About

We build software that
understands garments.

Merchant Pro evolved from Excel round-trips to an in-app workspace: guided style pipeline, Booking Hub for procurement, and AI that parses docs while humans confirm.

“Every garment starts with a BOM. We make that BOM instant.”
The Merchant Pro mission

The problem we saw

In every RMG factory we observed, the merchandising workflow looked the same: a buyer sends a tech pack PDF, a merchandiser opens Excel, and the next two days are spent copying data between documents.

Booking was scattered across styles — no consolidated supplier view for fabric and trim. One wrong consumption value would cascade before anyone noticed.

We built Merchant Pro to automate mechanical steps and give procurement a dedicated hub, so teams spend time on judgment — not copy-paste.

Our philosophy

We believe the right model for AI in manufacturing is human-in-the-loop, not AI replacing humans. Claude reads documents; your team confirms in the workspace.

In-app BOM with Extrapolate gradation, consumption library, and Booking Hub reflect how factories actually work today — not yesterday's Excel-only workflow.

Complete traceability remains core: every number in the RM tracker traces to a confirmed source.

Technology

Built on infrastructure that factories can trust.

Claude Vision (Anthropic)

Reads free-form PDF tech packs without templates and extracts structured RM data at human-level accuracy.

claude-sonnet-4 · Vision API

Next.js + Prisma + PostgreSQL

Fast server-rendered UI with type-safe relational storage and full multi-tenant isolation per organisation.

Next.js 14 · Prisma · PostgreSQL

Cloudflare R2 + Redis

Documents in R2 object storage; Redis powers async job queues for responsive parsing.

Cloudflare R2 · BullMQ · Redis
Principles

How we build.

Human-in-the-loop

AI suggests, humans decide. Every extraction is reviewable. The merchandiser is always in control.

Data integrity

Every tracker number links to a confirmed source — BOM consumption, cost sheet price, PO quantity.

Industry specificity

Built for RMG: RM codes, colorways, tech packs, ex-factory logistics, and supplier booking natively.

Continuous improvement

Corrections and reference files improve future parses — accuracy compounds with every style.

200+
Styles per season
managed by a typical mid-size RMG factory
17
RM items per colorway
in standard buyer configurations
< 10s
Per tech pack parse
average Claude Vision extraction time

We built this for your team.

Start with one tech pack. See the difference in 60 seconds.

Start free trial