PanlyackERP: From Invoice to Inventory, Accounting and Cash

说明与用途

PanlyackERP 通过一次审核的发票，原子性地更新库存、会计和现金记录，确保一致性、幂等性和不可变性。

问题

In a small business, a single purchase is often entered four times—into an invoice folder, a stock sheet, a cashbook and a ledger—creating opportunities for inconsistent records.

结果

PanlyackERP demonstrates that a single reviewed invoice can be used to atomically update inventory, accounting and cash records, providing guarantees of atomicity, gating, idempotency, exactness and immutability. Small‑model experiments show potential for lightweight inference on consumer hardware.

工作流

• Capture invoice image or PDF
• AI pipeline (EasyOCR + Gemma 3 4B) proposes draft fields
• Human reviewer confirms or corrects draft and approves
• Database posts stock, journal entries, payments and audit record in one transaction

证据

In a small business, one purchase is often typed four times: into an invoice folder, a stock sheet, a cashbook and a ledger.

来源

Capture the invoice once. A local AI pipeline proposes its fields, a person confirms them, and a single database transaction posts stock, accounting entries and payments together.

来源

The posting workflow gives five concrete guarantees: Atomic, Gated, Idempotent, Exact, Immutable.

来源

Recognition (EasyOCR and a locally served Gemma 3 4B model) turns an invoice image or PDF into draft fields; a person reviews and confirms them; a deterministic PostgreSQL transaction then updates inventory, the double-entry journal and cash at the same time.

来源