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Document Intelligence Agent

PDF to Workflow Automation - Zero Manual Entry

Work orders arrive by email, fax, or portal. Our AI reads them instantly - extracting customer info, problem descriptions, SLAs, and price limits. Then it decides: accept, escalate, or flag for review.

See Document Intelligence In Action
Work-order intake · Document IntelligenceReading PO

Northwind AP · PO NW-PO-7730, Q4 PPM for 3 sites

to workorders@meridian · 10:41 AM

NW-PO-7730.pdf
NP

NORTHWIND PROPERTY GROUP

Facilities procurement

PURCHASE ORDER

PO number

NW-PO-7730

Date

22 Sep 2026

Contract ref.

MSA-2291

Vendor: Meridian Facility Services · Vendor no. 00418

Service sites

1. Riverside Plaza, Boston MA

2. Harbor Point, Quincy MA

3. Elm Street Depot, Cambridge MA

Service window

1 Oct to 31 Oct 2026

DescriptionQtyUnitAmount
Quarterly HVAC PPM, per site3$4,200$12,600
Filter replacement, per site3$850$2,550
Subtotal$15,150
NOT TO EXCEED$18,400

Terms: Net 30 · Invoice against PO, one invoice per site

Approved by K. Adeyemi, Facilities Director

Page 1 of 1

Extracted record

Purchase order NW-PO-7730

PO number
Contract
Sites
Service window
Line items
NTE
Contract MSA-2291 active, all 3 sites on it
NTE $18,400 covers $15,150 of lines
Service window inside the contract term
WO-90533 created · 3 PPM visits against MSA-2291

Intake today

NW-PO-7730 · purchase ordertoWO-90533 · 3 visits
WC-1184 · warranty claimtoWO-90534 · warranty

Two documents in, two jobs out.

Checked against the contract first. Nobody re-typed a field.

One work order

See It In Action

Watch AI process an incoming work order and trigger automated dispatch

Incoming Work Order

Work Order · PDFPRIORITY

Location

Northwind Property Group, Harbor Point

Description

Freezer leaking water. Slip hazard. Requires immediate attention.

NTE (Not to Exceed): $500.00

Response SLA: 4 Hours

Smart Extraction

CustomerNorthwind · Harbor Point
ProblemCritical · Freezer Leak
Limit$500.00
DeadlineToday, 2:00 PM

Commercial Logic Check

Is Urgency "Critical"? YES
Is Limit > Est. Cost ($300)? YES
Tech available within SLA? YES
AUTO-ACCEPT & DISPATCH

Workflow Triggered

Job created in system
Dispatched to nearest tech
Alert sent: "Note Price Cap of $500"

The Problem With Manual Document Processing

  • Staff manually re-type work order details from PDFs and emails
  • Price caps and SLAs get missed - leading to margin erosion
  • Hours delay between document arrival and job dispatch
  • Typos in addresses cause missed appointments

The Document Intelligence Solution

  • AI reads and extracts all fields automatically from any format
  • Highlights NTE limits and SLA requirements for techs
  • Instant job creation and dispatch - minutes, not hours
  • Address validation ensures techs arrive at the right location

How it works

How Document Intelligence Works

From email attachment to dispatched job in under 60 seconds

  1. 1

    Document Arrives

    Work order lands in email, FM portal, or shared inbox. AI automatically detects new documents and begins processing - no human trigger needed.
  2. 2

    Smart Extraction

    AI identifies and extracts: customer name, location, problem description, urgency level, NTE amount, SLA deadline, and special instructions.
  3. 3

    Logic & Dispatch

    Business rules check profitability, tech availability, and SLA feasibility. If approved, job is created and dispatched automatically with all extracted details.

Formats

Supported Document Types

Process any format your customers send

PDF Work Orders

FM platform exports, customer-generated orders, and standardized forms. Any PDF layout supported.

Email Requests

Plain text emails, HTML emails with embedded details, and email threads with conversation history.

Scanned Documents

Faxed orders, handwritten notes (if legible), and photographed paperwork. OCR handles it all.

Contracts & Proposals

Extract terms, pricing, and scope from multi-page contracts. Identify key obligations and deadlines.

Inspection Reports

Third-party inspection results, compliance reports, and audit findings. Auto-create follow-up work orders.

Purchase Orders

Vendor POs, customer POs, and approval documents. Match to jobs and track commercial terms.

Results

Document Intelligence Results

60sec

Document to Dispatch

98%

Extraction Accuracy

Zero

Manual Data Entry

100%

NTE Compliance

Your rules

Smart Business Logic

AI applies your rules before accepting work

Profitability Check

Is the NTE limit sufficient to cover estimated costs? AI compares historical job costs to quoted limits before accepting.NTE: $500Est. Cost: $300Auto-Accept

SLA Feasibility

Can we meet the response time requirement? AI checks technician availability and travel time before committing.SLA: 4 HoursTech ETA: 2.5 Hours

Scope Validation

Is this work within our service capabilities? AI checks against your defined trade skills and certifications.HVAC: YesCertified Techs: 12

Urgency Assessment

Is this an emergency requiring immediate dispatch? AI identifies safety hazards and critical failures.Slip HazardPriority: Critical

The suite

Explore More AI Agents

Document Intelligence works seamlessly with our other intelligent agents

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Speech to structured data - hands-free field updates Learn more

Vision Agent

Image to form data - instant visual documentation Learn more

Knowledge Agent

AI-powered troubleshooting and diagnostics Learn more

Ready to Automate Document Processing?

See how Document Intelligence can turn incoming work orders into dispatched jobs in seconds.

Book Your Demo

Also works from ChatGPT, Claude and Copilot in Teams

Fieldproxy's MCP server lets your team run the day and change the software itself from the AI assistant they already use, with a confirm step before anything changes.

  • Photos and documents from ChatGPT, Claude or Teams
  • Connect ChatGPT, Claude or Copilot
  • Change the software by asking

Part of the Fieldproxy platform

Every agent runs on the same AI Agents stack

Voice, vision, dispatch, and knowledge agents all share one runtime, one schema, and one customization surface, describe what you want in plain English.

Pair this agent with

Most teams adopt one agent first, then layer in two or three more in the same week.

Vision Agent

Reads site photos to extract job context automatically.

Explore agent

Knowledge Agent

Surfaces the right SOP, manual, or playbook to the tech in real time.

Explore agent

Custom Agent

Describe the workflow you want and we build the agent that runs it.

Explore agent
See all Fieldproxy agents →

Works in every trade

Which industry are you running today?

HVACPlumbingElectricalFire & SafetyMechanicalSecurityRoofingPest ControlFacilitiesLandscapingEnergyField ServicesCleaningPool ServiceLawn CarePaintingHandymanFenceJunk RemovalProperty Maintenance

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Ready to turn paperwork into structured data?

Book a 30-minute demo and we'll show you this agent (and the rest of our AI Agents stack) tailored to your real workflows.

Try it yourself, free

Don't take our word for it. Run this AI on your own job, right now.

These free tools run the same AI capability on whatever you throw at them, no signup, no sales call.

Handwritten Notes → Typed Report

Photo of a paper job sheet in, clean report out.

Use it free

Knowledge Base Q&A

Upload your manual or SOP, ask it questions.

Use it free

Proposal & Scope-of-Work Writer

Messy field notes in, client-ready proposal out.

Use it free
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Industries

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