Built on Claude Claude vision checks every image

Your products, on-model, and exactly right.

eightmstudio turns your product photos into consistent on-model catalogue images for your e-commerce store. Pick the styles yourself, or let the agent style the looks for you. After one click, the eightmstudio Agent, built on Claude, runs production, checks every image against your product photos and fixes wrong logos, lettering, trims and fit before you see it. You approve, then export.

Watch the demoSee real fixes
Quarter-zip sweatshirt product photoHero
Embroidered twill shorts product photoStyling
Black high-top shoes product photoStyling
AI model face referenceAI model
One clickeightmstudio Agent runs production
The same items on the AI model, full length, studio background
✓Shorts trefoils restored ✓Crest lettering fixed ✓Hem to mid-calf
Checked by the eightmstudio AgentReady for your approval

The problem

"Almost right" is the real enemy.

A catalogue image that shows a detail the product does not have is a returns and trust problem, not a cosmetic one.

Studio shoots

Models, photographers, set, styling and retouching for every drop. Slow and expensive, and hard to scale to hundreds of SKUs a season.

Generic AI image tools

The logo is wrong, lettering is misspelt, trims and embroidery are invented, and the face drifts between poses. Someone has to catch every error by eye.

eightmstudio

Garments, logos, lettering and colours come from your product photos. The eightmstudio Agent catches and fixes what drifts, and a person signs off every image.

How it works

You set up the look. The agent runs production.

Your team makes the creative choices and presses Generate once. From there the eightmstudio Agent runs production, and you come back to review, approve and export.

Library

Product photos of every garment, shoe and accessory from several angles, plus reusable AI models and poses. Originals are never edited.

Your team

Style looks

Pick the styles yourself: drag a hero product and its styling items into a look, then choose the AI model and poses. Or let the agent pick the styles for you from your item codes.

Your team or the agent

Generate

One click hands the run to the agent. It checks the studio base, then releases every pose with the same model and outfit.

eightmstudio Agent

Agent review

The agent opens each image next to the product photos and checks identity, fit, colours, logos, lettering, pose and background.

eightmstudio Agent

Fix

It picks the smallest fix that works: regenerate, full refinement, or crop and stitch for a single logo or line of lettering. Then it checks again.

eightmstudio Agent

Approve and export

A person approves each image in one click. Export gives a verified ZIP, organised by product code, ready for your web shop.

Your team
Look on the model, hands on hips Look on the model, body turned Look on the model, full length front Look on the model, full length back Look on the model, three-quarter angle

One look, five poses, the same model, outfit and studio in every frame. Output from a real run.

The eightmstudio Agent, built on Claude

Image models draw the pictures. Claude makes sure they're right.

◎

Sets up the job

Builds projects and looks from item codes in chat, filling in angles, roles and settings the same way the screens would.

▶

Runs production

Reviews the studio base, releases the poses and recovers from temporary provider errors on its own.

⌖

Reviews every image

A "success" from the image model says nothing about quality, so the agent looks at every actual image against the product photos.

✎

Fixes and explains

Applies the right fix, re-checks the result and leaves short notes for your team, like "shield lettering wrong".

Claude is our only AI agent. Every review, decision and fix in a run is made by Claude. Image generation models only render the pictures. We chose Claude because its vision is the best we have found for this job: reading lettering, small logos and trims against the product photos.

The smallest fix that solves it

RegenerateThe image invented a design or is broadly wrong. Re-run the exact same recipe once.
Full refinementWhole-image corrections: fit, colour, or an item that looks wrong overall.
Crop & stitchA logo, lettering, embroidery or trim. Only that area is regenerated at high resolution and stitched back. The rest stays untouched.

What the agent never does

  • Approve an image or export. That's always a person.
  • Spend money without an explicit request and a set ceiling.
  • Edit original product photos or earlier versions.
  • Invent details that aren't in the product photos.

Real fixes

Caught by the agent. Fixed before anyone approved.

Real outputs from a demo project. Drag the divider to compare the first generated image with the agent's corrected version.

First generated back view: plain back, front shorts emblems wrongly on the back Corrected back view: eagle, name and number 1 restored, plain shorts back GeneratedAfter agent fix

Back artwork missing, front emblems on the back

The agent found the whole back artwork missing (eagle, name and number 1) and the shorts' front embroidery wrongly repeated on the back. It sent the pose to full refinement and checked the result.

Product photo of the sweatshirt back

The product photo the corrected image had to match.

Chest close-up before: lettering reads Chicana with a shield emblem Chest close-up after: lettering reads Chicano with the embroidered rose BeforeCrop & stitch

One letter, one rose

Agent findings: Chest lettering reads Chicana; replace final letter with o to match Chicano.Chest emblem has a shield above foliage; restore the reference's embroidered rose.

Fit and small graphics

Agent findings on the quarter-zip look: Shorts hem near knee; extend to mid-calf, 10–15 cm below knee.Shorts upper left thigh lacks stacked white trefoils; match front reference.

Demo

From a chat request to an approved look.

A two-minute walkthrough recorded in the real app with real images. The agent's steps and findings are the ones it made on this look; the run is played back at speed.

Who it's for

For teams that ship hundreds of product pages.

Fashion brands

On-model images for every SKU in a drop, without booking a shoot for each one.

Retailers and marketplaces

Consistent product detail pages across brands, with every logo and label matching the real item.

PDP production studios

Hand production and first-pass QC to the agent. Your team reviews, approves and delivers.

Human approval on every imageOriginals never editedNo invented detailsFull version historySpending ceilings per runYour order, never re-sorted

Bring your products. We'll put them on-model.

Send us a few product photos and we'll run a sample look through eightmstudio.

Book a demo
suraj@eightmstudio.com