3D Virtual Photography for Ecommerce: Software, Workflow, and Costs

A MIT study found that the human brain can process an image in as little as 13 milliseconds, which is exactly why product images carry so much weight in an ecommerce purchase decision. 3D virtual photography replaces a traditional product photoshoot with a single 3D model that can generate unlimited images, angles, and lifestyle scenes on demand. Below is how the technology actually differs from AI-generated photography, what source assets it needs, how the production workflow runs, what it costs, and a comparison of 7 providers building this for ecommerce.

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Traditional product photography is expensive precisely because so many separate costs stack on top of each other: shipping and handling for physical products, studio and location rental, specialized lighting equipment, photographer and stylist fees, props for lifestyle shots, and post-production editing. Research also shows that roughly 22 percent of online shoppers return items because the product looked different in person than it did in photos, which means the cost problem and the accuracy problem are really the same problem, and 3D virtual photography is built to address both at once.

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For a brand with a large or frequently changing catalog specifically, this combination matters more than it might first appear. A single new colorway, a seasonal refresh, or a fast-growing SKU count under a traditional photography model each triggers a new shoot, with its own studio booking, its own props, and its own editing pass. Under a 3D model, the same underlying asset absorbs all of that variation, and the marginal cost of a new render approaches zero once the model itself exists.

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7 Best 3D virtual photography software SDK providers

1. GlamAR (Best for multi-purpose 3D model)
2. KiXR (Best for 3D model development & 3D display)
3. Zakeke (Best for product customization)
4. PICTOFiT by Reactive Reality (Best for easy-to-use CMS)
5. Modelry (Best for advanced 3D viewer)
6. ThreeKit (Best for visual configurators)
7. Emersya (Best for 3D room planner)

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Glance at the table of the 7 best 3D virtual photography software SDK providers

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3D virtual photography vs AI-generated photography: a distinction worth making

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These two terms get used almost interchangeably in vendor marketing, and the difference matters for what you can actually do with the output.

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3D virtual photography starts from an actual 3D model of the product, built either from photogrammetry (multiple reference photos processed into a 3D asset), CAD files, or a 3D capture kit for physical scanning. Once that model exists, a virtual camera can render it from any angle, in any lighting, and in any environment, producing an unlimited number of genuinely accurate images, since every render is generated from the same underlying geometric and material data. This is the approach behind GlamAR's own workflow and most of the providers compared below.

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AI-generated or virtual photography, in a narrower and newer sense, uses generative AI models to produce new-looking product images directly from a smaller set of reference photos, without necessarily building a persistent 3D model in between. This can be faster and cheaper for a single flat image, but it doesn't give you the same underlying asset for other uses like AR try-on, a 3D configurator, or a 360-degree viewer, since there's no reusable 3D model sitting behind the generated image.

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The practical difference for an ecommerce brand: a true 3D model is an asset you can reuse across many different outputs, a static image today, a 360-degree viewer next month, an AR try-on experience after that. A purely AI-generated image is a single deliverable, not a reusable foundation. When evaluating a vendor, ask directly whether you're purchasing a persistent 3D model you own and can reuse, or a set of generated images with no underlying asset behind them, since this affects both your long-term cost and your future flexibility substantially.

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This distinction is also worth raising directly in any sales conversation, since vendor marketing in this space often uses "3D," "virtual," and "AI-generated" somewhat interchangeably regardless of which underlying architecture actually powers a given product. A vendor should be able to answer, specifically and without hedging, whether you'll receive a downloadable or licensable 3D model file at the end of the engagement, or only a set of rendered images. That single answer tells you more about the long-term value of the deliverable than any amount of marketing language about realism or speed.

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Source asset requirements

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Every 3D virtual photography workflow starts with source material, and what a vendor actually needs from you varies more than marketing pages tend to admit.

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Reference photography. The most common starting point, including GlamAR's own workflow, is a set of high-quality photos of the product taken from multiple angles. This is the lowest-barrier path, since it doesn't require specialized scanning equipment on your end, just consistent, well-lit product photography to begin with.

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CAD files. For products with existing design files, particularly furniture, electronics, and manufactured goods, CAD data can often be used directly or alongside reference photos, which tends to produce a more precise 3D model since exact dimensions are already defined rather than estimated from photos.

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3D capture kits and photogrammetry. For apparel and soft goods specifically, some providers use a dedicated 3D capture kit combining structured photography with photogrammetry software to model how fabric drapes and moves, a harder problem than modeling a rigid object like a chair or a watch.

