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Product
AI asset management, end to end.
Capture every generation in ComfyUI and Midjourney. Organize automatically. Search by anything. Govern, deliver, and reproduce on demand. One platform for the way creative studios actually use AI.
Capture
Every prompt, parameter, and workflow. Captured automatically.
Numonic extracts metadata from AI-generated files the moment they land. ComfyUI workflow graphs from PNG chunks. Midjourney prompts and seeds. EXIF, XMP, and IPTC across images and audio, plus technical metadata for video. Zero manual tagging. Zero workflow changes for your artists.
Watching~/Studio/ComfyUI/output4 captured
portrait_7341.png
workflow + seed recovered
just nowComfyUI
concept_board_12.png
prompt + version recovered
2s agoMidjourney
env_matte_03.png
workflow + 6 LoRAs
5s agoComfyUI
hero_key_v4.mp4
metadata attached
11s agoFolder sync
Organize
Organized by content, not by folder name.
Numonic understands what each file is. Models, LoRAs, prompts, sampler settings, subject, style. Import structure and automation rules file assets into searchable collections, and an AI Librarian plus pipelines with 29 stage types handle the repetitive curation. Your folder structure is no longer the index. Your studio's actual work is.
Search
Search any asset by anything.
Search your studio's entire output by prompt text, model, seed, sampler, or visual and semantic search. Lineage graphs trace iterations back to their parents. Copy any workflow and open it in ComfyUI Cloud.
portrait, gold lightmodel:anyhas:workflow
self-care, forest light, golden hour
midjourney · v6
robot, dark landscape
comfyui · sdxl
cartoon boy, mid-jump
midjourney · v5
PortfolioClientArchiveCustom
Stripped
–prompts
–seeds + sampler
–model + LoRA names
–workflow JSON
Injected
AI system indicatorIPTC 2025.1
Digital source typetrainedAlgorithmicMedia
Custody chain eventstudio → client
C2PA content credentialsigned · ed25519
Deliver
Ship work with provenance built in.
Privacy-aware export strips sensitive workflow details before delivery. IPTC 2025.1 injection adds the provenance metadata clients, regulators, and insurers expect, with signed C2PA content credentials on the roadmap. Review states and audit-ready trails for commercial work.
The platform
More than a metadata layer.
Capture, organize, search, and deliver are the spine. Around them, Numonic adds the automation and curation a working studio leans on.
AI LibrarianAn AI agent that curates on request: tag, describe, group, and answer questions about your library. Every action it takes is credit-metered and recorded in the same lineage as human edits.See the AI Librarian
PipelinesAutomate the repetitive work. Compose 29 stage types, from filter and transform to tag, collect, and export, and run them on demand or on a schedule.See Pipelines
Prompts & model libraryKeep prompts, models, and LoRAs in a searchable library, linked to the assets they produced, so a winning setup is never lost in a folder.Browse the library
Agent ready
One surface for people and agents.
Numonic is API and MCP-first. Human artists and AI agents use the same surface, captured under the same lineage, governed by the same policies. Work stays isolated by tenant and access-controlled per studio, with the full security posture documented in our trust center. As your studio adds agent workflows, your asset management already speaks their language.
Get started
One platform for the way studios use AI.
Start free. Move to the Studio tier when your team needs shared capture.
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