Why I'm Obsessed with These Two AI Systems That Actually Do Your Work for You
By Jon Cheney | Published:
# Why I'm Obsessed with These Two AI Systems That Actually Do Your Work for You Last week, I watched an AI system book three client meetings, update my CRM, and draft follow-up emails while I was grabbing coffee. Not "helped me" or "assisted with"—it literally did the work. This isn't another article about AI potential or future possibilities. This is about two systems I've been testing that are already changing how I run my consulting business: **[Manus](https://manus.im/invitation/RN48WIPSKVNP8EE)** and **[Runner H](https://www.hcompany.ai/runner-h)**. After fifteen years of building companies and helping others optimize their operations, I can tell you this feels different. We're not talking about chatbots or simple automation anymore—these are AI systems that can actually think through problems and execute complex workflows without constant hand-holding. ## The Coffee Shop Revelation Picture this: You're at your desk, juggling three different browser tabs to complete what should be a simple task—updating customer information across your CRM, project management tool, and billing system. You copy, paste, switch tabs, copy, paste, switch tabs. Twenty minutes later, you're done with something that should take two minutes. Sound familiar? That frustration led me down a rabbit hole exploring what's being called "agentic AI"—systems that don't just follow scripts but can actually observe, think, and act autonomously. The breakthrough moment came when I realized these weren't just incremental improvements over existing tools. They represent a fundamental shift in how we can approach work itself. ## Manus: The AI That Sees What You See [Manus](https://manus.im/invitation/RN48WIPSKVNP8EE) does something I initially thought was impossible—it can actually see and navigate any interface just like a human would, but faster and without getting distracted by that notification popup or remembering you need to check Slack. **Here's what blew my mind:** I showed Manus how to extract prospect information from LinkedIn and add it to my Airtable database once. Just once. Now it handles this entire workflow automatically, including the annoying parts like formatting phone numbers correctly and checking for duplicates. ### Real Examples That Save Actual Time **Client Onboarding Magic** Instead of spending 30 minutes manually entering new client data across five different systems, I now just point Manus to the signed contract. It extracts everything—contact details, project scope, billing information—and populates my CRM, creates the project in Monday.com, sets up the client folder in Dropbox, and even generates the initial invoice template. What used to be my least favorite Friday afternoon task now happens while I'm in meetings. **The Email-to-Everything Pipeline** Remember those emails with attachments that need to go to three different places? Manus watches my inbox and automatically routes purchase orders to QuickBooks, saves design files to the right project folders, and updates project status based on client feedback emails. It's like having a really competent assistant who never takes vacation. **Data Entry That Doesn't Suck** I had a client with 2,000 vendor records stuck in PDFs that needed to get into their database. Manus processed the entire batch overnight, handling all the weird formatting inconsistencies and edge cases that would have driven a human crazy. What would have been weeks of tedious work happened while we slept. The key insight here is that Manus doesn't just automate—it adapts. When websites change their layout or new fields get added to forms, it figures it out instead of breaking like traditional automation scripts. ## Runner H: The AI Project Manager You Always Wanted If Manus is like having a super-efficient assistant, [Runner H](https://www.hcompany.ai/runner-h) is like having a project manager who actually understands what you're trying to accomplish and can coordinate everything behind the scenes. **The "Orchestration" Game-Changer** What I love about Runner H is how it thinks about entire processes, not just individual tasks. Tell it "I need to launch this product feature," and it doesn't just create a task list—it actually manages the dependencies, coordinates between team members, and adjusts timelines when things inevitably change. ### When Everything Just Works **The Product Launch That Managed Itself** Last month, we were launching a new service offering with about 20 moving pieces—website updates, email campaigns, social content, client notifications, internal training materials. Instead of me playing air traffic controller for three weeks, Runner H orchestrated the whole thing. When the designer was running late on assets, it automatically adjusted the timeline and notified everyone affected. When a client asked for early access, it coordinated the exception process across three departments. **Vendor Management Without the