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Anvil

From line sheets to approved ecommerce imagery.

Anvil gives fashion brands an operational rendering pipeline — structured ingest, guided reference selection, controlled review, and export-ready outputs built for seasonal production.

Open dashboard See the workflow
4 weeks per season, manual process
Hours automated pipeline
6 people coordinating renders
1 operator managing the pipeline
Hundreds of back-and-forth emails
Tracked review and approval

Built for how fashion teams actually ship.

Five stages from raw season data to export-ready ecommerce imagery.

01
INGEST

Upload the season

Line sheets, catalog context, BOMs, and brand rules are ingested as structured data — not flattened into ad hoc prompt text.

Line SheetsBOMsBrand RulesCatalog Context
02
RESOLVE

Lock in the details

Taxonomy, color, material, and composition decisions stay explicit so the pipeline is inspectable and repeatable across styles.

  • Material and color taxonomy
  • Reference image selection
  • Composition and angle directives
03
RENDER

Generate the imagery

The pipeline produces ecommerce renders using resolved inputs — structured, traceable, and consistent across every SKU in the collection.

Multi-AngleOn-ModelFlat LayDetail ShotsLifestyle
04
REVIEW

Approve with context

Operators compare references, inspect render attempts, approve per-angle, and request targeted revisions — all from one dashboard.

  • Side-by-side reference comparison
  • Per-angle approval workflow
  • Structured revision requests
05
DELIVER

Export production-ready assets

Approved renders are packaged for ecommerce channels — sized, formatted, and organized for immediate use.

Web-ReadyMarketplaceSocialPrint

Real-time visibility into every render.

Track each style through the pipeline — from ingest to approved delivery — without chasing emails or spreadsheets.

Everything your rendering pipeline needs.

Anvil handles the full lifecycle — from season ingest through approved delivery.

Season Ingest

Upload charts, BOMs, and brand rules as structured data. The pipeline knows what it is working with before a single render begins.

Reference Selection

Guided reference image picking tied to taxonomy and composition. No guessing which photo the designer meant.

Multi-Angle Rendering

Generate front, back, detail, and lifestyle angles from a single set of resolved inputs. Consistent across every SKU.

Structured Review

Per-angle approve, reject, or revise. Operators see exactly what changed and why, with full attempt history.

Change Orders

Mid-season updates flow through the same pipeline. Taxonomy changes propagate automatically to affected renders.

Export-Ready Delivery

Approved renders are packaged and sized for ecommerce channels, marketplaces, and social — ready to publish.

Brand Consistency

Brand rules and composition directives are enforced at the pipeline level, not left to individual judgment calls.

Operator Dashboard

One workspace for the entire season. Track pipeline progress, manage reviews, and export deliveries from a single surface.

Complete Audit Trail

Every ingest, render attempt, review decision, and delivery is tracked, timestamped, and attributable.

Ship the collection.
We'll render it.

Open the Anvil dashboard and start your first pipeline.

Open dashboard

Built for fashion ecommerce teams. Invite-driven access.