MarketForge Digital Twin — Guided Tour

What This Demo Proves

Each screen in the demo illustrates a specific capability of the engine architecture. Here's what to look for:

How to Explore

The demo is built for multi-perspective exploration. Three pre-loaded personas — a machine shop, a buyer, and an inspector — let you see the same market from every angle. Start as one, walk through the pipeline, then switch personas using the panel in the bottom-left sidebar to experience how the other side sees the same matches, scores, and deal terms.

The screenshots below follow Joana Mendes (machine shop, supply side), but every screen has a counterpart view from Lena Park (buyer) and Dmitri Volkov (inspector). We recommend going through at least two personas to appreciate how bidirectional matching works.

The landing page introduces MarketForge's value proposition: "Find the counterparty before you ever introduce yourself." It previews the live matching pulse animation and summarizes the three-sided market structure (shops, buyers, inspectors) and the four-engine pipeline.

After clicking "Try live demo," you choose which persona to enter the market as. Each persona sees a different slice of the same simulation — their own profile, their own matches, and their own pipeline. Try all three. The real insight comes from seeing how the same match looks from the supply side, the demand side, and the verification side.

The Overview shows the entire simulated market — 12,478 participants, 1,204 active matches, 312 assembled deals. The matching pulse visualizes supply-demand connections in real time. The green "Continue" card signals you have a new mutual match waiting.

In a live deployment, this is where a new participant declares which side of the market they're entering. The demo pre-selects Machine Shop (supply side) for the Joana Mendes persona. Each card shows population, capacity stats, and a brief description of the role.

This is Ardent Precision Works' confidential twin — capabilities, equipment, certifications, constraints, and commercial terms. In a live system, this data feeds the Cosolvent matching engine. The capacity gauge (62% committed) and KnowledgeSlot status show the twin is actively maintained.

The dashboard shows your active match pipeline — scored, ranked, and identity-gated. Each row is a potential counterparty identified only by match ID. The top match (94/100, HIGH confidence) has progressed to OPEN status, meaning both sides have been notified.

The match report is the heart of MarketForge. It shows a parameter-by-parameter comparison between your capabilities and the buyer's requirements — process, tolerance, material, envelope, certifications, location, capacity, and surface finish. Each parameter is scored independently with a fit verdict (MATCH, EXCEEDS, PARTIAL).

This is MarketForge's most distinctive feature. Neither party's identity is revealed until both opt in. The screen shows two dark cards — your callsign (MS-0417) and theirs (BU-████) — separated by a padlock. Three explainer cards below describe the escrow, ledger, and withdrawal mechanics.

Once both parties reveal, MarketForge assembles a complete deal brief — scope, pricing, timeline, facilitators (inspection lab, logistics), milestone schedule, escrow terms, and supporting documents. This is a structured, auditable commercial document — not a chat thread.

Every screen you've just seen was built on top of the Cosolvent engine — not inside it. The engine provides matching scores, deal terms, identity escrow, and document assembly via API. This frontend is just one possible presentation layer.

A timber association deploying MarketForge for specialty lumber would build a completely different UI — different branding, different fields, different workflow — but powered by the same engine underneath. A government trade agency sponsoring a cross-border exchange would brand it as their own. A procurement network would embed matching into their existing portal.

That's what "headless" means in practice: the engine does the work; the sponsor owns the experience.