The Service Leader's Guide to Field Service Medical 2026

Learn which trends matter and where to find medical device service leaders sharing real results.
Joey Yazzolino
February 10, 2026
Want more of Neuron7?
Subscribe to our newsletter.

Trends Shaping AI and Service Transformation at FSM 2026

If you're headed to Field Service Medical 2026, taking place in Carlsbad, CA on February 23-25, you know AI and digital transformation will dominate the conversation. The challenge is figuring out which sessions will actually help you make progress in your service organization.

With dozens of talks to choose from, keep one question in mind: What did this team actually achieve, and how did they get there? Look for sessions with specific metrics, honest discussion of challenges, and realistic implementation timelines.

Here's a guide to the key trends at FSM this year, and where to find teams sharing real results.

Scaling AI: From pilots to measurable results

Sessions at FSM assume you're already exploring AI. The focus now is on what's working, where teams are seeing measurable impact, and how to scale.

Sessions to prioritize:

Predictive over reactive: The new service standard

The industry is shifting from reactive troubleshooting toward AI-driven predictive maintenance, failure prevention, and automated diagnostics.

Sessions to prioritize:

Change management: The human side of AI adoption

The biggest barriers to AI success are organizational. Getting frontline buy-in, managing change, and proving value to skeptical stakeholders are critical to moving from pilot to scale.

Sessions to prioritize:

Building the infrastructure AI needs

AI is only as good as the data and knowledge it can access. Sessions cover how to structure service data, capture tribal knowledge, and build the foundation AI needs to deliver accurate guidance.

Sessions to prioritize:

Keynote Panel: Inside operational playbooks that work

Monday, Feb 23 | 9:10-9:50 AM

Join us for the keynote panel discussion with service leaders from Karl Storz and TransLogic as they share the operational playbook behind service level improvements in patient-critical environments, including what worked, didn't work, and how to accelerate adoption with frontline teams.

Visit us at FSM!

Ready to see how agentic AI works for medical device service?

  • Get in touch before the event and we'll help you identify the sessions most relevant to your goals.
  • Stop by the Neuron7 booth (#200) to see a live demo of our purpose-built, agentic AI solution in action.
  • Join the Neuron7 Cocktail Reception on Tuesday, Feb 24 from 5:30–8:30pm. Register here to connect with service leaders in a relaxed, rooftop setting.

Frequently asked questions

What makes Neuron7 different from other AI tools for service?

Neuron7 differs from other AI tools for service by building a Service Expertise Graph from actual case history rather than searching documents and surfacing suggestions. Resolution guidance is deterministic and grounded in fixes your team has already performed. Neuron7 also predicts failures before they happen and improves with every case closed.

Does Neuron7 replace our existing CRM or ticketing system?

No. Neuron7 does not replace existing CRM or ticketing systems like Salesforce, ServiceNow, or SAP. Instead, it operates as a resolution intelligence layer on top of those systems, adding service expertise and resolution intelligence that those platforms do not natively provide.

How long does deployment take?

Neuron7 deployment typically takes weeks, not months. Most customers are running pilots within weeks of kickoff, starting with the highest-volume product lines and failure patterns before expanding across the installed base.

How does Neuron7 connect to our existing systems?

Neuron7 connects to existing systems through direct integrations with Salesforce, ServiceNow, SAP, Microsoft, and most major CRM and FSM platforms. Pre-built connectors require no custom development and no IT project. Technicians and agents continue working in the tools they already use, with Neuron7 surfacing guidance in their existing workflow.

What kind of service organizations use Neuron7?

Neuron7 is purpose-built for Fortune 1000 enterprises that manage complex technical equipment at scale. This includes medical devices, high-tech manufacturing, industrial systems, payment technology, and telecom organizations. Most customers have 1,000 or more service technicians operating across multiple regions or product lines.

Join the era of agentic service

See how purpose-built service agents help organizations turn expertise into action.