SecondState——如果 Hebbia 从原始 ERP 数据起步会怎样？

Hi HN, I have been tinkering on a project for quite some time now.Most AI finance tools begin after the data is ready.Financial Diligence and audits don’t.I built SecondState to start one layer earlier.The interesting pieces: - Agentic data transformation: It has kind of cursor for “data engineers” : you declare what you want and the agent builds the DAG and materialize it with a human-in-the-loop approval gate. - Just-in-time Analytics: once you have some clean data, you can ask whatever question and it builds a dashboard on demand, helping users narrow the aperture on what’s valuable to look at.

The problem originates from my previous experience at a BIG 4 : Every deal starts with a data room: General ledgers.Accounting records.Contracts.Financial statements & Endless spreadsheets.And before anyone can understand operate on top, a loot of offshore teams in poor countries have to reconstruct it by hand and inject it into a dashboard.Does this kill Hebbia?No.But I think the winning platform for high-stakes financial work will need to do more than RAG and knowledge graphs.