7 Roles AI Can Supercharge (And You Should, Too)

▶️ Watch the full video on YouTube: https://youtube.com/@georgehelgesen

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In this episode of my micro-podcast, I break down 7 roles where AI lets you grow output without growing headcount — pulled from real automations I've built with B2B founders.

Pulling from 8+ years working shoulder-to-shoulder with software founders, here's where AI takes the first pass so your small team can take the money pass:

1. Sales Rep — an AI voice bot calls warm leads minutes after they submit a form, before a human rep even sees the notification. The human takes over the second the lead is engaged
2. Web Designer — ship the MVP or landing page while your team's offline. AI does ~90%, a designer with taste refines the rest. Speed wins deals
3. QA Engineer — as dev speeds up, testing matters more. Point AI at the branch, check it against the specs, run it in the browser, and hunt for what's broken
4. Copywriter — feed it everything you've written, set the voice and audience, and it drafts blog content that actually sounds like you — not generic AI mush
5. Data Researcher — turn a name and a corporate email into real research on the company and the person, then pipe it straight into the first call or email
6. SMM Manager — one person runs the whole content pipeline at today's speed: clips, voice, video, lipsync, and graphics
7. Software Engineer — the one role you DO hire. Engineers don't write code by hand anymore. Your harness — not the model — decides how productive they are

If you own, fund, or lead a software product with a small team that struggles to deliver, this episode shows you how to move faster and win more business without growing your monthly burn.

👉 Want to talk through how to scale your software company? Email ogo@procoders.tech or connect with me on LinkedIn.

