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The Problem: AI Creates Fast & You Forget Faster
AI tools generate images in seconds. But every asset comes with prompts, seeds, model versions, and workflow graphs that get lost across folders, Discord servers, and hard drives.
Without organization, you're stuck:
- ×Recreating work you've already done
- ×Searching folders for "that one image" you made last month
- ×Explaining to clients exactly how something was created
- ×Failing compliance audits because you can't prove provenance
Numonic solves the "after creation" problem that traditional DAMs weren't built for.
How Numonic Works
Get organized in minutes. Upload your assets, and Numonic handles the rest.
Step 1
Upload Your Assets
Download your images and videos from ComfyUI or Midjourney. Folder Watcher can also monitor your local output folders and upload new assets automatically—right from your browser.
Step 2
Metadata Captured Automatically
Every asset uploads with complete metadata preserved: prompts, negative prompts, seeds, samplers, CFG scales, model hashes, and full workflow graphs.
Step 3
Search by Meaning, Not Just Keywords
Find assets using natural language. Search "foggy forest with purple lighting" and find matches even if your prompt said something different.
Step 4
Share Without Exposing Your Process
Export with privacy-aware metadata stripping. Share work with clients without revealing proprietary workflows or prompts. IPTC 2025.1 compliant.
What Makes Numonic Different
Built Specifically for AI-Generated Content
Not retrofitted from traditional DAM—designed from day one for prompts, parameters, and provenance.
Never Lose a Reproducible Workflow
Every ComfyUI workflow, Midjourney prompt, and generation parameter is captured automatically. Find the settings behind any image and reproduce it exactly—same seed, same sampler, same result.
See How Any Asset Was Created
Visualize parent-to-child relationships across variations, upscales, and iterations. Understand the complete lineage from first prompt to final output.
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Inspect Every Detail at Full Resolution
Zoom to 800% to check AI artifacts, compare variations side by side with synced pan and zoom, and review metadata without leaving the viewer. Loupe, marquee zoom, and presentation mode included.
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Track Every Model Automatically
Know which LoRA, checkpoint, or VAE produced each result. Numonic auto-detects models from ComfyUI workflows and builds a browsable library with usage tracking and base model inference.
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Relive Your Creative Sessions
Assets are automatically grouped by the time they were generated. AI reflections summarise what you explored during each session, turning your library into a visual journal of creative decisions.
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Manage and Optimise Your Prompts
Every prompt is collected in a searchable gallery with thumbnails and parameter chips. The AI Prompt Optimizer suggests improvements using parameter sweep, semantic expansion, and negative prompt strategies.
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An AI Assistant for Your Library
Ask the AI Librarian to find assets, summarise collections, suggest tags, or explain workflows. Multi-model routing picks the best AI for each query, with full lineage transparency.
Automate Asset Processing
Build pipelines visually or as text. 29 stage types, 8 templates, cron scheduling, and event triggers let you automate tagging, exports, metadata cleanup, and more.
Search Across Your Entire Library
Semantic search understands what you're looking for, not just exact keyword matches. Find assets by visual similarity, prompt concepts, or technical parameters—all from one search bar.
Stay Compliant Without Extra Work
EU AI Act and C2PA content credentials built in. Maintain audit trails automatically. Prove provenance when clients, regulators, or legal teams ask.
Collaborate Without Chaos
Share collections with your team. Comment on assets. Manage permissions. Built for creative teams and client workflows, not just solo creators.
The Glass Box Principle
Every Asset Is a Reproducible Process
Traditional DAMs treat files as opaque blobs. Numonic treats every asset as the output of a reproducible process—with full visibility into how it was created.
- Complete prompt and parameter preservation
- Workflow graph visualization and export
- Exact reproduction from stored metadata
- Version comparison with diff highlighting
asset_metadata.json
{
"prompt": "ethereal forest, volumetric fog",
"negative_prompt": "blurry, low quality",
"seed": 42,
"sampler": "euler_ancestral",
"steps": 30,
"cfg_scale": 7.5,
"model": {
"name": "SDXL 1.0",
"hash": "31e35c80fc..."
},
"workflow": {
"nodes": 12,
"connections": 15,
"graph": "base64://..."
}
}Works With Your Tools
Connect the AI generation platforms you already use