TL;DR: Free. Fast. For your whole catalog. Send four product photos and Cylindo produces four studio-quality silo shots in your chosen material, anchored to a 3D asset, with no content creation fee for eligible low-configurability products on a 12-month subscription, delivered within 72 hours. Full catalog coverage is achievable for the first time.
The upfront cost barrier to full catalog coverage is gone. Traditional content creation fees run 30-40% of annual subscription cost, forcing brands into a best-sellers-first approach. For eligible products, AI Master Assets remove that fee entirely, no 3D team, no photoshoot, no physical samples.
Four photos. 72 hours. Studio-quality silo output anchored to a 3D asset. Not a folder of standalone images, assets are ingested into the Cylindo data model and available in Quickshot 2D, Curator, and the Content API immediately. Quickshot 3D and AR support arrive in the next release.
AI Master Assets are not a replacement for 3D Master Assets on hero SKUs. They are the speed and scale option for the long tail, the catalog coverage that would never have justified traditional production, covered at last.
Ask most furniture brands why large parts of their catalog have no decent product imagery, and the answer is rarely indifference. It is logistics and cost. Getting a product through a 3D Master Asset production cycle, or through a studio photoshoot, takes time and money per product. Hero SKUs get the investment. The long tail gets supplier snapshots, warehouse shots, or nothing at all.
The content creation fee sitting on top of the platform subscription has historically been the structural barrier. At 30-40% of annual subscription cost, that fee forces a choice: prioritize best sellers and leave the rest of the catalog visually incomplete, or delay the rollout entirely. Most brands choose best sellers first. Most of the catalog never catches up.
The commercial consequences compound. Products without studio-quality imagery convert at lower rates, fail marketplace image quality standards, and are invisible to AI shopping agents that evaluate brands against structured visual metadata. The Six Trends Report 2026 identifies the pace of this problem accelerating, shorter product cycles now require visual content in days rather than weeks. A best-sellers-first approach cannot keep pace with a catalog that is constantly adding new products and variants.
AI Master Assets are built to change the calculation entirely.
AI Master Assets are a new asset creation pipeline in Cylindo. Upload four reference photos of a product, front, back, and both sides, and the Cylindo team produces a 3D asset behind the scenes, which is then used to generate four studio-quality silo shots in the material of your choosing.
For eligible low-configurability products, single structural geometry, up to 25 material options, no patterned materials, there is no content creation fee with a 12-month subscription commitment. Assets are delivered within 72 hours of receiving validated input imagery.
No 3D team. No photoshoot. No physical samples. Just photos you already have.
The resulting assets are not a folder of standalone files. They are ingested into the Cylindo data model, auto-labeled, and live immediately in Quickshot 2D, Curator, and the Content API. A phone photo taken on the factory floor on Monday can be working across product pages, campaigns, and channels by the end of the week.
Step 1, Send four photos. Single, clean, well-lit, high-resolution shots: front, back, and both sides. Backgrounds are removed automatically on submission. Cylindo provides photography guidelines upfront, the requirement is a well-lit phone photo, not a studio setup.
Step 2, AI builds the 3D asset. The model locks camera angles so every shot stays frame-to-frame consistent across the catalog. This is what separates AI Master Assets from general-purpose AI image tools that produce standalone pictures with no consistent geometry behind them.
Step 3, Four silo shots in 72 hours. Delivered as a 4K 2x2 grid, in your chosen material, covering up to 25 material options per product in one submission. Multiple generation runs are supported; you select the preferred result.
Step 4, Ready in Cylindo. Assets are ingested into the Cylindo data model, auto-labeled (easy to override), and available in Quickshot 2D, Curator, and the Content API immediately. Quickshot 3D and AR support arrive in the next release.
See AI Master Assets in action with the Cylindo team.
Watch the full workflow live, from four reference photos to platform-ready studio imagery, and ask the Cylindo team directly about eligibility for your catalog.
Register for the Product TourAI Master Assets are built for furniture brands and manufacturers with large catalogs and limited or no existing 3D coverage. Two segments benefit most:
SMB and mid-market brands that have stalled on Cylindo adoption because of upfront content creation costs. The traditional one-time content creation fee runs 30-40% of annual subscription cost. The free offer removes that barrier for eligible products, meaning the conversation about platform adoption no longer has to start with a significant upfront investment before a single asset is live.
