Agent Run AppsEXAMPLE 10 / DOCUMENT INTAKE

AUTOMATION EXAMPLES / The work keeps coming back

10 / CUSTOM STARTING POINT

Document Intake

Documents extracted, checked, named, filed, and routed with the source preserved.

Invoices, forms, applications, photos, and PDFs arrive in different formats and somebody manually turns them into usable records.

BUSINESS LANE / The work keeps coming back

DELIVERY / BUILT AROUND YOUR BUSINESS

Open the interactive example

ONE POSSIBLE VERSION

The recurring pass stops depending on memory.

The intake system watches the agreed source, extracts structured facts, checks required fields and duplicates, files the original, prepares the destination record, and routes only exceptions. The exact triggers, actions, tools, and approval boundaries would be mapped from how your business works today.

BEST FOR
  • Back offices
  • Property teams
  • Professional services
  • Vendors and purchasing
BUSINESS OUTCOMES
  • Faster intake
  • Fewer missing fields
  • Consistent file names
  • Source-linked records
CONNECTED SYSTEMS
  • Email or upload folder
  • Drive or Box
  • CRM or accounting
  • Spreadsheet or database
  • Approval destination

RUN AN ILLUSTRATIVE JOB

See the pattern—not a promised dashboard.

This safe interface explains the trigger, actions, evidence, and human stop using fictional records. A client version is custom and normally runs through the tools the team already uses.

AR
Document IntakeBuilder workbench · fictional records
READY
01 / EVENT ARRIVES10:16:04
Accounts inbox

Invoice 88419 · Queen City Supply

A seven-line invoice arrives with a purchase-order reference, due date, freight charge, and PDF attachment.

  • PDF: 3 pages
  • Vendor: existing
  • PO-7115
This example changes no outside account. A client version would use the real trigger, accounts, records, and approval rules.
02 / SYSTEM DOES THE PASS0 / 4
  1. 01
    EXTRACTRead the document facts

    $4,286.72 · Aug 12 · PO-7115

    ○
  2. 02
    CHECKCatch duplicate or missing data

    No duplicate · all required fields present

    ○
  3. 03
    COMPAREMatch the purchase order

    7 lines match · $38 freight variance

    ○
  4. 04
    FILEPrepare the destination record

    Original PDF · coding · approval packet

    ○
03 / HUMAN GETS THE DECISIONWAITING
RESULT

The result will appear here.

Run the example to watch the system complete the repeatable work and stop at the human boundary.

Vendor
—
Invoice
—
PO match
—
Exception
—
ONE HUMAN DECISIONBuilt only after the evidence is ready.
10 / EXAMPLE WORKFLOWOWNER TIME RETURNED · 8–15 minutes per documentThe interface is explanatory—not the deliverable

THE SAFE OPERATING ENVELOPE

Fast on the routine. Careful at the edges.

The goal is not maximum autonomy. It is the most useful level of autonomy the business can understand, test, and safely own.

RULE 01
  • Original document always preserved
RULE 02
  • Low-confidence fields clearly marked
RULE 03
  • No silent overwrite or duplicate creation
RULE 04
  • Sensitive document access follows existing permissions
A GOOD FIRST FIT

The same document types arrive repeatedly and there is a known good destination.

NOT THE PROMISE

The work requires professional interpretation rather than extraction, comparison, and routing.

IF WE BUILD YOUR VERSION

The implementation leaves with the keys attached.

The interface above is an explanatory example, not the deliverable. Your build lives in your tools, uses your accounts, follows your rules, and ships with enough documentation for a capable operator to understand it.

  1. Document schema
  2. Required-field rules
  3. Naming and filing map
  4. Confidence thresholds
  5. Exception queue
  6. Audit trail

DOCUMENT INTAKE / YOUR VERSION

Bring five examples of how this happens today.

I will map the normal path, the exceptions, and the human decisions, then tell you the smallest useful version worth proving.

Describe how it happens now Talk it through instead