Headaches** We work with about 15 different contractors and vendors. Runner H now handles the entire payment approval workflow—collecting invoices, routing them to the right people for approval, tracking payments, and following up on overdue items. What used to require constant nagging and spreadsheet maintenance now just happens. **The Customer Success System That Actually Succeeds** Customer onboarding used to be a constant fire drill. Runner H now monitors where each new client is in the process, automatically escalates when someone gets stuck, and proactively schedules check-ins based on engagement patterns. Our client satisfaction scores went up 30% because nothing falls through the cracks anymore. The magic is in how Runner H handles exceptions. When something goes wrong (and something always goes wrong), it doesn't just alert you—it suggests solutions and can often implement fixes autonomously. ## Why This Feels Like a Turning Point I've been in tech long enough to see plenty of "revolutionary" tools that turned out to be evolutionary at best. But there's something different happening here. **The Compound Effect** Individual automations save minutes. But when you have AI systems handling entire workflows and coordinating with each other, you start getting hours back. Last week, I realized I hadn't manually updated a spreadsheet in over a month. That's not because I stopped using spreadsheets—it's because the AI systems are keeping them current automatically. **The Creativity Dividend** Here's the unexpected benefit: when you're not spending mental energy on routine tasks, you have more bandwidth for the work that actually matters. I'm spending more time on strategy, relationship building, and creative problem-solving. My clients are getting better outcomes because I'm operating from a place of energy rather than exhaustion. **The Competitive Reality** While I was initially excited about these tools for personal productivity, I quickly realized the competitive implications. Companies that embrace this level of automation are going to operate at a fundamentally different speed than those that don't. We're not talking about marginal improvements—we're talking about order-of-magnitude differences in operational efficiency. ## The Learning Curve That Isn't One thing that surprised me about both systems is how quickly you can get value. I expected a steep learning curve, but both Manus and Runner H are designed to learn from demonstration rather than requiring complex configuration. **Start Small, Think Big** I always recommend starting with one annoying task that you do frequently. Show the AI how you want it done, let it handle that workflow for a week, then gradually expand. Don't try to automate everything at once—that's a recipe for frustration. **The "Good Enough" Principle** Perfect automation that takes weeks to set up isn't as valuable as good enough automation that works tomorrow. Both systems are designed to be iterative. You can refine and improve workflows over time without starting from scratch. ## What This Means for Your Business Whether you're running a consultancy, managing a team, or scaling a startup, the implications are significant. **For Solo Entrepreneurs** These tools are like having a team without the overhead. You can handle more clients, deliver more consistent results, and actually take vacation without everything falling apart. **For Small Teams** Instead of hiring more people to handle growth, you can amplify your existing team's capabilities. Your best people can focus on high-value work while AI handles the operational grunt work. **For Scaling Companies** The quality control benefits are huge. Instead of processes degrading as you grow, AI systems can maintain consistency and catch errors that would slip through with purely human processes. ## The Bottom Line I'm not saying AI will replace human workers—that's missing the point. What I'm seeing is AI making human workers exponentially more effective at the work that actually requires human insight, creativity, and relationship skills. The question isn't whether AI will change how we work. It's whether you'll be among the early adopters who gain a competitive advantage, or if you'll be playing catch-up in a year when this becomes table stakes. I've been testing [Manus](https://manus.im/invitation/RN48WIPSKVNP8EE) and [Runner H](https://www.hcompany.ai/runner-h) for months now, and I can't imagine going back to the old way of doing things. The time savings are measurable, but the reduction in mental overhead is the real game-changer. If you're ready to see what your business could look like when AI handles the routine work, start with one of these systems and one annoying task. You might find, like I did, that the future of work is already here—it's just not evenly distributed yet. --- *What's your biggest time-wasting task that you wish someone else could handle? I'd love to hear about the workflows that are eating up your time—there's probably an AI solution for it.*