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It’s been an amazing journey evolving from automating isolated tasks to building the end-to-end systems that run a complete business.
Back when I was only optimizing specific parts of a workflow, I used to constantly wonder how the broader, profit-making engine actually looked. Moving into designing those complete operational ecosystems has changed everything.
The next phase of this journey? > I’m diving deep into B2B Go-To-Market (GTM) strategy, taking these robust backend systems and aligning them directly with market acquisition and scale.
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Shaik AhmedZaza AI UG
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
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First post here. I’m an AI automation engineer, mostly Make.com and the Claude API.
The project I’ve spent the last year on: a content pipeline for a travel publisher that takes one topic line and returns a finished, SEO-ready article, logged to Airtable and pushed to the site. Biggest lessons were about production, not prompts. Strict structured outputs took parsing failures to zero. Consolidating two AI vendors into one cut token cost 75%. Automated length, link and duplicate checks removed a full editing pass per article.
Happy to talk shop with anyone building similar things.
What to automate first, depending on your business:
🏠 Real estate agents: an instant reply to every new lead
🎯 Coaches: a keyword DM that starts the conversation, plus a booking page with reminders
🔧 Local businesses: review requests and a missed-call text-back
📋 Everyone: one pipeline where every lead lives
Start with one. Get it working. Then add the next.
Which one are you starting with? 👇
