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24 contributions to AI Automation Society
Every business we audit has the same problem. And it has nothing to do with AI.
AI is usually the easy part. Your data is the reason nothing works. Data sitting in a CRM nobody fully updates. Invoices in one tool,Ā notes in another, customer history in someone's inbox. Ask the AI to do something useful with that and you'll get garbage back. Not because the AI is bad. Because you fed it chaos. The actual work, the part nobody talks about, is the pipelineĀ underneath. Capture the data cleanly. Assemble it from everyĀ source it lives in. Transform it into something consistent. Then, and only then, can you analyze it or pass it to an AI agentĀ that actually does something useful. That's an ETL pipeline. Extract, Transform, Load. It's not a new concept. Data engineers have been building themĀ for decades. AI just made everyone suddenly care. The LLM call at the end? That's 30 seconds of work. The 3 months before it? That's where the real work lives. Most "AI implementations" skip all of this. They connect LLMĀ to a form and call it an agent. Then wonder why it hallucinates,Ā gives inconsistent answers, or just breaks after two weeks. The AI isn't broken. The foundation is. Fix the data layer first. The AI part is genuinely the easy part.
Every business owner I talk to is overwhelmed by AI
You're not overwhelmed by too many options. You haven't made a decision yet. Had this conversation yesterday with a client. He had CSM workflows eating his team's time. Reports, docs, all manual. He'd been thinking about it for weeks. We hadn't built anything yet. Not because he dragged his feet. Because he was stuck in the evaluation loop: What tool handles this? Do I use Hermes or OpenClaw? Maybe Claude Cowork? What about the AI that does the other thing? I told him: stop thinking about the tool. Think about whether the workflow works. Because here's what actually matters: having a workflow in place, even if it's slightly imperfect. Make it exist first, you can always make it better later. I've built enough of these to know the tool is almost never the bottleneck. Pick the workflow that's costing you the most time right now. Not the most interesting one. The most painful one. Then build something that removes you from it. Imperfect, rough, good enough. Then move to the next one. That's it. That's the whole strategy.
Every business owner I talk to is overwhelmed by AI
0 likes • 16d
@Harvey Rogers yes we build all kinds of agents across different industries, dmed you, let's discuss more in detail
You're hiring people for jobs that should be workflows.
Alex Hormozi just explained why that's killing you. His new video on winning with AI in 2026 breaks down something most founders still refuse to accept. The way you're staffing your business is wrong. Old model: > "I need a project manager" > "I need someone to handle client onboarding" > "I need an ops coordinator" New model: > What does that role actually DO every day? > Which of those tasks repeat? > Which of those tasks can run without a human? That shift sounds simple. It's not. Most founders have never actually sat down and broken a job description into its component tasks. They just hire a person and hope the job gets done. Hormozi calls the new era BYOA. Bring Your Own Agents. One person, leveraged with the right AI stack, operating like a full department. And yeah, I know what you're thinking: "My business is different. My ops are too complex for that." That's exactly what every founder says before we get inside their business and find the same thing every time. We built this for a quantity surveyor running a global consultancy. 80% of daily ops automated. Firm now handles 5x the volume. No new hires. The pattern is always identical. Work that exists out of habit, not necessity. Hormozi nailed the what. The implementation is where most founders get stuck. The question isn't whether you believe AI matters. You do. The question is whether you've actually done anything about it yet. If the answer is no, what are you waiting for?
You're hiring people for jobs that should be workflows.
Looking for Software Engineer
Im looking for an experienced software engineer that is able to setup securely OpenClaw and configure it the right way (memory, context, md file optimisation), for business operations. Can join the team or work on commission base. The projects are high-ticket with big opportunity for growth.
0 likes • 17d
Hey Niko here from systemsdept.com. We setup 10+ openclaws last month. DMed you
Just started my YT channel
Hey everyone! Just started my YT channel where I'll be talking about AI/Tech space. Want to make more niche content instead of general news content that everybody posts. Just published one of the first videos about how you could 2x your business without a single new hire. Check it out šŸ‘€
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@nikoloz-naskidashvili-9378
Founder @ Systems Dept. / AI Transformation Partner / Implementing AI and Systems for Growing Businesses

Active 36m ago
Joined Dec 29, 2025
systemsdept.com
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