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Image quality determines output quality. Regardless of which input path you use, the resulting 3D model is bounded by the quality of what you provide. Inconsistent lighting, low resolution, or missing angles in your reference photography will produce a visibly weaker 3D asset no matter how capable the underlying software is. Confirm any vendor's specific photography guidelines before your first submission, rather than assuming your existing product photos will work as-is.

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Plan source asset capture as its own project step, not an afterthought. If your existing product photography was shot for a single hero angle rather than a full multi-angle set, budget time to either reshoot or supplement that photography before submitting it for 3D conversion. This is one of the most common reasons an initial 3D model comes back lower quality than expected, not because the underlying software failed, but because the source material didn't give it enough information to work with in the first place.

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Production workflow

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The workflow itself follows a consistent pattern across most providers in this category, even though the underlying technology differs.

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1. Upload source material

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‍You submit reference photography, CAD files, or scan data, depending on which input path your chosen vendor supports.

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2. 3D model generation

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‍The vendor's software or team converts your source material into a 3D model, optimized not just for static images but often for 360-degree viewing, AR try-on, and configuration as well. GlamAR's stated process explicitly builds models optimized for virtual try-on, 360-degree views, and customization from the same source upload, rather than a single-purpose static asset.

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3. Review and approval

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‍Before final delivery, you review the generated model and initial renders to confirm accuracy, texture, and color match your actual product. This step is worth taking seriously rather than rushing through, since catching a color or proportion mismatch at this stage is far cheaper than discovering it after the model has already been deployed across your product pages and marketing channels.

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4. Output delivery

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‍You receive a set of ready-to-use images generated from the model. GlamAR's stated delivery includes 5 SILO scenes (clean, isolated product shots against a plain background) and 5 creative lifestyle renders (the product placed in a realistic setting) per product, ready for immediate use across your website, marketing, and advertising channels.

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5. Ongoing reuse

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‍Because the underlying 3D model persists after initial delivery, you can generate additional images, in new colors, new settings, or new configurations, without a new photoshoot or a new production cycle, which is the core economic advantage of the entire approach.

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This last step is where the real long-term value of the workflow shows up, and it's worth planning for explicitly rather than treating the initial delivery as the end of the engagement. A seasonal campaign refresh, a new colorway launch, or an updated lifestyle backdrop for a holiday promotion can all be generated from the existing model without repeating steps one through three, which is a meaningfully different cost profile than commissioning an entirely new photoshoot each time your marketing calendar calls for fresh visuals.

Output formats and ecommerce use cases

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The output of a 3D virtual photography workflow typically spans several distinct formats, each suited to a different point in the customer journey.

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SILO or clean background shots are the standard product-page image: the product isolated against a plain white or branded background, used for the primary product listing image and catalog thumbnails.

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Lifestyle renders place the product in a realistic setting, a sofa in a living room, a bag on a countertop, which help a shopper picture the product in actual use rather than in isolation, and tend to perform better in marketing contexts like social media and paid ads than a clean background shot alone.

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360-degree and interactive views let a shopper rotate the product themselves rather than viewing a fixed set of angles, extending the same 3D model into an interactive product-page feature rather than a static image.

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AR-ready and configurator-ready assets use the same underlying model to power a virtual try-on experience or a real-time product configurator, letting a shopper change color, material, or component and see the result immediately, rather than browsing a fixed set of pre-rendered variants.

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Marketing and advertising use cases extend beyond the product page itself: the same 3D model can generate assets for email campaigns, paid social ads, seasonal campaign refreshes, and in-store digital displays, all without commissioning new photography for each channel or each campaign refresh.

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Deciding which output formats you actually need before commissioning a 3D model is worth doing deliberately rather than defaulting to every option a vendor offers. A brand that only sells through its own website, with no physical retail presence and no plans for an AR feature, may only need SILO and lifestyle renders initially, while a brand planning an in-store rollout or a configurator launch should scope that requirement into the initial model build rather than discovering later that the original asset wasn't created with that future use case in mind.

