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ERP AI LayerE-COMMERCE ANALYTICS

Replaces Fivetran · Snowflake · dbt · Looker

Know which orders
actually make money.

Your ERP books revenue and product cost. It does not book outbound freight, payment fees, marketplace commission, pick-and-pack, or the eventual cost of a return — which on a DTC line routinely total 18–30% of net revenue.

This decomposes all seven, per order line, and reports true contribution margin.

194
governed metrics
10
role dashboards
7
source systems

Landed cost, per order line

  • 01Product cost
  • 02Inbound freight
  • 03Outbound shipping
  • 04Payment fees
  • 05Marketplace commission
  • 06Pick & pack
  • 07Returns provision

= Contribution margin

Green rows are the six your ERP does not give you.

Two ways in

Explore the seeded workspace

No password

Northwind Commerce — 24 months of synthetic orders, returns, inventory, purchase orders and marketing spend. Pick a role from a dropdown, land on that role’s dashboard, configure nothing.

One shared tenant, so treat anything you save in it as public. The numbers are realistic, not real.

Open the demo

What you get

  • Governed metrics

    194 definitions in one catalog. Every dashboard, export, alert and assistant answer compiles from the same one, so two screens cannot disagree about what gross margin means.

  • Persona dashboards

    10 role dashboards — CFO, supply chain, fulfilment, merchandising — rendered from declarative specs, so a role’s home screen is data rather than a code change.

  • The assistant

    Ask in English. It plans a validated query against the catalog and never writes SQL, so it cannot invent a table or reach data you could not already see.

  • Currency that ties out

    Uses the exchange rate your own ledger posted, not one of ours. A rate we chose would be defensible, independently sourced, and would not reconcile with your GL.

  • Alerts that reach someone

    Thresholds and statistical anomalies, delivered by email, Slack or webhook — once per incident, not once per evaluation.

  • Isolation by policy

    Every tenant-scoped table enforces row-level security in Postgres, so a workspace boundary is a database policy rather than a WHERE clause somebody has to remember to write.

Reads from

  • Business Central
  • NetSuite
  • Acumatica
  • Shopify
  • Amazon SP-API
  • CSV / Excel
  • REST

Every feature, free while we are in early access.

No card, no limits, no metering. Connect a source and see your own contribution margin — or open the demo and see somebody else’s first.