Every channel in one place — real-time P&L, attribution, and AI drafting.
Decisions were scattered across five dashboards that never agreed. There was no single, trustworthy view of what made money.
The Data Warehouse is the backbone the other systems read from. It integrates Google Ads, Shopify, Medusa, PostHog and Pinterest, computes real-time P&L and attribution, watches tag health, and drafts outbound email with an LLM. It is the source of truth that lets agents and humans reason about the business from the same numbers.
Ads · Shopify · Medusa · PostHog · Pinterest
│ │ │ │ │
└──────┴───────┴────────┴─────────┘
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┌─────────────────────────────┐
│ Data Warehouse │
│ real-time P&L · attribution │
│ tag health · AI drafting │
└─────────────────────────────┘
│ read by
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agents · Ads-OS · the dashboards