Ateliersavant In-House
FORGE OS — AI-Native Procurement for Consumer Product Brands
Supplier discovery, RFQ generation, and quote intelligence used to take weeks and a spreadsheet graveyard. FORGE OS does it in one session.
Procurement Is Still Broken for Product Brands
For consumer product brands — particularly those at the growth stage — procurement is a black hole of time. Finding the right supplier for a given product category requires weeks of outreach, cold emails into void, scattered spreadsheets, and decisions made on incomplete data. The process hasn't changed meaningfully in thirty years.
Large enterprises have dedicated sourcing teams and proprietary supplier networks. Small brands use LinkedIn, Alibaba, and gut instinct. The gap between those two realities is enormous — and it directly affects product quality, margin, and speed to market.
FORGE OS was built to close that gap. Not by digitizing the old process, but by replacing it with an AI-native execution engine that thinks through supplier compatibility the way an expert sourcing director would — in minutes, not weeks.
Brief Your Project
Describe your product, category, target market, commercial parameters, and quality requirements. FORGE OS uses this to generate a procurement intelligence brief — defining the supplier profile before any outreach begins.
Supplier Discovery & Legitimacy Scoring
FORGE OS analyzes supplier candidates and assigns a Factory Legitimacy score — separating verified direct manufacturers from intermediaries and trading companies.
RFQ Generation & Outreach
FORGE OS generates professional, calibrated RFQ documents for each shortlisted supplier and dispatches them via connected email. The RFQ Center tracks draft, approval, sent, and reply status in real time.
Quote Intelligence
As suppliers reply, FORGE OS analyzes each quote against project parameters — Overview, Compare, Red Flags, and Follow-ups. The system surfaces discrepancies, flags risks, and proposes follow-up questions before you make any decision.
Operations — Autonomous Execution, Human Decision Gates
The Operations tab shows the full procurement lifecycle: 8 sequential phases from Intake to Production Readiness. FORGE OS auto-completes what it can — and surfaces only the decisions that require human judgment.
"Supplier selection is a relationship decision with long-term commercial, IP, and operational consequences. Human judgment is required to evaluate non-quantifiable factors."
AI-Native, Not AI-Added
Most "AI-powered" procurement tools are traditional software with an LLM bolted on to generate email drafts. FORGE OS was designed from the ground up around AI as the primary execution layer — the system does not assist the sourcing process, it runs it.
The single non-negotiable: sourcing quality beats every alternative. Every design decision — the supplier legitimacy scoring, the RFQ calibration, the quote red-flag analysis — is measured against that principle.
Next.js 16
App Router, Server Components
React 19
UI layer
Tailwind v4
Dark-mode design system
Anthropic Claude
Procurement intelligence engine
Supabase
Authoritative data store
Playwright
70-test E2E suite
Phase 7 active. Backend integration in progress.
The full dashboard — supplier discovery, RFQ center, quote intelligence, and operations pipeline — is built and running. Supabase persistence and Gmail integration are active. Moving toward production deployment.
Next Case Study