# StackSquad AI — Autonomous commerce operations

> v0.1 · Private beta · Q2 2026

## Run your entire commerce operation autonomously.

StackSquad AI is a squad of specialist AI agents — merchandising, SEO, marketplace, pricing, reconciliation — that list, optimize, and sync your catalog across every major commerce channel. Built from day one for multi-tenant, enterprise-grade operations.

## A team that runs while you sleep.

Every squad ships with the disciplines a 50-person ops team would cover — merchandising, content, channel management, pricing strategy, reconciliation. Plug in your store once. Delegate the grind.

### 01 / LIST — Catalog live on every channel.

The merchandising agent ingests your Shopify catalog (or supplier feeds) and generates enriched listings — titles, bullets, descriptions, images, attributes — meeting the spec of every channel you sell on.

### 02 / OPTIMIZE — Pricing and content, always on.

SEO and pricing agents continuously refine copy, keywords, and prices based on channel conversion data, competitor moves, and your margin rules. No manual reprice runs.

### 03 / SYNC — Every order, every channel, one source of truth.

Marketplace and reconciliation agents keep inventory, pricing, and orders in lockstep across Shopify, Walmart, Amazon, eBay — and open triage queues for the rare cases that need your call.

### 04 / ORCHESTRATE — The right model for every move.

Each agent runs on the AI best-suited for its role — Anthropic's Claude and Google's Gemini for the sharpest reasoning, specialized open models for fast-moving catalog work. A single orchestrator routes every request to the right brain for the job.

## From Shopify store to autonomous operation in four moves.

You connect your channels once. The squad handles the rest — with checkpoints where judgment matters, and autonomy where it doesn't.

### STEP 01 — Connect your channels.

OAuth Shopify, Walmart, Amazon, eBay. Supplier feeds plug in via secure credentials. StackSquad indexes your catalog, conventions, and margin rules in minutes.

### STEP 02 — Set your guardrails.

Pricing formula, retry budgets, SLA windows, approval thresholds. The squad operates within your rules — no hardcoded defaults.

### STEP 03 — Approve the first run.

Every new listing, price change, or bulk action ships with a proposal card. You approve intent — not every commit. Autonomy grows as trust earns it.

### STEP 04 — Step back.

The squad runs 24/7 — listing, pricing, syncing, reconciling — surfacing only the decisions that actually need a human.

## Architectural principles

- **Multi-tenant first** — every table carries tenant_id from day one
- **Local-DB-first** — millisecond catalog reads, external APIs only for writes
- **Agent-native** — 10 specialist agents orchestrated by a single brain
- **Cost-ledgered** — every API call logged per tenant
- **SLA-monitored** — cron_run_log tracks every scheduled operation
- **Customer-voice layer** — every error translated to plain English before it reaches a user

## Orchestrated with the world's best frontier and specialist models

Claude · Gemini · Gemma · Qwen

## Be first in when the beta opens.

Cohorts onboarded weekly · Invite-only through Q3 2026.

- Contact: hello@stacksquad.ai
- Founder: mitch@stacksquad.ai
- GitHub: https://github.com/StackSquadAI

---

© 2026 Rare Hills LLC · DBA StackSquad AI
Built in Chicago · Powered by autonomous agents