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Best 3D virtual photography software SDK providers

No matter if you have a big or small brand, online 3D assets are essential to ensure brand consistency across marketing initiatives. To bring 3D virtual photography into effect, you will need a software SDK provider. I tested and evaluated many platforms to discover the best ones for your e-commerce. Here are the software SDKs that came out on top: 

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1. GlamAR

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GlamAR's 3D virtual photography workflow starts with uploaded product images, which the platform converts into a photorealistic 3D model optimized for virtual try-on, 360-degree viewing, and customization from the same source asset. Standard delivery includes 5 SILO scenes and 5 creative lifestyle renders per product, and the platform reports being roughly 6 times cheaper and 100 times faster than traditional photography, with regional traditional-photography benchmarks for a 5-product shoot ranging from roughly 3,250 to 7,800 US dollars depending on market.

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Because the same 3D model extends into GlamAR's 3D model creation, 360-degree product viewer, and 3D configurator solutions, a brand isn't paying for a separate asset pipeline for each visualization type. Background, lighting, and setting are customizable directly on the platform, and the workflow is built to scale across extensive catalogs without a proportional increase in manual photography work.

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For a brand weighing GlamAR against a single-purpose photography vendor specifically, the practical case is this reuse across visualization types: the same model that produces your product-page images can extend into an interactive viewer or a try-on feature later without a second production cycle, which compounds in value the larger and more actively updated your catalog is.

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Features: 

• Easy-to-customize: The software enables brand owners to control and customize their product’s appearance. No matter if you want to change the color or background of your products, it allows you to update your products’ visuals at any time straight from GlamAR’s website. You can get a set of clean background shots and lifestyle images. 

• Multi-purpose 3D model: It enables you to create multiple images of your product from different angles and with various backgrounds, all from a single 3D model. Apart from photos, you can use the 3D model in online ads, social media posts, email campaigns, or in-store digital displays. 

• 360° view of the unlimited products: When it comes to displaying multiple products with different sizes, shapes, colors, etc., GlamAR helps you display your extensive product catalog with a 360° view. You can showcase the products in various settings or environments, including indoor and outdoor locations. 

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2. KiXR

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KiXR pairs 3D model development with 3D displays, configurators, and try-on solutions, backed by an in-house team of 3D artists for scenes requiring more bespoke art direction. Its Spatial Reality Display (SRD) product lets brands showcase full collections in physical stores without holding physical inventory, letting shoppers examine jewelry, watches, and other detail-heavy products digitally in a retail setting.

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Building a 3D model with KiXR typically requires submitting reference photos or CAD files along with product dimensions, plus a concept note for any custom scene design, a more consultative process than a fully self-service platform, which is worth factoring into your production timeline. For a jewelry or watch brand specifically evaluating in-store digital display options, KiXR's SRD hardware integration is a differentiator most other providers on this list don't offer directly.

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Features: 

• 3D product visualization: The software can add 3D technology to the photos and videos of your products. Plus, you can customize the 3D experiences and offer your customers a real-time visual. 

• In-store 3D zone: Your customers can experience a 360-degree view of your products with intricate details through the 3D solutions on SRDs. You can showcase your extensive product collections as endless aisles. Now, shoppers can also see out-of-stock products. 

• 3D visual configurators: Brand owners can present their digital products, just like the physical ones, with 3D technology. KiXR offers an easy plug-and-play integration into all e-commerce platforms. The built-in analytics provide insight into your customers’ journey and preferences. 

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3. Zakeke

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Zakeke converts static product images into 3D and AR-ready assets, with a 3D digital asset manager that syncs with a brand's PIM, store, and B2B systems. Its product personalizer supports real-time customization, letting a shopper adjust text, images, and finish effects like DTG or sublimation printing directly on the product visualization.

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Its 3D model creation starts from uploaded 2D images and can generate dozens of product variants quickly, paired with automated marketing assets like 360-degree GIFs and videos, and its 3D configurator layer specifically supports tailored components and materials for brands selling customizable products. Its PIM and B2B platform sync is a meaningful differentiator for a brand whose product data already lives in a structured system elsewhere, since it reduces the manual work of keeping 3D assets aligned with an evolving catalog.

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Features: 

• 3D model creation: You need to upload 2D images to get 3D models. It allows you to display dozens of variants in seconds. Also, you can use dynamic marketing materials, such as automated 360° GIFs and videos, to empower campaigns and enhance customer engagement.

• 3D operations optimization: Furniture and home decor brand owners can manage an unlimited number of 3D models with minimal effort. Zakeke’s 3D DAM offers easy bulk edits and endless storage. Thus, you can optimize your operational efficiency. 

• 3D customization: The 3D Configurator with advanced CPQ software lets your customers customize with tailored components, materials, and styles. You can integrate it with just a click into the best platforms and apps. 

