Turn Every Field Service Task into Organisational Knowledge with ServiceNow AI
Field service technicians rarely work from a desk. They're travelling between customer sites, troubleshooting equipment, performing repairs, replacing parts, and documenting work completed throughout the day. While resolving issues is the primary objective, documenting the work performed is often the most time-consuming part of the process.
Many organisations struggle with:
- Inconsistent closure notes
- Poor work order documentation
- Missing knowledge capture
- Limited knowledge sharing across teams
- Valuable field experience remaining trapped inside individual work orders
This is exactly where ServiceNow Now Assist for Field Service Management (FSM) delivers significant value. By leveraging Generative AI, Now Assist can automatically generate closure notes, summarise conversations, and create knowledge articles directly from completed work orders. The result is faster task completion, improved documentation quality, and continuous knowledge creation from everyday field activities.
In this guide, we'll walk through how Now Assist for Field Service Management works, how to configure it, and how organisations can use it to improve operational efficiency.
What is Now Assist for Field Service Management?
Now Assist for Field Service Management is a Generative AI capability within ServiceNow that helps field technicians reduce manual administrative work. Rather than requiring technicians to manually write detailed closure notes or create knowledge articles from scratch, Now Assist automatically generates content using:
- Work order descriptions
- Work notes
- Technician comments
- Activity streams
- Customer conversations
- Related work order history
This allows technicians to focus on resolving customer issues while AI handles much of the documentation process.
Key Capabilities of Now Assist for Field Service Management (FSM)
Now Assist for Field Service Management helps field technicians spend less time on administration and more time solving customer issues. Instead of manually writing lengthy notes or creating documentation after every job, AI can automatically generate useful content using information that already exists within the work order. This improves productivity, creates more consistent records, and helps organisations capture valuable knowledge from work completed in the field.
Work Order Task Summarisation
One of the most valuable capabilities of Now Assist for FSM is Work Order Task Summarisation. When a technician completes a job, the AI automatically generates closure notes by analysing information that has already been recorded throughout the service process. This includes work order descriptions, technician notes, activity streams, customer conversations, and comments added during the task.
Rather than spending time manually writing detailed closure notes, technicians can review the AI-generated summary and add it directly to the work notes. This helps ensure documentation remains accurate, consistent, and complete while allowing field agents to close tasks much faster, whether they are working from a desktop workspace or using the mobile app in the field.
Knowledge Article Generation
Now Assist also helps organisations build and maintain a stronger knowledge base through Knowledge Article Generation. After a work order has been completed, technicians can generate a draft knowledge article directly from the work order task with just a few clicks.
The AI reviews the completed work order, identifies the issue that was resolved, extracts troubleshooting steps, and creates a structured draft article. It can also identify and suggest related work orders to enrich the content and provide additional context. The resulting article is presented to the technician for review and editing before being submitted through the normal approval process.
This capability makes it much easier to capture valuable lessons learned from real-world service activities. Over time, organisations can build a richer knowledge base that helps technicians resolve future issues more quickly and consistently, while reducing the risk of important knowledge being lost.
Business Benefits of Now Assist for FSM
Organisations implementing Now Assist for Field Service Management typically see improvements in:
Faster Work Order Closure: Technicians spend less time on documentation of completed work.
Consistent Documentation: AI-generated summaries create standardised closure notes across teams.
Improved Knowledge Capture: Field knowledge becomes organisational knowledge.
Reduced Administrative Burden: Less typing means more time spent helping customers.
Better Future Issue Resolution: Knowledge articles generated from actual field cases improve future troubleshooting efforts.
Step 1: Verify Now Assist Licensing and Prerequisites
Before configuration begins, verify that your organisation has:
- ServiceNow Field Service Management
- Now Assist entitlement
- Generative AI Controller enabled
- Appropriate user roles for FSM administration
Depending on your ServiceNow release and licensing model, additional AI entitlements may be required.
Step 2: Activate Required Now Assist Plugins
Navigate to: Application Manager → All Applications
Search for:
- Now Assist
- Field Service Management
- Generative AI
Install any required plugins that support Now Assist skills within FSM.
