Fabryka turns product photos and your own words into ready-to-post listings — styled photos, honest descriptions, files for every marketplace. It never invents a claim, and nothing ships without your approval.
The whole machine, playing a real run
This is Halyna’s recorded run — 24 photos, 12 products, every step the machine really took. It plays by itself; jump anywhere.
















“I make Christmas ornaments by hand in my home workshop — carved and painted wood, felt and crochet pieces. Everything is linden wood or wool felt, painted with acrylics and sealed…”
Every number on this page comes from a logged production run — marked verified — or is labeled an estimate. We don’t do invented metrics.
Built from blocks
Every piece below is a block we run today or build on request — assembled around your catalog, your channels, your rules. You own the result. Only shipped capability wears the amber lamp.





Don’t see your piece? It’s a conversation, not a catalog limit.
Built to your needs
The same line runs on three configurations. Scale and price follow the configuration — a rented one-size tool has no dials at all.
runs today — the numbers on this page
Scale and price follow the configuration. You hold the dials.
Every product ever processed — colored by its first gate verdict
EXAMPLE — RECORDED REAL RUNThis ran whole catalogs. Yours runs the same way, at your volume. ≈$0.03 image compute · $0.00 copy per listing verified
Brands report replacing a ~$30,000 photo shoot per collection with pipelines like this — market research, their number, not ours.
Ours we log: ≈$0.03 image compute per listing, $0.00 copy — verified.
The three proofs
Not scores. Guarantees — and they double as your protection against a listing that says something false.
The facts gate
Small-batchsoycandle,hand-pouredinreusableglass.Awarmfragrancefordarkevenings.
Only facts you provided can appear in your listings — anything else is blocked for review.
See a run’s full verdict sheet →Pixel truth


AI decorates around your product. It never repaints your product. 51/51 byte-identical verified
The human gate
Nothing ships without your approval. Rejections stay visible, with reasons — that is the honesty story, not a blemish on it.
Your corrections make it smarter. Every fix you make becomes a rule it follows for your catalog — this becomes your system.
Example catalogs
Fictional makers, real machinery: every result shown anywhere on this page is a recorded run of the real line on these catalogs.

Halyna — hand-painted ornaments
EXAMPLE — RECORDED REAL RUN12 products recorded end to end; 10 of 18 passed the gate first try on her full catalog.
Browse the results →
Marta — small-batch candles
EXAMPLE — RECORDED REAL RUNSparse facts passed 2 of 15 — until her own words licensed them. Then 13 of 15, gate untouched.
Browse the results →
Kovalenko — workshop ceramics
EXAMPLE — RECORDED REAL RUNMore than half held back on the first pass. That is the check working, in the open.
Browse the results →1
You write us: what you sell, where.
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You get an invite + a test budget we fund. Run your own photos through the real machine.
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We build your version — your channels, your rules, your hardware if you want it. You own it.
No checkout exists here. Trying it costs you nothing; we fund the test budget.