IMAI — one conversation, your whole product

One conversation produces your brand's product, production-ready specs, and a full campaign. Describe what you want and IMAI returns photorealistic, on-brand renders, production-ready tech-pack specs built from the exact design, and on-model photography, catalogue, and video — all on-brand, with taste.

Meet the team

Three agents. One product truth.

Each agent is a specialist. Together, they replace 14 weeks of fragmented work with a single conversation. The design informs the tech pack. The tech pack informs the photography. Nothing is re-entered. Nothing is lost.

Design Agent

From a napkin sketch to a photorealistic collection.

Describe what you want — a sketch, a reference image, even just words. The Design Agent generates photorealistic product renders, multiple colorways, material variations, and custom print patterns. Every output is structurally accurate and production-aware.

Photorealistic product renders from text or sketches
Multiple colorway and material variations in seconds
Custom print and pattern generation matched to brand DNA
Seasonal collection creation from a single creative brief
3D model generation for virtual sampling
Automatic design language learning per brand
In Minutes
Render time
vs. 2-3 weeks traditional
Design Agent
Design Agent

Manufacturing Agent

The tech pack writes itself. The costing is already done.

The Manufacturing Agent reads directly from the Design Agent's output — same measurements, same materials, same construction. It generates production-ready tech packs, calculates FOB costing across China, Vietnam, India, and Italy, and extracts pattern files ready for production. Zero physical samples needed pre-approval.

Auto-generated tech packs with measurements and construction notes
Multi-region FOB costing (China, Vietnam, India, Italy)
Pattern and embroidery file extraction
Bill of materials with supplier suggestions
Size grading across international standards
Direct factory-ready file exports
60-80%
Sampling cost reduction
fewer physical samples needed
Manufacturing Agent
Manufacturing Agent

Marketing Agent

Launch campaigns before the product exists.

The Marketing Agent knows the exact product your Design Agent created and your Manufacturing Agent specced. It generates on-model photography with brand-consistent avatars, lifestyle scenes, studio shots, e-commerce catalogues, social media posts, and video clips — all maintaining color accuracy and material fidelity from the original design.

On-model photography with consistent brand avatars
Lifestyle and editorial scene generation
E-commerce catalogue-ready imagery
Social media templates and campaign assets
Video clip generation from product data
Multi-platform format optimization
$10K-$50K
Content cost savings
per season on photography alone
Marketing Agent
Marketing Agent

The real power is the handoff.

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, 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.

Design
Manufacturing
Marketing

Start with one product. See what happens.