DataRiver – Bank statement parsing using a private AI model

https://www.datariver.co

by sandra_vu • 6 months ago

8 7 6 months ago

sandra_vu3• 6 months ago

Hi HN,

We’re building DataRiver, a tool that converts PDF bank statements into structured, Excel-ready data (transactions, balances, dates), with a strong emphasis on privacy.

Unlike generic PDF extractors, DataRiver runs on a privately developed AI model trained specifically on bank statement layouts. Uploaded files are processed by our own model and are not sent to third-party LLM APIs, nor reused for training.

This approach came from working with sensitive financial data where accuracy and data isolation matter more than general-purpose flexibility. Many real-world statements include inconsistent tables, wrapped descriptions, or mixed formats that break rule-based tools.

Key points:

Private, domain-specific model for financial statements

High accuracy on messy, multi-column PDFs

No reuse of customer data for training

Files processed transiently and not stored long-term

DataRiver is used by accountants, auditors, and founders who need clean data without risking data exposure.

We’d appreciate feedback from anyone dealing with financial PDFs, especially on edge cases, privacy expectations, or compliance requirements.

Link: https://www.datariver.co

Happy to answer questions.

Ivan2025• 6 months ago

Looks accurate. Will use more in our workflows. Hopefully no issues

danhhong• 6 months ago

Look very good

sandra_vu3• 6 months ago

thank you anh Danh

realtimex• 6 months ago

by private AI - can I run it on my own computer?

sandra_vu3• 6 months ago

yes you can, please write me at sandra@koi-capital.com for enterprise pricing.

Atod1985• 6 months ago

Amazing tool for simplifying your work!

DataRiver – Bank statement parsing using a private AI model

Related Stories