“ai use cases” — answered here“ai product ideas” — answered here“ai workflows in construction” — answered here“restaurant pain points” — answered here“ai in hospitality” — answered here“what should i build with ai” — answered here“ai in health and wellness” — answered here“m&a ai use cases” — answered here“ai use cases” — answered here“ai product ideas” — answered here“ai workflows in construction” — answered here“restaurant pain points” — answered here“ai in hospitality” — answered here“what should i build with ai” — answered here“ai in health and wellness” — answered here“m&a ai use cases” — answered here
ARTIFICIALREALITY
Work with Galina
← Creative

Human-Curated AI Remix, Delivered One a Day

Unlimited AI generations are useless to a working marketer — attention is the bottleneck. The ask is a human-picked remix of a great ad delivered once a day by email, no login, building a personal swipe board in the background.

Described on the record by a senior operator who runs this workflow every day.

Persona
Marketers and creators who want daily inspiration without another dashboard, sold by a solo operator who curates the output himself.
Pain point
Fully automated generation produced volume nobody could absorb, and login-based subscription products lose people; the constraint is human attention and curation, not model output.
First customer
Neville Medhora (SwipeFile & Kopywriting Kourse) — they named the pain in their own workflow, so they are the likely first customer.
Tools mentioned
ChatGPT, Gemini
Industry
Creative
Also raised in
—

Named workflow

Shown because the operator described this sequence step by step.

  1. 01Run an AI model over a library of ads to produce remixes.
  2. 02A human picks the small number of generations that are actually good.
  3. 03Email one remix per weekday to the subscriber.
  4. 04The year's picks accumulate into that subscriber's own swipe board.

Evidence log

"My little human brain... can't take in 100 ads. It doesn't have the RAM, right?"
Neville Medhora · Founder, SwipeFile & Kopywriting Kourse · AI Should Have Killed His Career. He's Making $1M/Year Instead.
"We tried to make AI go full bore and just run the whole thing and it kind of sucked... So there needs to be some human picking of what images to remix."
Neville Medhora · Founder, SwipeFile & Kopywriting Kourse · AI Should Have Killed His Career. He's Making $1M/Year Instead.
"Let me send myself an email every day with one of these. And I see one, just one idea."
Neville Medhora · Founder, SwipeFile & Kopywriting Kourse · AI Should Have Killed His Career. He's Making $1M/Year Instead.

Short spec

A no-login email product: curated source ads, AI remixes, a human editorial pass, one send per weekday, and an automatically accumulating personal swipe board the subscriber can browse later.

FAQ

Media + GTM partnership

Building one of these? Let's get it in front of the operator who asked for it and their vertical.

I'm Galina Fendikevich. I host the Artificial Reality podcast and work with a small number of teams on distribution, positioning, and warm introductions to the operators I interview. Tell me which opportunity you're solving.

Start a conversation

What that looks like

  • Sponsor a season or episode where your buyer explains the problem in their words and your solution is presented as the answer to their prayers
  • Warm intros to guests whose workflow you actually solve
  • Positioning & vertical targeting across 5 separate channels, built from actual industry operators not category jargon

Product manager · scoped to this opportunity

AR Product Manager

I have 3 sourced passages on "Human-Curated AI Remix, Delivered One a Day" from 1 operator. Ask me for scope, user stories, failure modes, or a full PRD — I answer from the transcripts first, and label anything that isn't sourced.

3 sourced · 1 AR analysis

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