
The AI Data Agent: Connecting Orders, Customers, Products and Inventory (2026)
An associate asks "can we ship this SKU on this order?" and jumps five UIs. Six named read tools, evidence on every fact, row cap 25 — not a warehouse chatbot.
Tagged

An associate asks "can we ship this SKU on this order?" and jumps five UIs. Six named read tools, evidence on every fact, row cap 25 — not a warehouse chatbot.

Price, stock, and customer records still drift after publish. Run 6 checks in a worker. The model investigates only if you add it.

Monday, the planning table. An agent explains the number a stats model already owns. Sample horizon is 28 days. A buyer still signs the PO.

Someone logs into Looker at 8:12 because something felt off. Pick one signal domain. Detect in code. Cap the live page list. The daily brief stays at five — this is always-on.

Forty zaps, one chatbot per OMS code, two refunds on one order. One investigator loop this week. Tools per class. Investigate and recommend. The ~$791/mo platform cost floor at 50,000 sessions is planning cost, not holds closed.

Monday, the aisle and the open POs. An agent ranks reorder, wait, stockout, or excess. Sample cover at 5 days is a fixture. A buyer still sends the PO.

Merch features last week's revenue heroes. ERP cost is empty. Fill the margin contract first — unknown if cost is missing, not a ranked profit list. The ~$791/mo platform cost floor at 50,000 sessions is planning cost, not margin found.

Beautiful sales tile while advertised ATP=0 still spends. Named feeds. Rank by blast radius. Cap the now-list at seven. The tower cannot write. Do not start a fleet.

Checkout worked, then payments, stock, or fraud said no. An agent investigates; refunds and cancels wait for a person. Planning silhouette ~$791/mo at 50K sessions — not a client refund KPI.

Merch Slack says take 10% off a MAP SKU. This week: Maintain, Increase, Decrease, Promote, Bundle, or Clear — no updatePrice. Baymard 70.22% is checkout abandonment, not pricing ROI.

A missing care line or a $0 price is a chargeback, not a content nicety. The agent drafts. A merchandiser publishes. Run 10 products this week. We are not publishing a completeness score.

Before a copilot picks a winner, your SKUs have to be comparable. Baymard still puts cart abandonment at 70.22%. This is a merchant audit — missing fields, mixed units, lying facets — not a strategic keynote.