Transcript

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If you plan to hire more people to scale your business, you've gotta watch this video first. I'll tell you how AI can boost your team across seven different roles so you can scale your business without hiring. My name is George, I've been in software development business for over eight years and I've worked closely with dozens of founders over that time. Here's how they scale without increasing headcount. They're all integrating AI into their sales, delivery, marketing, and operations. And today I'm gonna tell you what they do to scale fast with the team they already have. And I promise, by the end of this video, you'll know how to multiply performance across seven roles in your team with AI. Before we dive in, please give me a small favor and subscribe to this channel. I'd really appreciate that kind of support. Alright, let's get started. The first role I want to talk about is your sales rep. And let me say this up front, we're not replacing people with AI, but there are specific actions that AI should be handling today. Calling worm leads is one of them. Here's why. Leads don't fill out forms strictly during business hours. And even when they do, your rep, the one sitting on the phone, might be on another call, grabbing lunch, or just be distracted. So who calls that lead back? That's the real question. And most companies don't have a good answer. Here's what we do at my company. We use 11 labs, and that voice is so good that it sounds like a real person. But that wasn't even the clever part. We set the bot to call back 5 minutes after the form was submitted. Why 5 minutes? So think about it. If someone just filled out a form from a Facebook ad, there is a good chance they're still holding their phone, right? Are they going to pick up right then? Good chance they will. And honestly, they did. Many of them. The moment we saw someone was actually on the line, actually interested, a real person jumped in and took over the call. That's the handoff. We never tried to replace that part with AI. Only the fastest, most time consuming part got automated. We can also A-B test the voices and see which one actually converts better. And every call gets logs straight to your CRM. That's exactly what we did. The whole thing runs on one stack. NA10 for automation, 11 laps for the calls, and HopSpot to see and listen to the call recordings. I recommend it to any of you. Second one, your web designer. Or at least the version of your web designer that builds an MVP app or a landing page. Every one of you needs to understand this right now. Speed matters more than ever. With modern tools, delivery speed has gone up in a way that it's honestly hard to believe. But you still need to produce things. A concept, a web page, a mock-up of a new feature for a client you're trying to close, right? Now picture this. Somebody asks you for that at 7 pm when your whole team has already gone home. What do you do? This happens to me all the time. A client writes at 8 p.m. telling me what he wants, and we have a meeting at noon the next day. And I know that my team just physically cannot process all those requirements, understand them, and turn them around by then. Here's how I solve it. Cloud Design is exactly the tool for this. You can build the design systems in it. You can create templates. You can even connect it to your GitHub repository. It's an incredibly powerful thing, and I think even designers should be using it. It helps you build concepts faster, design sites faster. In a situation like that, cloud design can do 90% of the work, and then your designer, the one who actually has a good taste in design, looks at it and refines it. And I'm absolutely convinced that designers will end up using this tool, because if you multiply good taste by knowing how to use this thing, you get the speed and high quality at a completely reasonable price. And I think that's the future. So for instance, take me. I'm a bad designer. And even when I can see that the design is bad, I don't know how to fix it and how to make it look good. But my designer, the one who has the taste, he uses cloud design and it makes him far more productive. So if you haven't tried cloud design yet, go try it today. They're shipping new features constantly. Third role, your QA engineer. And this is specifically for software founders. In software, testing matters way more than people think. And here's the most interesting part. Development has gotten dramatically faster, but testing hasn't really changed. But here's the gap. The testers who know how to use AI tools are running circles around the ones that still do it old school. Here's how it works. Your QA engineers connect to the repository, let's say on GitHub, usually to the dev or staging branch. And then they ask Cloud Design about what was actually built. They check whether all of it matches the product specs. Then they have Cloud Code run through it in the browser, find what breaks, catch the errors, and flag anything that's missing from the spec. Could a developer do this? Sure. But QA engineers think differently. They're wired to look at what's wrong, not at what's working. And that's why this tool belongs to their hands. The Cloud Code desktop app comes with its own browser, or you can point it at your Chrome by just giving it access. Now, I'm not telling you to hand testing over to AI completely. We'll get there eventually, but right now, a real human still need to go through the product after the AI has done its path. But overall, that's what takes your software product quality to the completely next level. First for all, you're a copywriter. If you run a business, and I don't just mean software, I mean any business. You probably have a blog. You're right about what's happening in your space, right? And I know how hard it is to hire a copywriter for that. Because the person has to actually understand your topic. They have to nail a tone of voice that fits your audience, they have to know who's reading these articles, and they need a real grasp of the industry you work in. If you're hiring freelancers, finding someone who checks all four boxes is genuinely difficult. I know this firsthand because I worked as a copywriter when I just got into tech. Jumping from one topic to another is hard and the quality is nowhere near consistent. So if you have a copywriter on your team, they should be using cloud to produce content. But not just type in prompts and hoping for the best. You need to set it up properly. Build a cloud project specifically for copywriting. Upload every article that you've already published on your blog. Then write instructions that spell out the ton of voice with real examples, describe who's reading this, what problems that audience has, and what problems your product actually solves. Do that and you barely need a copywriter at all. Here's what I actually do. I talk to Claude in voice mode for about half an hour on my morning walk to the gym. And then I say, using everything in this project and the tone of voice, write me an article in our style for my blog. That's it. One more thing worth adding to that setup. Here's a skill called avoid AI writing. It strips out the patterns that make text sound machine generated. It's a great tool. I leave the link to it in the description. Fifth role, the data researcher. I know a lot of companies that still have this role. Someone whose job is collecting data. And even with all of those tools out there like LinkedIn Sales Navigator, Clay, dozens of public databases, I still see companies where it's either a dedicated role or work that somebody has to do by hand. And this eats an enormous amount of time and effort. But here's why it matters. When a new lead lands on your site and fills out a form, you get a name and the corporate email. That's a huge advantage. Because from that, you can find actual events happening in that company and in that person's professional life. And that means that you walk into the first call or the first email already prepared. If you're running 11 labs, you can feed that research straight into the call. So instead of a dry script, the agent opens with something like, We saw you raised 5 million recently and you're expanding into a new market. We'd like to book a call and show how we can help you move into that market faster and grow your revenue. And there's a second path. If the research shows that it's a serious opportunity, your strongest SDR gets a message on their phone telling them to call this person immediately, with a link to the CRM record and all the research attached. That's exactly the automation we built at my company. So now it's not 11 labs bot calling your prospect. It's a real person opening the conversation, already knowing the context and what's been happening in their business. If you want the research skill that I use, I leave the link in the description. It's completely free and it runs with Cloud. Role number six, social media marketing manager. Alright, so this role doesn't disappear. They just stop doing the slow part. Here's the stack that I'm using. Opus Clip cuts long form into clips with captions. 11 Labs handles the voice for AI avatars, and Clink does the video generation. CDance handles slip sync, nanobanana or GPT image does the graphics. But here's the actual trick, and nobody talks about it. When I see a banner design that I like, I don't just copy it. I ask Claude to reverse engineer it, break down the structure, the layout, the hierarchy, and it writes me a detailed prompt for it. Then I swap my own colors, my own phones, logo, and generate something that's actually proven but completely mine. You steal the skeleton, but you never steal the skin. Now, I'm not saying that as a founder you should be doing this yourself. Maybe in rare cases, when you just need to hand your team a concept or an example of what you have in mind. But your social media manager should master every one of those tools. Because that's how you produce content faster and cheaper. Speed is everything right now, and you already know that you have to test a lot of content to find what really works. And these tools are what makes that possible. So marry the workflow, not the tools. The tools are evolving fast. Try them, see what fits you. What matters is that your content pipeline runs at today's speed. Rule number seven, software engineer. And this one is different. This is about the engineers you actually want to hire today. In modern software, engineers don't write code by hand anymore, but there are very different levels of how well they can use AI to write it. It doesn't matter whether they run something locally or if they're on Cloud Code or Codex. One common setup is orchestration. One model, let's say Fable, acts as an orchestrator, while Opus and Codex build out different features. They talk to each other, make decisions, develop and test the functionality of the product. So today you have developers who prompt and prey and those who actually know how to orchestrate models and hit incredible speed with solid quality on their deliverables. And when I say speed, I'm not talking about 2x or 3x. I'm talking about 5x and in some cases 10x. That's what a harness is, and that's what every software engineer needs to know how to build right now. So when you're hiring a developer today, the question isn't whether they use AI. The question is how they use a harness and how their workflow is set up. So here we are in 2026 and we still need people. And honestly, I'm really glad about that because I like working with people and I like working on the team. But as a business owner, here's what I want you to take away. People need new tools, and those tools are more accessible right now than they've ever been. That's why I put together a framework with the best tools for every role we just went through. The link is in the description. If you're running a business, I know you're doing the heavy lifting. The biggest deals and the biggest accounts most likely land because of your effort. So you shouldn't be using these tools to do everything yourself, but your team needs to learn them. So you stay ahead of the companies that just are figuring out how to use ChatGPT. That's how you move faster, win more business with the same team, and don't grow your monthly burn. I'll add all the links in the description and I'd appreciate it if you hit like on this video or subscribe to the channel. One more thing, I also run a podcast with product leaders and founders. If that's interesting to you, check it out on the channel. And if you'd like to join as a guest, message me and we'll figure something out. Thanks for watching, and I'll see you in the next one.