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4. PICTOFiT by Reactive Reality

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PICTOFiT is built specifically around fashion and apparel, using a dedicated 3D capture kit combined with photogrammetry to model garments in a way that captures how fabric drapes and moves, a category that structured product photogrammetry alone handles less convincingly. Its content management system is aimed at fashion designers, product managers, and retail teams specifically, rather than a general-purpose ecommerce audience.

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Its web SDK follows standard languages (HTML5, Swift and Objective-C, Java) and is available for Shopify, working across common browsers, devices, and operating systems, which matters for a fashion brand wanting the resulting 3D garment models usable both for virtual try-on and for standard product photography from the same captured asset.

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Features:

• 3D model generation: To get 3D virtual images that shoppers can interact with, you need to scan your clothing products with a 3D capture kit. You can use them for virtual try-on or sizing. Also, you can present the photos on your website, online store, or social media channels. It is a simple and automatic process. Learn more about how to scale your products in realistic 3D models. 

• Easy-to-integrate SDK: The web SDK follows industry-standard languages (HTML5, SWIFT/Objective-C, JAVA) and is available for Shopify. It is compatible across all common browsers and operating systems. Your customers can experience the 3D products from mobile, desktop, tablet, and other devices. 

• Product digitization: It helps fashion and retail businesses digitize their products. For virtual fashion photography: Transform conventional product photos into 2D or 3D digital assets. Upload your product images> Fit them onto a model avatar or mannequin>Create virtual fashion images for your catalog. Here, you need to use existing ghost mannequin photos, 3D scans, or CAD files to capture your product catalog.

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5. Modelry

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Modelry offers a self-service platform for ordering, managing, and publishing custom 3D models, with the ability to generate hundreds of product variations, different colors, sizes, or materials, from a single base model. Assets can be deployed beyond a standard product page into virtual worlds like the Metaverse and Omniverse, and managed through a digital asset management system for brands with complex, evolving 3D media needs.

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Its automatic 3D viewer supports an HD 360-degree view with an optional AR mode, plus interactive workflows like auto-rotation, and customization options including background changes, tone mapping, and autoplay behavior, all deployable by copying a code snippet into an existing ecommerce platform.

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Features: 

• 3D virtual product photography: It enables retailers to create a rich product image library from a single 3D model. Instead of a traditional photoshoot, you can create multiple 3D images in any setting, environment, or angle. 

• Automatic 3D viewer: Let your customers know the product details with an HD 360-degree viewer. For a virtual try-on experience for the shoppers, you can upgrade it with AR mode. With interactive workflows, like 3D animations, your customers can auto-rotate and see it in action. They can peer inside the product and move around the elements.

• Customized solutions: You can use advanced features, such as animation, background changer, auto play, tone mapping, etc., to customize the 3D viewer. Like other platforms, you need to copy-paste the code into the backend of your e-commerce platform if you want to add the feature-rich software to your business site. 

6. ThreeKit

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ThreeKit is built for enterprise-scale visual commerce, generating large volumes of photorealistic product images and supporting configuration workflows that let shoppers combine multiple product options into custom orders. Its visual configurator connects a brand's product data to 3D designs through the ThreeKit SDK, supporting complex, multi-attribute product catalogs.

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Its 3D digital asset management includes format support across common 3D file types, professional touch-up tools, and automatic CAD importing, positioning it toward brands with backend systems (PIM, ERP) that need deep integration rather than a lightweight standalone tool. For a brand already running a mature product data infrastructure, this depth of backend connectivity is worth weighing more heavily than a simpler, faster-to-launch alternative elsewhere on this list.

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Features: 

• Visual configurator: It aids you in turning your product data into 3D visuals that will make you sell custom products with ease. You can merge your product catalog with 3D designs and features through the Threekit SDK. It will enable you to showcase numerous configurations to your customers. 

• 3D digital asset management: The user guide for every unique feature, such as 3D format support, professional touch-up tools, and automatic CAD importing, is easy to follow. Most importantly, you can organize and access your assets in one place. 

• Virtual photography: You can present your products to the consumers with virtual photography-based visual configurators. It lets you incorporate your products into a real-world setting with lifestyle shots. You can use silhouette shots to set up your products with a white background. Follow Threekit’s ‘Getting Started’ guide to integrate these features into your e-commerce platform. 

