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10 contributions to AI Automation Society
Automation failure reasons
Automation Doesn’t Fail Because of Tools It Fails Because of These Things Most broken automations weren’t built wrong technically. They were built wrong conceptually. Here’s what actually matters. 1. Ownership must be clear Every automation needs an owner. Not ā€œthe systemā€. Not ā€œthe toolā€. A real person who is responsible when it: misfires sends the wrong message misses a lead If no one owns the automation, no one improves it. 2. Timing is more important than speed Fast automation is useless if it’s badly timed. Following up too early feels pushy. Following up too late feels careless. Good automation respects: business hours response gaps user behavior Timing creates trust. Speed does not. 3. Exceptions are the real workload Automation handles the average case easily. The value is in handling: incomplete data unexpected replies edge cases If your system breaks on exceptions, you haven’t automated — you’ve postponed work. 4. Feedback loops are essential Automation without feedback never improves. Your system should learn from: replies failures manual corrections Even simple feedback (tags, notes, outcomes) can dramatically improve future decisions. :--> Questions:+ 1. More points to add ? 2. More points to improve? 3. Which point is mostly happens?
1 like • 7h
So true.
This is an actual Agent, not an automation disguissed as Agent.
I built an AI assistant that actually knows everything happening in your work life. Your emails, your documents, your messages all in one place, and you just... talk to it. Unlike your regular ChatGPT, it actually does things. Imagine waking up and asking "hey, what's my day today?" and it pulls up every important email, summarizes your documents, tells you what needs your attention and what needs to be done. No switching between 10 apps. No searching through Gmail. No "where was that doc again?" just ask and it knows with a "REAL TIME UPDATE". Yes, a real time update, suppose a new Email comes, someone sent a new message, new document was created, it knows first without you telling it or you even knowing it. Here's what it can do right now: šŸ“§ It reads and searches through ALL your emails and tells you what's going on. You ask "Did John email me about the contract?" — it finds it instantly. šŸ“„ It creates and updates Google Docs on command. "Create a report on this year's sales and add key business insights" — done in seconds. šŸ“¬ It sends emails for you. "Send Sarah a summary of the Q4 financial report" — it finds the doc, summarizes it, sends the email. One request. 🧠 It actually REMEMBERS context. It's not like ChatGPT where you paste everything manually every time. This thing is connected to your real data your entire workspace. It knows what's actually happening in your work. And the best part? I can customize this for literally any app you use. Gmail, Google Docs, Slack, Teams, Notion, Discord, whatever. If it has an API, I can connect it and the AI can use it. Sounds sci-fi, but I call it my personal Jarvis. This isn't a one-size-fits-all tool. I build it around YOUR workflow, YOUR apps, YOUR way of working/thinking. This completely replaced my current AI setup. No joke this replaced my chatGPT. No more copy-pasting documents. No more manually giving it context every single conversation. This AI lives inside your work ecosystem and knows what's going on in real time. Where you control it from a clean user friendly chat interface.
This is an actual Agent, not an automation disguissed as Agent.
0 likes • 1d
@Hicham Char Yeah, we can control the hallucianations from better prompt and guardrails, clear instructions and hallucinations have an inverse relation. About the email part, we can train under 100s of previous user emails, or even have the AI verify with the human before sending.
0 likes • 23h
@Anthony Cohen Great!! Lets connect
Looking for a business partner!!
I am looking for someone who even if does not know all things about AI agents and automation but can find how AI agents and automation can work in a business from a bigger lens. Is there someone who can analyze the person's pain point or his business pain point in a very very deeper way and find out how agents can be helpful for them, mainly an AI consultant? šŸ¤”
Big Opportunity AI Automators sleep on. Don't miss this out!
After coming to this business, I realized one thing. "PEOPLE DO NOT CARE ABOUT YOU OR YOUR PRODUCT", all they care about is what transformation you bring to them and how easy you make their life, they want convenience, a much more simplified way of interacting with your complex AI Agents. And there is a big opportunity in this. What most of the automators miss is creating a simple AI dashboard from where they can easily track what the agents have done, how much revenue it has generate, how much tasks it has done etc. Thats the convenience that they want. They will feel premier and feel super easy to use. And you know one thing? If previously your agent was worth, say 1000 dollars, you can sell that same agent for 1500 dollars. And it is not hard to integrate also, make a DB in google sheet which logs what the agent does by n8n. And make a frontend app with Lovable AI and just connect the google sheet, its that freaking simple. So when you are in the next call with your client, make sure to offer them the premium side of your business offering this premium solution. HAPPY AUTOMATING BROSKIES!!
šŸ”„ 15 Sales Calls in 20 Days: my brain is MELTING (in the best way) šŸ”„
Running my AI automation agency has been a really WILD ride. In the last 3 weeks, I’ve talked to founders from 5+ countries: every call a new business model, new challenges, new perspective. Here’s the thing they don’t tell you: as an entrepreneur, you’re not just one role. You’re the builder, the marketer, the salesman…everything and all at once. Keeping it all in sync? Not easy. Some days I feel like I’m juggling chainsaws on a unicycle. But the speed of learning is insane. I’ve grown more in the last month than in the last year tbh. If you’re grinding, keep going, it really does compound. Every call, every pitch, every ā€œnoā€ is a stepping stone. This is the game. šŸ’¬ Who else here is juggling 3+ roles right now? How are you staying sane?
2 likes • Aug '25
Hey @Ilya Emeliyanov, saw you are making great progress man. Just to take some weights off your plates, how about we automate your sales process also. Yeah you might be thinking "aughh another AI automator, I already do that". But here me out. I have made an AI agent that can cold call 100+ leads from google sheet in a single day, pitch them your product and qualify them. If the call was not picked also, no worries, it can automatically send them a follow up email but here is the interesting part, it can also do a follow up call after "X" days, if the client didn't pick up. You might be thinking "ohh ok, nothing new, you also have made what others have made" but no bud. I figured out the traditional way of approaching this project (using Twilio + WisperAPI + LLM + TTS API) doesnot work, no matter how their voice sounds they dont have emotion according to the context and dont feel natural. So i have made an innovative way of tackeling this problem by using Elevenlabs conversational agent in the workflow, while our main backend logic will be in n8n. Below I have sent a demo of this in action for you to check out, and a diagram of how the workflow looks. https://drive.google.com/file/d/1FlYjyoAkta1CXBjqhEa_8kzYxq7Li0-P/view?usp=drive_link I am willing to work with you. HAPPY AUTOMATING!!
2 likes • Aug '25
@Nishchith Manjunatha so in the prompt right now, i have given it some common objection handeling techniques, and some script example, and full info of my business on how to act and all. And most importantly I have set the temperature to maximum making it super creative. So I have not had any situation where the AI will wonder or anything like that when faced with real objections.
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@ariv-lamichhane-2175
Hey there! I'm an AI developer who thinks human tasks are lame and AI agents can do it way better.

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