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13 contributions to Data Alchemy
What I’m Noticing With AI Communities Lately (And What Actually Helps Operators)
One thing I’ve been noticing in AI communities lately is a growing gap between learning AI and using AI in a way that actually translates to revenue. A lot of spaces are great for theory, prompts, or experimentation — but for people already selling services (or preparing to), that usually isn’t the bottleneck. For operators, the real friction tends to be things like: - Turning AI into something clients will actually pay for - Packaging automations or agents as sellable offers - Knowing who each system is for and how to position it - Speed — not rebuilding the same workflows from scratch every time I’ve personally found that having access to ready-to-sell AI infrastructure changes the game far more than another tutorial or course. Especially for agency owners, consultants, or freelancers who want AI to be an upsell or leverage layer — not a science project. I recently bookmarked a vault that’s focused entirely on that operator use case: licensed automations, voice agents, and systems designed to be sold to businesses, not just learned about. Sharing here in case it’s useful for others who are already client-facing and thinking along similar lines. Link for anyone who wants to explore it:https://whop.com/aritiv/aritiv-ai-vault/ Curious to hear how others here are bridging the gap between “AI knowledge” and “AI offers” in their own businesses.
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I’m Hiring a Video Editor
I’m looking for a video editor to edit short-form videos focused on AI content. Experience with reels/shorts and clean, engaging edits preferred. Please DM me with examples of your work.
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New tool
Guys must watch this video and also like and follow. https://www.instagram.com/reel/DSZVFaSDD1A/
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New automation I build
Watch the video here: https://www.instagram.com/reel/DRzDBWDjGIX/
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Tried Building a Content Repurposing Automation
Lately I’ve been exploring ways to save time creating content, and I ended up building a little automation that takes one blog post and spins it into LinkedIn posts, tweets, IG captions, and even short-form scripts. The cool part is it also schedules everything automatically, so it feels like content is just “running in the background.” I recorded a breakdown of how I put it together here in case anyone wants to see the process. Not trying to promote anything — just thought this might be interesting for those of you experimenting with AI + automation. Curious if anyone here is building something similar?
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Talha Hanif
3
42points to level up
@talha-hanif-1816
I sell AI automations and if you want to know more just DM me

Active 19h ago
Joined Aug 24, 2025
Turkey
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