Generation at volume
Proprietary prompt systems and model routing produce thousands of commercially usable assets per week — photography, flat illustration, icon sets and full vector collections.
Production pipeline online · Munich, Germany
Digital media, produced at industrial scale.
We generate, refine and license premium stock content — photography, vector graphics and illustration — and run the entire production chain on our own platform: creation, human quality review, metadata engineering and global distribution.
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Assets in production
photography · vectors · illustration
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Vector illustrations
traced, cleaned and print-ready
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Operating portals
partners · review · trace · teams · data
24/7
Automated pipeline
generation → QC → distribution
The platform
Not a studio. An operating system for content.
Every asset we license passes through software we built ourselves — from the first prompt to the payout of the partner who distributes it. Five portals, one continuous production line.
Human quality control
Nothing ships unreviewed. Trained reviewers grade every batch through our Image Review portal, with category gating, scoring and audit trails on each decision.
Metadata engineering
Titles, keyword strategies and marketplace-specific CSV structures are generated and verified automatically — the difference between an asset that sells and one that never surfaces.
Portal suite
Five portals. One production chain.
Partners, reviewers, tracing specialists, freelance teams and analysts each work in a dedicated, access-controlled environment. Select a portal to preview the interface.
Partner Portal
Where our B2B licensees manage their distribution accounts, submit payout evidence and track the revenue split — with multi-tenant separation between partner networks.
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Invitation only
Overview
Accounts
Payouts
Invoices
Documents
Active accounts284+12 this month
Cleared payouts€ 41.6k+8.4%
Pending review17
Partner accounts sample data
PP066 · Network Alpha€ 3,240Cleared
FF014 · Network Bravo€ 1,880In review
SS203 · Studio Partner€ 2,415Cleared
MM118 · Merch Licensee€ 940Awaiting doc
Payout volume last 12 months
Structured revenue splitEvery distributed asset maps to a licensee, a marketplace and a share — reconciled automatically.
Evidence-based payoutsPartners upload marketplace statements; the ledger links payout, invoice and period.
Scoped visibilityEach network sees only its own accounts. Admin roles are separated from partner roles.
Image Review Portal
The quality gate. Trained reviewers accept or reject every generated asset, flag defects and keep marketplace rejection rates low — with training modules and scoring built in.
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Reviewer accounts
Batch#2 418photography
Reviewed today1 264+18%
Accept rate91.4%
Current batch 34 of 48
✓
✓
✕
✓
✓
✕
✓
✓Rejected asset reviewer annotation
critical_error
“There is no hand visible inside the red box where the arm ends abruptly.”
Real reviewer annotation from our Image Review portal. Assets flagged this way are re-injected as hidden accuracy tests for other reviewers.Rejection reasons all flagged assets
Hands & anatomy36%
Light, colour & reflection10%
Structure & proportion8%
Text or logo residue7%
Merged / duplicate objects6%
Floating / physics errors3%
Hidden accuracy tests reviewer scoring
Active test flags284in rotation
Caught by reviewers83%of injections
Injection caught · rejected correctlypass
Injection missed · acceptedfail
Audit sample pulled12
Trained, tested reviewersMulti-language onboarding with a test gate — categories unlock only after a passing score.
Defect taxonomyStructured flags instead of free text, so recurring generation faults get fixed upstream.
Quality leaderboardReviewer accuracy is sampled and audited; consistent false accepts are caught automatically.
Human Trace Portal
Our vectorisation line. Raster illustration is converted into clean, editable vector art — stroke-to-path corrected, colour-flattened and exported print-ready for every marketplace.
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Production team
Traced today612+9%
Avg. paths / asset148
Set completion84%set 118
Trace workbench set 118 · 84 assets
Export queue
set_118 → EPSdone
set_119 → SVG64%
set_120 → queued—
QC sample pull12
Throughput 7 days
True vector outputNot an auto-trace dump — paths are cleaned, strokes converted and palettes flattened per set.
Format complianceMarketplace-specific EPS and AI headers, validated before a single file is uploaded.
Traceable batchesEvery vector maps back to its source, its tracer and its QC verdict.
Freelancer Portal
The workplace for our distributed teams. Task queues, multilingual training, transparent per-task earnings and a payout history — accessible from anywhere, on any device.