Once installed, allow plugin activation to complete before proceeding.
Step 3: Open the Now Assist Administration Console
Navigate to: Now Assist Admin Console or Now Assist → Skill Management
This is where administrators activate and manage AI skills across ServiceNow workflows. Available skills vary depending on licensed products.
Step 4: Enable Work Order Task Summarisation
Locate the FSM skill: Work Order Task Summarisation
Activate the skill.
This capability allows technicians to:
- Generate closure notes
- Summarise work order activity
- Summarise customer conversations
- Create work note summaries directly from mobile or workspace interfaces
Once activated, users will see AI summarisation options within supported FSM experiences.
Step 5: Enable Knowledge Article Generation
Next, activate: Knowledge Article Generation
This skill enables technicians to:
- Create draft knowledge articles from completed work orders
- Use related work order history
- Generate issue descriptions
- Draft resolution procedures
- Build reusable knowledge content
This significantly reduces the effort required to maintain a high-quality knowledge base.
Step 6: Configure Knowledge Base Settings
Navigate to: Knowledge Management → Knowledge Bases
Select the knowledge base where generated articles should be stored.
Examples include:
- Field Service Knowledge Base
- Technical Support Knowledge Base
- Customer Support Knowledge Base
Administrators can also define:
- Article templates
- Approval workflows
- Publishing processes
- Review requirements
This ensures AI-generated content follows governance standards.
Step 7: Test Mobile Agent Summarisation
Open the Field Service Mobile Agent App. Navigate to:
- Work Orders
- Customer Conversations
- Activity Streams
Users can generate summaries by:
- Opening a conversation
- Selecting Summarise
- Using the "/summarize" command
Now Assist analyses the conversation and produces a concise summary.
The technician can then:
- Share to work notes
- Post to activity streams
- Include in closure documentation
This is particularly valuable for technicians working remotely.
Step 8: Generate a Knowledge Article from a Completed Work Order
Open a completed Work Order Task.
Select:
Create Knowledge
Choose:
- Knowledge Base
- Article Template
Select:
Draft with Now Assist
Now Assist will:
- Analyse the work order
- Identify relevant information
- Suggest similar tasks
- Generate a draft article
The technician can review and edit the content before submission.
Step 9: Review and Approve Knowledge Content
Before publication, generated articles should pass through standard governance workflows. Knowledge managers can:
- Edit content
- Improve formatting
- Verify accuracy
- Approve publication
This ensures quality control while still benefiting from AI-assisted content creation.
Real-World Example
Imagine a field technician resolves a recurring equipment fault. Traditionally, they would:
- Write closure notes manually
- Create a knowledge article separately
- Spend additional time documenting the repair
With Now Assist:
- Closure notes are generated automatically
- Customer conversations are summarised
- Knowledge articles are drafted automatically
- Related work orders are analysed
- Documentation effort is dramatically reduced
The technician spends less time typing and more time helping customers.
Final Thoughts
Field service organisations generate enormous amounts of operational knowledge every day. Unfortunately, much of that knowledge never makes its way into documentation systems. Now Assist for Field Service Management changes that. By automatically generating closure notes, summarising conversations, and creating knowledge articles directly from completed work orders, organisations can improve productivity while simultaneously building a stronger knowledge ecosystem.
As ServiceNow continues expanding its AI capabilities, field service teams are becoming one of the biggest beneficiaries of enterprise-grade generative AI. The future of field service isn't simply faster repairs. It's smarter documentation, better knowledge sharing, and AI-powered operational efficiency.
Key Takeaways
1. AI eliminates repetitive documentation work.
Now Assist automatically generates closure notes and summaries, allowing technicians to focus on customer service rather than paperwork.
2. Every completed work order can become organisational knowledge.
AI-generated knowledge articles help capture valuable field experience and make it reusable across the enterprise.
3. Better documentation leads to better service outcomes.
Consistent notes, searchable knowledge, and faster issue resolution improve both technician productivity and customer satisfaction.
