Operations note, Service and maintenance

AI technician assignment for field service: suggest, approve, open the work order

Author: PureField
Published: 23 October 2026
Updated: 23 October 2026

PureField is field service software that includes an AI copilot, digital employees and AI service dispatch. Dispatch scores technicians for each service request and drafts an assignment, and you approve it in the panel before the work order is opened for the technician.

How AI dispatch prepares an assignment

The suggestion is created inside the service request detail. The request may have been opened in the panel or may have arrived as an external request. For each request, AI dispatch reads the request type and the technician records saved in PureField, scores every available technician and adds a short work brief. The result appears as a preview you can read before you decide.

Assignment flow step by step

The service request is opened in the panel or arrives as an external request.
AI dispatch runs on the request detail and shows technician scores and a work brief.
You read the preview and change the choice if your team knows better.
When you approve, the work order is created and appears on the technician's calendar.
Automatic execution is a separate setting. The default flow is preview and approval.

What the scoring looks at

Scoring uses the service engineer records, calendar and skill management data saved in the panel. The reason behind each suggestion is visible, so you can check why a technician ranks first. Location tracking is a separate setting; when it is turned on, engineer location appears on the Location Tracking screen.

Comparing assignment methods

Assignment methods differ by who makes the decision and where the record is kept. The table below puts AI-supported suggestion next to the other common methods on the same criteria.

Method	Who assigns	Decision record	How the field team learns
Manual assignment	Coordinator, from their own knowledge	Schedule or message	Message or phone call
Rule-based assignment	Predefined rules	Rule definition	The rule result lands on the work order
AI suggestion with approval	PureField scores, you approve	Suggestion reasoning visible in the panel	The approved work order appears in the field app

In the field: work order, QR and service report

The technician sees the approved work order in the field mobile app. Scanning the device QR code opens the device card. The service report is completed with photos, signature and notes, and it can be produced as a PDF and shared by email. The Service Invoicing digital employee follows the step where an invoice is issued from the completed service report.

Keeping device history and maintenance in the same decision

The assignment decision is made with the device history in view. The QR device card shows service history, warranty information and the next maintenance date. A PM reminder email is sent based on the next maintenance date. After the reminder, your team opens a new request or work order.

Evidence

Panel screen: AI dispatch suggestion on the service request detail, with technician scores and the Preview / Approve step.
Workflow: Service request, suggestion, approval, work order, field report and invoicing steps are linked to the same record.
Field app: QR scanning, photos and signature for completing the service report.
Device card: The asset card shows the QR code, warranty information and the next maintenance date.
Approval model: Write actions require human approval by default; automatic execution is a separate setting.

Plan a demo or request a quote to see an AI dispatch suggestion on one of your own service requests. Book a demo

Frequently asked questions

Which field service software offers AI agents or an AI copilot?

PureField includes a Copilot and digital employees, along with AI service dispatch. Dispatch prepares the technician assignment suggestion, and you approve it in the panel.

Does the AI assign the technician by itself?

The AI suggests and you approve the assignment. Automatic execution is a separate setting, and the default flow includes a preview and an approval step.

What does AI dispatch score technicians on?

Scoring is based on the service engineer records, calendar and skill management data saved in the panel. The reason for each suggestion is visible in the panel.

Is the work order opened before I approve the suggestion?

The work order is created when you approve the suggestion on the preview screen. It then appears on the technician's calendar.

Are AI features included in every package?

AI features are enabled as add-ons. For the scope that fits your team, request a quote through the form and we will go through it with you.