โ— Beta ยท Tier 1 Platform
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POD Velocity OS

AI-Operated Print-on-Demand Operating System

A complete POD operating system that runs as both a human cockpit and an agent-callable service. Plug in your keys, and an AI agent operates the business end to end โ€” concept to product to listing to fulfilled order.

What it does

Three surfaces. One stack.

POD Velocity OS is a shippable product โ€” Next.js 16, Prisma, multi-tenant, DGX-deployable. It runs your print-on-demand business across three surfaces simultaneously: a human operator UI, an MCP server with 37 tools, and a REST API with 44 endpoints. Everything an agent needs to operate the business is exposed; everything a human operator needs to oversee is in the cockpit.

Bundled integrations cover Printify, Etsy, Shopify, OpenAI/DALL-E, and Ollama. Risk and compliance checking runs on every AI output โ€” trademark, celebrity, and sensitive-term screens before anything ships to a marketplace.

Deploy on a customer's DGX Spark with a one-command installer. Multi-tenant by default โ€” every owned model carries a tenant ID, every API key scopes to a tenant, every UI route resolves the active tenant via cookie.

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Human cockpit UI

17 routes covering niches, concepts, prompts, products, orders, listings, trends, and settings โ€” designed for an operator who wants to see what the agent is doing.

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MCP server (37 tools)

Full Model Context Protocol surface so any agent can operate the business โ€” niche generation, product creation, order management, trend lookup, listing publication.

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REST API v1 (44 endpoints)

Bearer-token auth, sha256-hashed keys, in-memory rate limit, OpenAPI 3.0 spec. Exactly what you'd want from a multi-tenant SaaS.

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Multi-tenant by default

Every model has tenantId. Composite unique keys scoped per tenant. Cookie-based tenant switcher in the UI. Cross-tenant safety in every update and delete.

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Compliance checker

Trademark, celebrity, and sensitive-term checks on every AI output. RiskLevel + notes attached to every generated concept before it gets near a marketplace.

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Order & margin tracking

Full order lifecycle from PENDING through SHIPPED/DELIVERED. Per-line price + cost in cents, margin per item, total per order.

Stack & deployment

The architecture, plain.

Frontend & backend
Next.js 16 + App Router

TypeScript, Tailwind, shadcn/ui (new-york), Prisma 5.22, Zod, React Hook Form, Framer Motion, Recharts, Sonner.

Next.js 16Prismashadcn/ui
Database
SQLite (dev) / Postgres 16 (prod)

Schema duplicates in prisma/schema.postgres.prisma for prod. JSON fields stringified on write, parsed on read.

SQLitePostgres 16
AI providers
OpenAI or Ollama (your call)

Default OpenAI (gpt-4o text, dall-e-3 images). Alt provider routes to local Ollama via OpenClaw โ€” no API key needed for local.

OpenAIOllamaDALL-E 3
Marketplace integrations
Printify ยท Etsy ยท Shopify

Printify catalog sync, Etsy OAuth + order sync, Shopify OAuth per-shop. Graceful degradation to local drafts when keys aren't set.

PrintifyEtsy OAuthShopify
Deployment
Docker on DGX Spark

Multi-stage Dockerfile, docker-compose with Postgres 16 + optional Ollama with NVIDIA GPU reservation. scripts/install-dgx.sh for one-command install.

DockerDGX SparkSystemd
Trend data
Google Trends + mock fallback

Unofficial Trends endpoints with hash-seeded deterministic mock fallback. Etsy keyword data via mock-only generator.

Google TrendsMock Fallback
Built for

Who this fits.

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Solo POD operators ready to ship multi-store

If you're running Printify + Etsy + Shopify manually and the operational ceiling is your time, the agent-operable surface lets you scale across niches and stores without scaling headcount.

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POD agencies running multi-client

Multi-tenant from day one. Every customer is a separate tenant; their products, orders, and API keys are isolated automatically.

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Operators who want their own AI agent in the loop

Bring your agent (Claude, GPT, your own). Connect via MCP. Hand it the business. The 37 tools cover everything from concept generation to order fulfillment.

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Brand-safety-conscious operators

The compliance checker runs on every AI generation. Trademark, celebrity, and sensitive-term screens before anything reaches a marketplace.

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Want POD Velocity OS running for you?

Book a 30-minute call. We'll walk through your current POD operation, scope a deployment, and either ship you the SaaS instance or install on a DGX appliance you own.