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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 It In Action

Watch AI process an incoming work order and trigger automated dispatch

Incoming Work Order

PDF Attachment

Work Order

Walmart FM #9921

PRIORITY

Location

Walmart Store #402, Dallas, TX

Description

Bakery Freezer leaking water. Slip hazard. Requires immediate attention.

Commercial Terms

NTE (Not to Exceed): $500.00
Response SLA: 4 Hours

Contact: John Martinez (Store Manager)

Phone: (214) 555-0142

Smart Extraction

Customer-
Problem
-
Limit-
Deadline-

Commercial Logic Check

Is Urgency "Critical"?
Is Limit > Est. Cost ($300)?
Tech available within SLA?

Workflow Triggered

Waiting for logic validation...

The Problem With Manual Document Processing

x

Staff manually re-type work order details from PDFs and emails

x

Price caps and SLAs get missed - leading to margin erosion

x

Hours delay between document arrival and job dispatch

x

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 Document Intelligence Works

From email attachment to dispatched job in under 60 seconds

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

Smart Extraction

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

3

Logic & Dispatch

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

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.

Document Intelligence Results

60sec

Document to Dispatch

98%

Extraction Accuracy

Zero

Manual Data Entry

100%

NTE Compliance

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

Explore More AI Agents

Document Intelligence works seamlessly with our other intelligent agents

Voice Agent

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.

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 photos and on-site video 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 Services

Evaluating Fieldproxy against another platform?

vs ServiceTitanHousecall Pro alternativeCompare with JobberSwitch from Workizvs BuildOpsFieldEdge alternativeCompare with Service FusionSwitch from ServiceM8
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Ready to turn paperwork into structured data?

Book a 20-minute demo and we'll show you this agent (and the rest of our AI Agents stack) tailored to your real workflows.

FieldproxyFieldproxy

Backed By:

Y Combinator

The AI-native field service management platform. Work orders, dispatching, invoicing, and more -- in one system.

Comparisons

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Industries

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