AI operations

AI for ecommerce finance with live ledger data

NeonPanel MCP gives Claude, Cursor, Viktor, and custom agents controlled access to the ledger your accounting, inventory, and planning already use.

Unified system

  • Accounting
  • Inventory
  • Forecasting
  • AI access

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AI grounded in operational facts

Questions about margin, inventory, fees, forecasts, and replenishment use live NeonPanel data instead of stale exports.

Core capabilities

MCP access

External AI tools query NeonPanel through structured MCP tools.

Agent workflows

Role-specific agents run on the same inventory and accounting ledger.

Live analysis

Questions run against current operating data—not offline CSVs.