Deal Intake and Document Parsing

Turn the Messy Packet Into a File Before You Read It

The pipeline stops being a thing you maintain and becomes a thing you read.

It runs in the systems you already have

  • Google Drive
  • Notion
  • Slack
  • Google Sheets
  • Jira
What it looks like

Deal Intake and Document Parsing, once it is built.

You ask in your own words. It does the work in the systems that already hold it, and tells you what it changed.

Anything come in overnight?

One packet from Ardsley. Parsed and filed:

  • 18 fields extracted, each linked to the page it came from
  • Pipeline record created and populated
  • 2 gaps — no insurance binder, no signed rent roll

The two gaps are flagged, not chased. Whether this file is worth chasing is a credit call.

How it gets built

Connect, describe, run.

The same three steps whatever the process is.

  1. 01

    Connect

    The agent is wired into the systems the work already lives in. Nothing moves and nobody learns a new tool.

  2. 02

    Build

    The rules are described rather than drawn, in the words you already use to make the call.

  3. 03

    Run

    It runs on its own and hands back the decisions that need a person. The handover is designed, not left over.

Questions

What people ask about deal intake and document parsing

How accurate is the parsing?
Accurate enough that the work becomes review rather than entry, and every extracted field links back to the page it came from. A number with no way to check it is a number nobody should sign off.
What happens when something is missing?
It is flagged as a gap. Whether an incomplete file is worth chasing depends on the relationship and the deadline, and both live with a person.
Does it handle formats we have not seen before?
It reads the document rather than a template, so a new format is not a new build. Where it is unsure, it says so rather than guessing.

Pick this one, or the one costing you more.