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7. Emersya

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Emersya is an all-in-one 3D and AR platform supporting product photography, customization, and configuration from one system, embeddable into a website without a plugin. Its 3D product photography feature supports any SKU, viewpoint, lighting condition, or pose, with presets that automate content generation across multiple sales channels and distributors.

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Its 3D room planner is a distinctive feature for furniture and home goods brands specifically, letting shoppers drag and drop products from a catalog into a preset 3D space to see how multiple items look together, extending the underlying 3D photography asset into a genuinely different use case than a standard product image.

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Features: 

• 3D product photography: The software supports any SKU, viewpoint, lighting, scenery, pose, or state, and any model. So, you can generate product images online anytime, from anywhere, with virtual photography. You can also create presets to automate content generation for every sales channel and distributor, using the platform. 

• 3D visualization: Your customers can experience your products from every angle. Plus, they can zoom in on all the infinite details to get a real feel for the product materials. The easy SKU setup process enables you to offer your customers AR try-ons of your 3D products. 

• 3D space: The real-time 3D room planner allows consumers to see how different products would look together in a custom space. They can browse products from your catalog. Then, drag and drop them into their preset 3D space. Consumers can position and configure each product through this interactive user interface. In the same way, they can experience modular products in a 3D viewer. 

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Other platforms worth exploring

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Beyond the seven providers compared above, Obsess offers a 3D virtual store platform rather than 3D photography specifically, letting brands build a branded, walkable 3D storefront accessible through a link on mobile or desktop, with Shopify catalog integration. It's worth considering if your interest extends beyond product imagery into a full virtual shopping environment.

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Popular brands that are using 3D virtual photography software

Nowadays, brands are selling experiences, not just products. This evolution fuels the increasing interest in 3D virtual photography, which blends photorealistic 3D visualizations to replace traditional photography.

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It is becoming a time and cost-effective process, which provides ease of customization and consistency in incredible product images. Here is how some of the well-known brands are using 3D virtual photography software as one key pillar in their business strategy:

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1. Nike

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Nike's "Nike By You" platform lets customers customize sneaker colors and textures and see a 3D render before purchasing, one of the more visible mainstream applications of this technology.

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2. Apple

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Apple uses 3D-rendered, rotatable product images extensively across its website for iPhones and MacBooks, alongside AR previews in the Apple Store app that let shoppers see products in their own space.

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3. Rollie Nation

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Rollie Nation, an Australian footwear brand, partnered with 3D artists through Modelry to create animated 3D renders of its bestselling sneakers, reducing studio costs while enabling more frequent launches across additional colors and angles, an advantage for a fast-moving footwear catalog. The brand's leadership has credited the format's interactivity, letting customers spin and examine a shoe digitally, with generating stronger interest in new releases than static photography alone.

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4. Vitra

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Vitra, the luxury furniture brand, configures products in real-time 3D using existing 3D models and configuration logic in the OFML data format, built on the Emersya platform to support both online and in-store customization.

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5. KitchenAid

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KitchenAid uses similar technology to let customers visualize built-in refrigerator models in different kitchen settings, choosing cabinet materials and finishes with multilingual annotations providing detailed product information.

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Across these five brands, a consistent pattern emerges: none of them treat 3D virtual photography as a one-time image-production exercise. Each one builds ongoing customization, configuration, or in-store extension on top of the same underlying model, which is the same principle worth carrying into your own evaluation. The value of the technology compounds specifically when the initial 3D investment gets reused across multiple touchpoints, rather than being treated as a single substitute for one photoshoot.

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Cost drivers: why traditional photography costs so much, and where 3D saves

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Understanding what drives traditional photography cost helps clarify exactly where 3D virtual photography's savings actually come from, rather than treating "cheaper" as a vague claim.

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Shipping and handling

‍Getting physical products to a studio, and back, adds real logistics cost, particularly for large or fragile items like furniture, which a 3D workflow avoids entirely once a model exists.

Specialized equipment

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‍Lighting rigs, backdrops, and camera equipment represent both a capital cost and an ongoing rental or maintenance cost for in-house or agency photography.

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Studio and location expenses

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Renting physical space for a shoot is a recurring cost tied directly to shoot frequency, which scales up as a catalog grows or updates more often.

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Professional fees

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‍Photographers, stylists, and art directors are skilled labor, and their time cost scales with the number of products and variants photographed.

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Props and lifestyle staging

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‍Lifestyle shots specifically require props, staging, and set design, adding cost on top of the base photography for any image beyond a simple clean background shot.

