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12 contributions to AI Automation Society
Junior AI/dev opportunity: worth it for experience or am I undervaluing myself?
Hey everyone, I’d love to get some honest advice from people who have gone through the early-stage AI/dev freelance journey. For context: I’ve been learning AI automation and code for several months, with the last 4 months being much more serious and project-focused. I still consider myself junior in the professional tech market, but I’ve been building real things: backend, APIs, database, dashboard, deployment, documentation, etc. A potential international client has offered me a collaboration framework for a technical project. I can’t share client details or confidential information, but the structure is roughly: - small monthly retainer; - one-time recognition payment for an existing functional demo; - fixed milestone payment for moving the demo into a more production-ready system; - progression path if delivery is accepted and stable; - scope protection clause for larger objectives. The project itself is not about AI agents directly, but it is a real technical system involving API data, backend, database, dashboard, monitoring and production stability. For me, the main value is experience, portfolio, credibility and a bridge into more AI/dev work in the future. My question is: For someone still junior but serious about transitioning into AI automation / coding work, would you treat this kind of opportunity as worth taking, even if the money is not very high at the beginning? I currently have a stable full-time job outside tech, so I’m not relying on this income. My concern is more about making sure I don’t undervalue myself too much or get trapped in unlimited scope or thousands of hours working, while still taking advantage of a real opportunity to learn, deliver and build credibility. What would you look out for before accepting? Especially interested in advice around: - limiting weekly hours; - defining acceptance criteria; - protecting against scope creep; - IP / code ownership; - whether this kind of real client project is worth more than the short-term money; - when to renegotiate.
1 like • 1d
@Jason Elam Thanks! This is really helpful. I think “controlled pilot, not open-ended apprenticeship” is exactly the right framing. At the beginning, I was very motivated and probably moved too fast, putting in a lot of hours to prove myself and build trust. Now that the client has sent a more formal framework, the better approach is not to demand compensation that matches the pace I was voluntarily working at, but to align my pace with the framework. So: clear scope, limited weekly hours, bi-weekly technical slices, and no unlimited extra work. For me, the real value right now is experience, trust, and turning this into a strong professional case study. But if expectations grow beyond the agreed framework, then that becomes the right moment to renegotiate. Really appreciate your perspective :)
0 likes • 1d
@Martin Toussaint Thanks! That’s a really good point. I hadn’t fully framed it that way, but it makes a lot of sense: if the financial compensation is not very high at this early stage, then I should make sure there is value in other forms too: experience, credibility, a real client reference, and possibly an anonymized portfolio case study. I’ll definitely clarify with the client whether I can mention the collaboration as a professional reference, while keeping all confidential data and sensitive details protected. Really appreciate that perspective.
🏆 Weekly Wins Recap | June 13 – June 19
From first client agreements and first automations to AI-powered business systems and community-led breakthroughs, another strong week inside AIS+ proved that progress comes from doing. 🚀 Standout Wins of the Week inside AIS+ 👉 @Kacper Rutkiewicz crossed both 1,000 YouTube subscribers and $15K in automation revenue, sharing the journey from learning to building a real business. 👉 @Mario Chasco turned a client demo into a formal agreement, proving that consistent learning and showing up eventually creates opportunities. 👉 @Chase Coughlin shipped a complete Vendor Management System for his family farm, connecting multiple tools into a real-world automation solving an actual business problem. 👉 @Esther Adelodun , an auditor by profession, built her first working workflow and reminded everyone that technical backgrounds aren't required to start building. 👉 Michael Williamson completed his first automation just three days into the program, then immediately improved it with error notifications and monitoring. ⸻ 🎥 Super Win Spotlight | @Valli Challa Valli joined AIS+ as a first-time founder looking to better understand AI, automation, and how to build alongside other entrepreneurs. Since joining, she has: - Launched with beta users for her product - Built valuable relationships and partnerships through the community - Leveraged startup resources, credits, and training to accelerate growth - Gained confidence navigating the founder journey Her biggest takeaway? You don't have to figure everything out alone. Sometimes the most valuable resource isn't another tool, it's being surrounded by people solving similar problems and moving in the same direction. 🎥 Watch Valli's story 👇 ✨ Every successful founder starts somewhere. Inside AI Automation Society Plus, members are learning faster, building real solutions, and helping each other move forward every single week.