Existing Cylindo customers who scoped down their initial rollout to a best-sellers subset. AI Master Assets closes the coverage gap on the long tail without another round of production spend. The products that were descoped for cost reasons now have a clear path to full platform coverage.
The pipeline also fits brands that want full catalog coverage from day one, and brands with products that cannot practically be photographed in every configuration.
Setting the right expectation matters. Eligibility is qualified before the free offer applies, so brands get the outcome the offer promises.
Best-fit categories: Upholstered furniture (sofas and chairs), long-fur items, simple symmetrical shapes, and scene fillers or studio props. These are the categories where the quality bar has been validated.
Not suitable for: Patterned materials (cannot be replicated at correct scale and rotation), glassware or transparent materials, fine surface details like nailheads or specific metalness values, complex multi-part configurations, or production-grade hero items where every detail must match a physical sample. Products with more than 25 material options per product exceed the current pipeline cap. Each structural variant, a sofa with and without a chaise, for example, needs to be submitted as a separate product.
For hero SKUs and highly complex configurable products, Cylindo's production-grade 3D Master Assets remain the standard. AI Master Assets answer a different question: how does the rest of the catalog get there?
Why the 3D model behind every AI Master Asset matters, and how structured product data powers every downstream visual from one verified source.
Get the EbookThe distinction that separates AI Master Assets from general-purpose AI image generation is the 3D model sitting behind every output. General-purpose tools produce standalone images with no consistent geometry, no structured product data, and no connection to a downstream platform. Each image is a one-time output with no source of truth behind it.
AI Master Assets are different by design. Because every image set is anchored to a 3D model, the output is frame-to-frame consistent across the catalog, re-generatable without starting from scratch, and immediately extensible as the platform adds Quickshot 3D and AR support in the next release. The same asset that produced the silo shot will power AR placement once that capability ships, without a separate production step.
This also connects AI Master Assets to the broader AI discoverability argument. The Cylindo Structured Data ebook makes the principle explicit: AI alone generates images, but structured data generates images consumers actually trust. The 3D model behind every AI Master Asset is what makes the output structured, consistent, and platform-native rather than a folder of probabilistic images managed outside any system.
For furniture brands thinking about AI search visibility, this matters doubly. The US Retailers Report 2026 identifies fit uncertainty as one of the most persistent barriers to furniture e-commerce conversion, and AI agents can only resolve that uncertainty when structured product data exists to evaluate. AI Master Assets bring the long tail of a catalog into the structured data layer for the first time, making those products evaluable by AI agents alongside the hero range.
The next release moves generation inside the Cylindo CMS. Customers will select a Media product, choose source images, run generation directly from the platform, and manage runs and approvals in one place. Quickshot 3D and AR support for AI-generated assets ships in the same release.
Full self-service is planned for the release after that, informed by four parallel research tracks: more frames at higher resolution, configurability across colors and structural variants, 360-degree video creation with consistent image quality across frames, and auto-generated V-Ray-compatible materials for Studio use.
See how AI Master Assets work for your catalog, and what full platform coverage looks like from first imagery through to omnichannel distribution.
Book a DemoSingle-configuration products with simple, symmetrical shapes. Best fits are upholstered furniture (sofas and chairs), long-fur items, and scene fillers or studio props. Not suitable for glassware, fine surface details like nailheads or buttons, patterned materials, or complex multi-part configurations. Eligibility is qualified before the free offer applies.
Products with a single structural geometry, up to 25 material options per product, and no patterned materials. Multi-material products, solid fabrics, wood finishes, and color variants, are supported up to the 25-option cap. Patterned fabrics and products requiring multiple structural configurations are the primary disqualifiers. The free offer applies with a 12-month Cylindo subscription commitment.
3D Master Assets are deterministic CGI: fully tweakable, available in every material combination, at up to 4K quality, powering every Cylindo tool including AR, the configurator, and Studio. AI Master Assets are the faster, lower-cost option for the catalog long tail, not a replacement for 3D Master Assets on hero products, but the answer to how the rest of the catalog gets there.
In this release: Quickshot 2D, Curator, and the Content API. Quickshot 3D, AR, and Dimension Shots support are planned for the next release. Studio integration is a longer-term roadmap item.
Yes, for eligible low-configurability products with a 12-month subscription commitment. The current content creation fee runs 30-40% of annual subscription cost, so removing it is a material commercial change for brands that have previously scoped down their rollout to best sellers only.
Delivery within 72 hours begins once all required input imagery has been received and validated by the Cylindo team.