Our stack is selected based on Hard Engineering Constraint Analysis, rejecting "easy" tools for scalable ones.

The "Hybrid" Architecture

We utilize a split-brain orchestration strategy to bypass standard SaaS limits:

• Real-Time: Shopify Flow handles 1-to-1 events (e.g., Order Created, Low Stock).
• Batch Processing: n8n (Self-hosted) handles high-volume tasks.
  Reasoning: Bypasses Shopify Flow's "100-item get_data limit" and manages Klaviyo's "50 RPS" rate limit via custom queues.
• Intelligence: Gemini 3 Pro via Vertex AI for deep reasoning on datasets >1M tokens.
• Supply Chain: DSers Pro for handling up to 75,000 SKUs and bulk order execution.