Flow

How Provalo.ai works

From catalog photo to realistic try-on in a few simple steps. Designed to plug into your existing product pages without changing how you work.

How Provalo.ai works

Provalo.ai turns standard catalog images into realistic try-on experiences through a four-step flow that fits into your existing product pages.

No complex 3D assets. No full-body photoshoots. Just your garments, your shoppers and our AI pipeline.

Quick summary

  • Start from your existing flat product photos.
  • Shoppers upload a photo or pick a privacy-safe avatar.
  • Provalo.ai generates realistic try-on images or short clips.
  • Results are returned via API or plugin.
1

Upload your garment

Everything starts with the photos you already have. Provalo.ai ingests your standard catalog imagery— front, back or side views—and prepares them for try-on generation.

  • Use existing PDP images to get started quickly.
  • Optional: upload detail shots to help the model capture texture and print.
  • Automatic background handling; no complex masking required.
Upload garment imagery
Garment image placeholder
2

Select body: photo or avatar

Shoppers can either upload a full-body photo or choose a body-accurate avatar based on their height, weight and basic measurements.

  • Photo-based try-on for highly personalized experiences.
  • Avatar-based try-on for privacy-first flows.
  • Supports different body types and sizes out of the box.
Select body photo or avatar
Avatar / photo selection placeholder
3

Generate try-on with controllable fit

Provalo.ai’s generative engine composes a realistic try-on, simulating drape, folds and silhouette. Retailers can expose simple “fit modes” to users or pre-configure them.

  • Generate multiple fit styles: true-to-size, relaxed, oversized.
  • Handle challenging categories like oversized hoodies, jackets and dresses.
  • Optionally generate multiple poses or angles for richer PDPs.
Try-on generation
Try-on generation placeholder
4

Publish on PDPs and measure impact

Generated try-ons are returned via API or plugin and embedded directly on product pages, size guides or marketing campaigns. Retailers can track performance through analytics.

  • Use try-on imagery alongside size charts and fit notes.
  • Measure uplift in add-to-cart, conversion and time on page.
  • Monitor changes in return rate and size exchanges over time.
Publish on product pages
Product page placement placeholder

Integration and API overview

Provalo.ai is designed to be embedded into your existing stack with minimal friction. Use ready-made plugins or call our API directly from your storefront or backend.

  • Shopify & WooCommerce plugin roadmap.
  • REST API for generating, retrieving and managing try-ons.
  • Webhook support for asynchronous processing flows.

Example API flow (simplified)

POST /v1/tryon
{
  "garment_image_url": "...",
  "body_source": "photo", // or "avatar"
  "avatar_profile_id": null,
  "fit_mode": "true_to_size"
}

// Response includes generated try-on URL and status

Want to see your garments in this flow?

Share a few product links and we’ll prepare a demo with your actual catalog images.

Book a demo