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Team members
My work
Training
Earnings
Leaderboard
Open tasks26
Completed1 843all time
This period€ 512+6.1%
Available folders assigned by category
human_trace2 · folder 214100 assets
pictures_1k · folder 08748 assets
ai_vectors_2 · folder 03160 assets
training · module 4locked
Weekly output
Onboarding that scalesMulti-language tutorials and a knowledge test before anyone touches production work.
Transparent payRates are visible per task type; the earnings badge updates as work is submitted.
Fair queueingFolder locks prevent double work and keep the queue moving across time zones.
Statistics Portal
The number layer. Marketplace downloads, revenue per account, payout timing and asset-level performance — consolidated across every platform we distribute to.
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Management & partners
Downloads (30d)38 402+11.2%
Revenue (30d)€ 27.9k+7.5%
Live assets412 k
Revenue trend rolling 12 months
By marketplace
Adobe Stock 46%
Shutterstock 28%
Pond5 16%
Other 10%
Top performing sets
1Nature & landscape7 204↑ 14%
2Business icons5 118↑ 9%
3Flat illustration4 690↔ 1%
4Abstract textures3 355↓ 3%
One consolidated viewEvery marketplace, every account, one currency, one reporting period.
Payout reconciliationStatements are matched to invoices automatically — duplicates and gaps are flagged.
Export-readyAccounting and tax exports come straight out of the same data the dashboards use.
Interface previews are illustrative reconstructions with sample data. Live portals are access-restricted and contain no publicly visible customer information.
Selected output
Work from our production line
A small sample of assets produced in-house — every one generated, reviewed, keyworded and licensed through the platform above.
From our vector icon libraryconsistent stroke system · SVG & EPS
How it runs
From prompt to payout in six controlled steps
01
GenerateModel routing and prompt systems produce raw batches around the clock.02
CurateAutomated filtering removes duplicates, defects and non-compliant subjects.03
Human reviewTrained reviewers grade every asset and flag defects by category.04
VectoriseIllustration is traced, cleaned and exported to SVG, EPS and AI.05
MetadataTitles, keywords and marketplace CSVs are generated and verified.06
DistributeAssets go live through partner accounts; revenue is split and paid out.
B2B licensing
A partnership model built for volume
We partner with external licensees who operate their own digital image licensing businesses. Through structured B2B agreements we supply the assets and the tooling — our partners manage platform distribution and keep a defined share of the revenue.
- Commercial rights to high-quality AI-generated content, cleared for resale.
- Distribution permissions for the major marketplaces — Adobe Stock, Shutterstock, Pond5.
- Print-on-demand and merchandise licensing models alongside classic stock.
- Automated revenue split with structured, evidence-based payout management.
€ 41.6kpartner payouts cleared
284active distribution accounts
The company
Small team. Serious infrastructure.
AI Stock UG is a German limited company based in Munich. We build the software, run the production pipeline and manage the partner network ourselves — which is why we can move from an idea to a licensed, live asset in days rather than months.
Own platform
Every portal on this page is software we wrote, host and operate ourselves.
Distributed teams
Reviewers and tracing specialists across several countries and four languages.
Compliance first
No real persons, brands, landmarks or protected marks in generated content.
Built to scale
The same pipeline handles a 50-asset test set and a 30,000-asset release.
Get in touch
Talk to us about licensing
Tell us which categories and volumes you need — we will come back to you with a concrete proposal.
Send us a message
Licensing enquiries, partnership requests or press — we usually reply within two business days.
Impressum
Angaben gemäß § 5 DDG
- Company
- AI Stock UG (haftungsbeschränkt)
- Managing director
- Valentin Klein
- Address
- Drächslstraße 3
81541 München
Deutschland - kontakt@aistockug.de
- Contact
- Via the form on this page or by email
- Business activity
- Creation, licensing and distribution of digital media content and B2B software services.
This website is owned and operated by AI Stock UG (haftungsbeschränkt). Content shown here is for informational purposes regarding our production capability and B2B licensing models. Verantwortlich für den Inhalt nach § 18 Abs. 2 MStV: Valentin Klein, Anschrift wie oben.
Portal access
Existing partners, reviewers and team members sign in through the portal suite. Access is granted by invitation only.
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