Faster sales and simplified complexity
Lumen & Oak launched with VisionThree to simplify buying for their modular range, improving conversion rates and delivering dynamic pricing accuracy across regions.
Let shoppers describe what they want or upload a photo of a look they love, and watch AI assemble a valid, buildable configuration in seconds. No dropdowns, no guesswork, just a conversation that ends in a finished product.
Trusted by leading brands worldwide


What it does
Let shoppers describe what they want or upload a photo of a look they love, and watch AI assemble a valid, buildable configuration in seconds. No dropdowns, no guesswork, just a conversation that ends in a finished product.
Capabilities
A purpose-built toolkit for visual commerce, not a generic 3D viewer with a checkout bolted on.
Buyers describe a need in plain language and AI proposes a ready-to-view configuration.
Upload an inspiration photo and AI maps colors, materials and styles to your real SKUs.
Find the closest matching product or configuration from an image, no keyword guessing required.
AI recommends complementary options and finishes based on what's already selected.
Every AI-generated configuration is checked against your CPQ rules before it's shown.
Guardrails keep every result on-catalog, on-brand and priced correctly.
How it works
A guided rollout, your team brings the catalog, ours brings the pixels.
We index your options, materials, rules and price book so AI only proposes valid builds.
Fine-tune the assistant on your terminology, style guide and top-selling configurations.
Add a chat or upload entry point to your existing 3D configurator or PDP.
Track which prompts and photos convert best, and feed that back into your catalog.
Integrations
Connect to your commerce platform, CRM, CPQ and ERP. We meet your data where it lives, no rip-and-replace required.
See all integrations
SAPCase studies
Lumen & Oak launched with VisionThree to simplify buying for their modular range, improving conversion rates and delivering dynamic pricing accuracy across regions.
Where it shines
"Something like this but in walnut": shoppers upload a Pinterest photo and get a matching sofa build.
Describe an occasion or paste an inspiration image and get a styled, purchasable configuration.
Tell the assistant your budget and use case, get a trim and package recommendation instantly.
Everything you need to know to get started. Still curious? We're a quick conversation away.
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Real humans, no bots
Does the AI ever suggest something we can't build?
No. Every suggestion is validated against your CPQ rules engine before it's rendered, so buyers never see an invalid configuration.
What data does the AI need?
Your product catalog, option rules and price book. We can also ingest past orders to bias recommendations toward proven combinations.
Can shoppers upload their own photos?
Yes, image-to-configuration matching maps uploaded photos to your closest real materials, colors and styles.
How is this different from a chatbot?
It's not a support bot. Every conversation resolves into a live, photoreal 3D configuration a buyer can adjust and purchase.
Will this replace our manual configurator?
No, it sits on top of it. Buyers can start with AI and fine-tune manually, or skip straight to manual configuration.
How long does implementation take?
Most brands launch a pilot in 6-10 weeks once the catalog, rules and price book are connected.
Book a 30-minute demo and we'll show you AI-driven configuration running on your own catalog.