LedgerMind
An agentic financial OS — a virtual accountant, bookkeeper, analyst, and CFO in one.
LedgerMind is an agentic financial operating system for small businesses — a virtual accountant, bookkeeper, analyst, and CFO in one platform. Users upload receipts or connect Gmail, and a chain of AI agents categorizes expenses, detects fraud, and monitors budgets — with a strict design principle: numbers are computed by SQL/Python, and the LLM only classifies and explains.
Small businesses juggle receipts, bookkeeping, tax, and forecasting across disconnected tools — hours of manual data entry, and no early warning when fraud or budget overruns creep in.
A LangGraph-orchestrated agent pipeline runs per receipt — OCR, then human review if confidence is low, then accounting categorization, fraud detection, and budget monitoring. Business-level intelligence (GST, forecasting, CFO summaries) runs on demand. A durable Postgres checkpointer makes every workflow resumable, pausing for human-in-the-loop review when needed.
- 1Keeping financial numbers exact — deterministic SQL/Python, never the LLM.
- 2Durable, resumable agent workflows with human-in-the-loop checkpoints.
- 3Securely ingesting real data (Gmail OAuth) with row-level security and audit logs.
- Deterministic by design: numbers via SQL/Python, LLM only classifies & explains.
- LangGraph durable Postgres checkpointer with human-in-the-loop review.
- 108 live tests against real Supabase infra — auth, RLS, agents, durability.
- Provider-swappable LLM (Anthropic / OpenAI / NVIDIA NIM) + Gmail ingestion.