Autonomous B2B financial discrepancy resolution — from days to seconds. Built with Google ADK 2.0, Gemini 3, MongoDB Atlas MCP, and a 3-agent pipeline with Human-in-the-Loop approval.
One-click native integrations with SAP, Oracle, NetSuite, Microsoft Dynamics, Salesforce, and more. Plus over 6,000+ ERPs.
Empower your finance teams with 24/7 automatic reconciliation between current account statements, invoices, and bank statements—no need for manual cross-checking.
Recycle historical reconciliation patterns and accelerate your matching process with high-quality AI-powered discrepancy resolution.
Turn your existing financial data into actionable expertise across your pre- and post-reconciliation workflows. Drive better outcomes today.
Agent orchestration framework that coordinates multi-agent pipelines with built-in tool calling and state management.
LLM Reasoning For semantic analysis, inconsistency detection, and vector search queries.
Vector search and document storage with $vectorSearch, change streams, and serverless scaling for reconciliation data.
Model Context Protocol standardization for tool exposure via HTTP/SSE transport with JSON-RPC handshake.
Async Python backend handling concurrent agent runs, real-time SSE streams, and non-blocking database operations.
React App Router with server components, streaming SSR, and interactive dashboard for human-in-the-loop approval.
Serverless container deployment with auto-scaling, zero cold starts, and pay-per-request billing on Google Cloud.
Open source license enabling commercial use, modification, and distribution with full patent protection.
Lumina is completely open-source because financial automation demands absolute certainty. We believe software handling enterprise ledgers should be fully inspectable, self-hostable, and secure. Audit the stack, extend the agents, and retain total custody of your financial intelligence.
@burakmizan/lumina|0