See what one conversation produces
Design a product. Generate manufacturing specs with costing. Create marketing content. Three steps. One conversation. No other tools needed.
Describe your idea and the Design Agent creates it
A rough sketch, a text description, a reference image, or just an idea. Upload it or type it, the Design Agent generates photorealistic renders, multiple colorways, and material variations in minutes.
Upload a sketch, drop a reference photo, or type a description. The agent asks clarifying questions if needed, material preferences, target market, price range.
You don't need to know which agent to use. Just describe the product you want to create. The Design Agent generates structured product data, color values, material specs, and construction approach, that becomes the foundation for everything that follows.
The Manufacturing Agent specs it for production
Tech packs with measurements. FOB costing across China, Vietnam, India, Italy. Pattern files ready for printers. All generated from the design you just approved.
A complete technical blueprint: measurements, materials, construction notes, stitching specs. Plus FOB costing showing landed costs for production in multiple regions. Ready to send to a factory.
This is where IMAI is genuinely unique. No other AI platform connects design visualization to manufacturing specifications. The tech pack references the exact design, same measurements, same materials, same construction. No re-entry. No separate tool. No email to the sourcing team.
The Marketing Agent creates campaign content
On-model photography. Lifestyle scenes. E-commerce catalogues. Social media posts. Video clips. All from the same product data.
Consistent brand avatar wearing the exact product from the design step. Lifestyle scenes, studio shots, and social media templates, all maintaining color accuracy and material fidelity.
The Marketing Agent doesn't start from scratch. It knows the exact product your Design Agent created and your Manufacturing Agent specced. The blue is the right blue. The material texture is accurate. The photography is connected to the design, not pasted onto a generic model.
The tech pack references the exact design. The photography matches the exact spec.
In every other workflow, the designer creates in one tool, the technical designer rebuilds in another, and the photographer starts from scratch in a third. Three versions of the same product. Three chances for inconsistency.
In IMAI, one conversation produces one product truth. The Manufacturing Agent reads from the Design Agent's output. The Marketing Agent photographs the exact product that was specced. Same blue. Same texture. Same proportions.
This is what "end-to-end" actually means, not a bundle of separate tools. One intelligence.
What makes this possible
Unified Product Representation
When the Design Agent creates a product, it generates a structured specification, colors, materials, measurements, construction, that becomes the canonical source of truth for all other agents.
Institutional Memory
Your agents remember your brand's Pantone standards, preferred fabrics, sizing conventions, supplier history, and past decisions. Every output gets more aligned over time.
Cross-Modal Consistency
Our proprietary design and technical data pipeline continuously identifies and corrects cross-modal inconsistencies, ensuring the render, the tech pack, and the photography all represent the same product.
Conversation-Native Delivery
Available via web today. WhatsApp, Slack, and WeChat integration launching July 2026. No new interface to learn. No software to install. Your teams work where they already are.
Frequently asked questions
Try it with your product
Upload a sketch or reference. See the full lifecycle, design, specs, costing, photography, in one conversation.