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Product · Organize
Your studio's entire AI output, automatically organized.
Numonic reads the content of every file the moment it lands, sorting it into searchable collections and preserving the full process behind it. Every asset stays findable, understood, and reproducible.
AI creates fast. You forget faster.
A generation takes seconds; the memory of how it was made disappears just as quickly. The perfect result you can never quite recreate. The hero shot a client referenced from a project six months ago, lost in someone's folders. A workflow nobody can explain when legal asks how something was made. Numonic doesn't ask anyone to change their workflow. It understands and organizes the files themselves as they arrive.
Captured on arrival
What Numonic reads in every file.
ComfyUI
Workflow graphs lifted from PNG chunks and MP4 atoms.
workflow.jsonnodesseedsamplerMidjourney
Every prompt, seed, and version your team runs.
prompt--seed--v 6--arAudio & voice
The exact take behind every clip.
voice_modeltonepacingbpmEmbedded metadata
The standards already written into the file.
EXIFXMPIPTCModels & LoRAs
Every weight that touched the result.
checkpointloravaeclipCustom tags
The vocabulary your artists add by hand.
tag:herotag:approved+ your ownReproducible by default
Organized doesn't mean tidy. It means reproducible.
Every asset keeps the complete process that made it: prompt, seed, sampler, model hashes, and the full workflow graph. Find any result and recreate it: same seed, same sampler, same output. Or compare two versions and see precisely what changed.
Auto-tagging
Tagging that learns the terms your studio uses.
Numonic suggests tags from what it can see in the asset and the metadata captured alongside it: subject, style, colour, mood, and format. Accept them, override them, or add your own. The library learns the vocabulary your team actually uses, so search works the way your studio talks.
AI Librarian
Ask your library anything.
The AI Librarian finds assets, summarises a collection, suggests tags, or traces how an image evolved, in plain language. It classifies each question by intent and routes it to the model best suited to answer it, and its answers point at real assets in your library.
Sessions
Your work, grouped by when you made it.
Numonic groups assets into sessions by generation time, using the timestamps already captured in your metadata. Ask the AI curator to reflect on a session and it summarises what you explored and how your approach shifted. A visual journal of how an idea evolved, without anyone filing it.
Libraries that build themselves
Every model, prompt, and collection, organized on arrival.
Model & LoRA library14 models
Every checkpoint, LoRA, and VAE detected from your workflows, base model inferred, usage tracked across artists.
dreamshaper_8
checkpointbase SDXL↑ 142add_detail_xl
lorabase –↑ 88juggernaut_xl
checkpointbase SDXL↑ 64Prompt gallery & optimizer1,204 prompts
Thumbnails and parameter chips for every prompt your studio runs. The AI Prompt Optimizer suggests improvements.
Project collections14 collections
Organize by client, campaign, or project. Nested folders become nested collections; bulk-tag, move, or export.
Curated training data36 refs
Group reference images and LoRA training sets with full lineage. The inputs stay as findable as the outputs.
Get started
Stop managing folders. Start finding and reproducing work.
Numonic reads every file and organizes it the moment it arrives.
Start freeNo credit card to begin