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Post-production editing

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‍Retouching, color correction, and background removal add both time and cost after the shoot itself is complete, often a significant share of total project cost.

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Regional benchmark figures for a five-product traditional photography shoot range roughly from 3,250 to 7,800 US dollars depending on market, according to GlamAR's own published comparison. A 3D model, once built, produces additional images at effectively no incremental photography cost, which is why the economics favor 3D increasingly as catalog size, variant count, or update frequency grows. A brand with a handful of products updated rarely may not see the same return as a brand launching new colorways or SKUs every month.

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It's worth running this comparison against your own actual numbers rather than accepting a vendor's general claim of being a fixed multiple cheaper. Take your own typical photography spend per product launch, multiply it by your actual annual launch or update frequency, and compare that total against a 3D model's upfront cost plus any ongoing platform fee. For a catalog with frequent updates, the 3D approach often pays for itself within the first year or two. For a smaller, more static catalog, the payback period can stretch out considerably longer, and it's worth knowing which category your brand falls into before assuming the economics automatically favor 3D.

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Benefits and drawbacks

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Benefits

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‍Cost efficiency compounds over time, since the 3D model's upfront cost is fixed while additional images carry no meaningful marginal cost. Scalability and speed matter most during catalog launches or updates, when thousands of images may be needed quickly. Real-time personalization through 3D configurators drives engagement by letting shoppers preview changes instantly. Visual consistency across an entire catalog is far easier to maintain with a shared 3D pipeline than with photography sessions spread across time, locations, and photographers. And the approach is meaningfully more sustainable, avoiding the shipping, physical staging, and waste associated with repeated physical shoots.

Drawbacks

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‍The upfront cost of 3D model creation can be substantial for large or complex product lines, which may feel prohibitive for a smaller brand without a clear near-term return. There's a genuine learning curve, since 3D rendering, integration, and asset management require skills most ecommerce teams don't have in-house already. Poorly built 3D assets can look artificial rather than realistic, which risks undermining customer trust rather than building it. Integration with existing backend systems isn't always smooth, particularly for larger organizations with legacy infrastructure spanning multiple departments. And because 3D assets are inherently digital and reproducible, brands should ask any vendor directly about intellectual property protection and watermarking options to reduce the risk of unauthorized copying.

Weighing these against each other honestly matters more than treating the benefits list as a foregone conclusion. A brand with a small, stable catalog and limited internal technical capacity may reasonably conclude that traditional photography remains the simpler choice in the near term, while a brand with a large, fast-changing catalog and even modest in-house technical support is likely to see the economics tip clearly in 3D's favor within a relatively short window.

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Vendor evaluation checklist

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1. Confirm which source assets the vendor actually requires, reference photography, CAD files, or a physical capture kit, and check this against what you can realistically supply for your current catalog.

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2. Ask whether the output is a persistent, reusable 3D model or a set of generated images with no underlying asset. This single question determines whether you can extend the same investment into 360-degree viewing, AR try-on, or configuration later, or whether you're purchasing a one-time image set.

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3. Request a sample render on your own product, not a vendor's demo catalog, before committing, since realism and accuracy vary meaningfully based on your specific materials, textures, and finishes.

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4. Get delivery format and volume specified in writing, how many SILO shots and lifestyle renders per product, in what resolution, and in what file formats, so you can compare vendors on a like-for-like basis rather than a vague promise of "photorealistic images."

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5. Confirm integration path with your ecommerce platform, whether through a plugin, an embeddable code snippet, or a custom development project, since this affects your launch timeline as much as the 3D production itself.

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6. Ask about ownership and IP protection for the resulting assets, including whether watermarking or usage restrictions are available, given that digital 3D assets are inherently easier to copy than physical products.

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7. Price against your actual catalog size and update frequency, not a vendor's published starting rate, since the economics of 3D virtual photography improve specifically as your catalog grows or updates more often, and a smaller, static catalog may see a longer payback period than a vendor's marketing implies.

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8. Ask how the vendor handles model updates over time, since a product's packaging, color options, or design details change periodically, and a vendor without a clear, reasonably priced process for updating an existing 3D model rather than rebuilding it from scratch will erode the long-term cost advantage the whole approach is meant to deliver.

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If you want to see how this would look on your own products before committing to a full catalog rollout, talk to the GlamAR team about generating a sample 3D asset and render set first.

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