Field Service & Aftersales Insights

Field Service & Aftersales Insights | Smart ServiceOps

Perspectives on Service Growth, AI in Aftersales, Operation and Technology

This page brings together perspectives on field service, aftersales operations, and emerging technology in manufacturing and automotive service, grounded in real implementation experience.

The articles here explore what is changing, what is working, and where execution often breaks down. Topics range from KPIs and AI adoption to dealer operations, warranty management, and the day-to-day decisions that determine whether a transformation program succeeds or stalls.

Pick a topic below to explore further or browse the latest insights.

Explore Field Service Topics

ServiceNow Field Service Management platform overview highlighting its enterprise capabilities, workflow automation strengths, and steep learning curve for service organizations.
Case Study & Tool Review

ServiceNow Field Service Management: Enterprise Power, but with a Learning Curve

ServiceNow Field Service Management extends the Now Platform’s workflow power to field operations. It delivers intuitive mobile experiences, strong integration with IT and customer service, and easy configuration for technical users. However, the desktop UX can feel cluttered, pricing structures are complex, and navigation takes time to master. Best suited for IT-mature enterprises seeking to…
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Case study showing how an HVAC manufacturer transformed its field service strategy during COVID-19 to deliver safe return-to-office air-quality solutions through digital workflows.
Case Study & Tool Review

How an HVAC Manufacturer Transformed Its Field Service Strategy to Help Businesses Return to Office Safely

When the pandemic disrupted global business operations, one HVAC manufacturer turned uncertainty into opportunity. Instead of pausing its digital transformation, the company reimagined its field service strategy – creating a digital platform that enabled clients, technicians, and dispatchers to collaborate on solutions for a safe return to office. Here’s how agility and customer focus reshaped…
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Illustration of a field service KPI framework showing customer-focused metrics, operational KPIs, and strategic business outcomes, representing how service organizations measure performance across maturity levels.
KPI & Performance

Field Service KPI Framework: From Basics to Strategic Impact

This article introduces a structured KPI framework for field service, balancing customer, operational, and strategic measures. It explores a maturity model from foundational to advanced KPIs, helping organizations focus on the right metrics at the right stage. With guidance on avoiding KPI overload and aligning measures to business goals, the article positions service KPIs as…
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ServiceMax Asset 360 review showing how the Salesforce-based platform improves asset visibility, contract management, warranty tracking, and service revenue growth, along with its integration and customization challenges.
Case Study & Tool Review

ServiceMax Asset 360 Review: A Strong Foundation for Asset-Centric Service, But Not Plug-and-Play

ServiceMax Asset 360, built on Salesforce, helps manufacturers gain visibility into assets, contracts, and warranties across the full lifecycle. This review explores how it enables revenue growth by standardizing asset tracking, defining serviceable markets, and running campaigns. We also highlight common challenges like integration with SAP/MDM, hierarchy limits, and customization needs. Learn where Asset 360…
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Lessons from global manufacturers on scaling field service operations, focusing on fixing process blind spots, avoiding tech-first traps, enabling technicians with AI, and building customer-outcome-driven service models.
Field Service Strategy & Transformation

What Global Manufacturers Can Teach Us About Scaling Field Service Operations

Scaling field service isn’t just about adding headcount or tools -it’s about building a discipline around customer outcomes. This article shares five lessons global manufacturers have learned the hard way: from fixing process blind spots and avoiding tech-first traps, to empowering technicians with AI self-help, navigating complexity, and scaling around customer outcomes. A practical, experience-driven…
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AI augmenting customer service in industrial and automotive after-sales, showing how technology enhances knowledge access and workflows without replacing human judgment and accountability.
AI & Emerging Tech

AI Won’t Replace Customer Service: It Will Redefine It

AI, GenAI, and agenticAI are often hyped as replacements for customer service, but in reality – especially in after-sales and field service for manufacturing and automotive industries – they are enablers, not substitutes. These technologies cannot replace the human expertise, accountability, and customer trust required in complex, high-stakes service environments. The future of service transformation…
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