Procurement platform for persistent AI workspaces

ProcureVision turns strategic sourcing into a tile cockpit instead of a disposable prompt chat.

This first MVP translates the concept doc into a clickable Next.js prototype: marketing site, workspace cockpit, tile detail page, freemium logic, and the full chain from Strategy Master to exportable artifacts.

Open workspace Inspect sample tile

1 free tile

10 validated measures

9 add-on services

PWA-ready

Workspace preview

Polymer Resins | Injection Molding

Strategy Master refreshed, ten validated measures saved, four artifacts ready to export.

Status

Playbooks live

Savings

4.8-6.1%

Freshness

Artifacts

Product thesis

ProcureVision is not another chat surface. AI runs in the background while the interface guides users through scope, analysis, prioritized measures, playbooks, and artifacts.

Core principles

Tile-first instead of chat-first

Each commodity gets a persistent workspace with status, history, artifacts, and purchase state.

Progressive disclosure

The app reveals only the next meaningful step: Strategy Master, measures, playbooks, then add-ons.

Structured renderers

No raw chat dumps: tables, cards, checklists, and artifacts come from stable data objects.

Trust by design

Freshness, sources, versioning, and audit cues stay visible on every tile.

Primary audiences

Category Manager

Fast market visibility and reliable levers

Strategy Master, measures, and playbooks in one tile

Strategic Buyer

Negotiation and implementation levers

Validated measures plus add-on artifacts for real execution

CPO Office / PMO

A consistent operating model across categories

Comparable outputs, versioning, and KPI-ready usage

Commodity Lead

Decision-ready material on the go

PWA access, artifact library, and one-tap exports

From scope to artifact

Create tile

Choose a catalog scope or enter a custom commodity.

tile

Run Strategy Master

Generate a structured dossier for market view, trends, risks, and levers.

strategy_master_v1

Generate measures

Get exactly 10 validated measures with savings, P/E status, and tags.

measure_batch_v1

Deep dive with playbook

Create a localized deep-dive playbook for a prioritized measure.

playbook_v1

Derive artifact

Save and export an executive brief, ROI calc, or war-room plan.

artifact_v1

MVP modules

Scope Engine

MVP

Catalog selection, custom scope mode, locale switch, and validations.

Strategy Master

MVP

Market analysis, executive summary, risks, levers, sources, and freshness.

Idea Generator

MVP

Ten-item measure batches with savings, P/E status, and tags.

Artifact Library

MVP

Search, filter, read, export, and reuse per user.

Billing & Entitlements

MVP

One free tile, then paid unlocks for additional tiles.

Team Collaboration

Phase 2

Sharing, comments, and shared workspaces for teams.

Target architecture

Frontend

Next.js + React + Tailwind + PWA

A single codebase for marketing site, cockpit, and mobile web app.

Backend

TypeScript API + Prisma

Clear domain logic for tiles, artifacts, billing, and entitlements.

Database

PostgreSQL

Stable storage for users, tiles, versions, and artifacts.

Jobs

Trigger.dev oder Inngest

Reliable background jobs for longer AI workflows.

AI Runtime

Anthropic Messages API + Agent SDK

Structured outputs instead of open-ended chat sessions.

Payments

Stripe One-Time Payments

Clean one-time unlocks for early commercialization.

Commercial model

The tile is the UX, data, and payment object at the same time: one tile is free, every extra tile unlocks via one-time payment. The domain model stays ready for future team and subscription layers.

Launch KPI set

Activation rate

Tracks whether users reach their first real tile quickly.

Strategy completion

Shows how many tiles complete the core strategy workflow.

Measure deep-dive rate

Measures operational relevance beyond first-pass analysis.

Paid tile conversion

Shows whether the tile model converts into revenue.

Next sensible step

The cockpit already shows how product flow, versioning, and billing can feel. The tile detail page demonstrates the procurement experience in a buildable form.

Go to cockpit