Knowledge & data

Document and intake extraction

PDFs, forms, emails and transcripts turned into structured records — names, dates, amounts, decisions — queued for a person to approve before they land anywhere.

What you get

Each deliverable names the format it arrives in. These are the formats the stack produces today.

  • Extraction schema

    Fields and rules

  • Review queue with confidence per field

    On the platform

  • Approved records exported to your system

    CSV or API

How it works

  1. 1

    Define the record

    Which fields, from which documents, into which system.

  2. 2

    Extract with confidence

    Each field carries a confidence score; low-confidence fields are flagged.

  3. 3

    Approve and export

    A person approves each record; approved records are exported.

Where it fits

The teams whose pages list this capability.

What runs where

On the platform

  • Smart Ingestion and the review queue run on the platform

Built for you

  • Schema, export format and the connection to your system

What stays under your control

The promises that hold on every engagement, and the ones we do not make on this one.

On every engagement

  • Outputs cite the document or conversation they came from, so a person can check before acting.
  • A person approves anything that reaches a customer or writes to a system of record.
  • Delivery is Slack, email or a document you own. Other channels are not offered.
  • Fixed price, agreed before we start. Nothing numeric is published on this site.

The work runs on the TurnkeyGTM platform where it fits, and on plain software where it does not.

Not promised here

  • Nothing is written to a client system without the approval step.
  • Formats are the ones the platform reads today; unusual formats are scoped first.

Questions we get asked

How an engagement runs

One call to scope it, one fixed price to approve, one build you can trust before it goes live, then a handover.

The full process
  1. 1

    Scope the work

    A thirty-minute call on what your team does by hand every week, where the information lives, and who needs the output.

  2. 2

    Fixed price, ROI up front

    You get a written proposal with a fixed price and an honest estimate of the hours it gives back.

  3. 3

    Build beside your process

    We design and build the automation and run it next to the manual version until the outputs match and you trust them.

  4. 4

    Hand over, keep it running

    Documentation and runbooks so your team owns it.

Tell us where this fits in your week.

A thirty-minute call is enough to scope it. Fixed price, agreed before we start.