AI for ecommerce finance operations with live business data
NeonPanel MCP gives Claude, Cursor, Viktor, and custom agents controlled access to the same ledger your accounting, inventory, and planning workflows already use.
AI grounded in operational facts
Questions about margin, inventory, fees, forecasts, and replenishment use live NeonPanel data instead of stale exports.
What this cluster owns
MCP access
External AI tools can query NeonPanel data through structured MCP tools.
Agent workflows
Role-specific agents can work from the same inventory and accounting ledger.
Live analysis
Teams ask questions against current operating data rather than offline CSVs.
Related NeonPanel pages
How to use this cluster
Use this pillar for MCP, Viktor, Claude, AI agents, operational intelligence, and AI-assisted finance operations articles.
Use this page as the commercial hub, then connect supporting blog posts, case studies, integrations, and comparison pages back here with descriptive anchor text.