🏆 Weekly Wins Recap | June 13 – June 19
3 likes • 12d
@Drew Mathew thanksss
2 likes • 12d
@Drew Mathew I’ll do it! That’s the next step :) I’ll let you know once is done!
🚀New Video: Building Realistic Voice Agents Has Never Been Easier
Voice agents used to mean clicking through ElevenLabs dashboards and wiring up API endpoints by hand. In this one I built a working voice agent for a website that captures leads and books discovery calls through cal.com, all by describing it in plain English to Claude Code. You'll see the full build, the bugs I hit along the way, and how I debugged them without ever touching the docs.
5 likes • May 4
@Nate Herk thank youuuu this is very useful for me at this moment!! :)
Would you build a voice AI agent for this restaurant use case in 2026?
Hey everyone, I’d love to get your opinion on a real use case I’ve just been asked about. A friend of mine works in a restaurant and one of the biggest pain points is the amount of phone calls they receive. From Thursday to Sunday he can deal with them while he’s physically there working, but from Monday to Wednesday he still keeps getting calls, so in practice he never fully disconnects from the business. A big part of those calls are repetitive questions about the restaurant: opening hours, menu, prices, when they serve lunch or dinner, how bookings work, etc. Another big part is even more repetitive: people make a reservation online, receive the confirmation email, and then still call the restaurant just to double-check that the booking is confirmed. So I’m thinking this could be a strong real-world use case for a conversational voice agent as a first layer. The idea would be for the agent to handle FAQs, explain the basics of the restaurant, help with reservation confirmation, and only escalate when needed. I know there are already videos and resources in the community around voice AI, but I still wanted to post this because the AI space is moving so fast and every month new tools and better ways of building seem to appear. I thought it would be valuable to ask based on the current landscape and hear how more experienced builders here would approach it today. My main question is: does this sound like a good first real business case for a voice AI agent, or would you make the first version even simpler at the beginning? I’d also love to hear how you would scope version 1. Would you start only with FAQs and reservation confirmation, or would you include booking logic from day one? Would really appreciate any thoughts or suggestions.
1 like • Apr 15
@Muskan Sharma Yes, that’s exactly why it feels like a real pain point for him. On his days off, a lot of the calls are still very repetitive. Most of them are people asking basic things like whether the restaurant offers a fixed menu or not, and in this case it doesn’t, because it’s an à la carte restaurant. So they keep getting the same question again and again. Another very common case is when customers make the reservation online through the restaurant’s website, but then still call to check whether it has gone through. In reality, it always gets registered in their system, then one of the workers reviews it manually on their platform and confirms or rejects it, and after that the customer receives the email automatically. So the idea for version 1 would be to cover exactly that kind of situation without even needing access to the reservation database yet. If someone calls after booking online, the agent would simply explain that the reservation has been received and that a worker will review it and send the confirmation or rejection message shortly. So version 1 would really just cover the basic restaurant information and those very repetitive booking-related calls. If that works well, then it could be expanded later.
1 like • Apr 15
@Faaz Khan 💪
Welcome! Introduce yourself + share a career goal you have 🎉
Let's get to know each other! Comment below sharing where you are in the world, a career goal you have, and something you like to do for fun. 😊
1 like • Apr 9
@Frank van Bokhorst Thankssss
1 like • Apr 9
@Frank van Bokhorst
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Mario Chasco
4
69points to level up
@mario-chasco-4907
Secondary teacher and passionate about AI and automation / Mechanical Engineering / Sports / Music (accordion) / Choiceless Awareness

Active 3h ago
Joined Aug 5, 2025
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