 00:18:31.799 --> 00:18:34.720 message is loud and clear. Stop selling those 00:18:34.720 --> 00:18:37.599 one -off AI agents. They trap you on that exhausting 00:18:37.599 --> 00:18:40.339 freelancer's hamster wheel. They're getting commoditized 00:18:40.339 --> 00:18:42.640 fast, they provide only temporary value, and 00:18:42.640 --> 00:18:44.519 ultimately they solve the wrong problem, both 00:18:44.519 --> 00:18:46.799 for the client's long -term success and for your 00:18:46.799 --> 00:18:50.779 own business's sustainability. Instead... The 00:18:50.779 --> 00:18:52.619 path forward, according to this research, is 00:18:52.619 --> 00:18:55.720 to build AI operating systems. These integrated 00:18:55.720 --> 00:18:58.400 power cubes combining AI models, automation, 00:18:58.920 --> 00:19:01.839 databases, user interfaces, all meticulously 00:19:01.839 --> 00:19:04.559 designed to solve one huge recurring business 00:19:04.559 --> 00:19:07.819 problem for a very specific high value type of 00:19:07.819 --> 00:19:10.000 client. Right. And it requires that strategic 00:19:10.000 --> 00:19:12.279 thinking up front, targeting the right clients, 00:19:12.420 --> 00:19:14.700 rigorously validating the problem using techniques 00:19:14.700 --> 00:19:17.200 like Magic Wand, and then leveraging powerful, 00:19:17.420 --> 00:19:19.799 often no -code or low -code tools like Bolt, 00:19:19.940 --> 00:19:23.079 NAN, and Supabase to build efficiently. It's 00:19:23.079 --> 00:19:25.299 all geared towards creating massive, scalable 00:19:25.299 --> 00:19:27.640 value that really moves the needle for businesses. 00:19:28.019 --> 00:19:30.480 And that scalable value, as we've discussed, 00:19:30.759 --> 00:19:33.319 is what translates directly into predictable, 00:19:33.519 --> 00:19:36.180 recurring revenue for the builder. Often the 00:19:36.180 --> 00:19:38.900 target is $10 ,000 a month or more. And you build 00:19:38.900 --> 00:19:41.339 these sticky client relationships because your 00:19:41.339 --> 00:19:43.940 solution becomes truly indispensable to their 00:19:43.940 --> 00:19:46.700 daily operations. Yeah, but the sources are also 00:19:46.700 --> 00:19:48.940 really clear. This isn't some kind of get rich 00:19:48.940 --> 00:19:51.740 quick thing. It definitely isn't easy. It demands 00:19:51.740 --> 00:19:54.380 that you learn the tech, develop real business 00:19:54.380 --> 00:19:56.740 acumen, become obsessed with understanding your 00:19:56.740 --> 00:19:59.599 customers deepest pains and just stick with it. 00:19:59.839 --> 00:20:02.660 Persistence is key. True. But for those who are 00:20:02.660 --> 00:20:05.660 willing to, you know, pay that. price of admission, 00:20:05.940 --> 00:20:08.740 as they put it, the potential rewards are really 00:20:08.740 --> 00:20:10.779 substantial. It's not just about the recurring 00:20:10.779 --> 00:20:13.420 revenue or the scalable growth. It's about building 00:20:13.420 --> 00:20:15.839 deep, integrated partnerships with clients where 00:20:15.839 --> 00:20:18.339 you're delivering lasting, transformative impact. 00:20:18.680 --> 00:20:21.279 And the sources suggest, maybe optimistically, 00:20:21.359 --> 00:20:23.640 but maybe not, that your first $10 ,000 a month 00:20:23.640 --> 00:20:25.980 could be just one well -designed, well -executed 00:20:25.980 --> 00:20:28.460 system away. It really feels like a call to action. 00:20:28.680 --> 00:20:31.039 Time to stop just building little tools and start 00:20:31.039 --> 00:20:33.460 solving fundamental business problems at scale. 00:20:34.410 --> 00:20:37.130 operating system revolution, it seems, has begun. 00:20:37.349 --> 00:20:40.029 The only real question left is, will you be leading 00:20:40.029 --> 00:20:41.930 it or watching it happen from the sidelines? 00:20:42.089 --> 00:20:43.910 Thanks for joining us for this deep dive. Really 00:20:43.910 --> 00:20:46.369 fascinating stuff. Until next time, keep exploring. 00:20:46.650 --> 00:20:47.869 Out to your row, music.