Field Service Strategy and Transformation
Modernizing field service for scale, efficiency, and resilience
This hub examines how field service organizations evolve their operating models, processes, and ways of working to meet rising customer expectations and workforce constraints. It covers practical transformation topics, from workforce enablement and process redesign to digital adoption through the lens of what actually works in complex, global service environments. The insights reflect hands-on experience with transformation programs where progress is measured by adoption and outcomes, not just system go-lives.
Core Field Service Insights
Complex Field Service Scheduling: Why Planning Comes Before the Dispatch Console
Most field service scheduling problems in complex industrial environments aren’t tool problems rather planning problems. This article explains why standard dispatch automation doesn’t transfer to multi-technician complex jobs, where the planning layer breaks down, and what organizations need to design before a job reaches the dispatch console.
AI in Warranty Operations: From Automation to Agents to Autonomous Operations
AI in warranty operations is moving through three distinct levels – automation, AI agents, and autonomous warranty. Most organizations are at Level 1 or early Level 2. This practitioner roadmap explains what each level actually delivers, what separates automation from genuine AI, and what integration and data prerequisites determine how far you can go.
The Dealer’s Changing Role in OEM Aftersales: Partner, Channel, or Liability?
OEMs are quietly undermining the dealer networks they still depend on for last-mile service delivery. This article examines four friction points reshaping the OEM-dealer relationship in automotive and industrial manufacturing, and what people, process, and technology changes are needed to build a sustainable model.
Warranty Management in Manufacturing: Why Outward Leakage Is Your Biggest Hidden Cost
Warranty management in manufacturing goes far beyond claims processing. Most organizations have digitized intake but still lose millions through dealer fraud, registration gaps, and ignored quality signals. This guide maps where warranty breaks down across the full lifecycle, and how AI in warranty management is helping close the gap.
IT-OT Integration in Aftersales: Turning Machine Data into Service Revenue
Manufacturers invest heavily in ERP systems and industrial IoT, yet many still operate with a critical blind spot: enterprise systems disconnected from machine reality. This article explores how IT-OT integration in aftersales operations unlocks service revenue, improves field service efficiency, and enables outcome-based service models.
When the Dashboard Becomes the Project
Executive dashboards promise clarity, but poorly sequenced rollouts can shift teams from execution to optics. When red-green status indicators become visible to leadership before workflow discipline stabilizes, teams optimize for the dashboard instead of the work. This article explores how transformation leaders can design dashboard rollouts that improve governance without creating delivery friction.
Featured Articles
Handpicked insights on the biggest shifts shaping after-sales and field service
Why Service Revenue Remains Untapped (Even When Everyone Has a Strategy)
Service revenue remains one of manufacturing’s biggest untapped opportunities. Many leaders have the strategy, but execution falters due to data gaps, weak change management, and unclear ownership. This article explores why most initiatives stall, what…
How AI Can (Actually) Help After-Sales Service – Beyond the Hype
Discover how AI is revolutionizing after-sales in industrial manufacturing – from complaint triage and technician scheduling to predictive maintenance and customer companion bots. This in-depth guide explores business challenges, real-world use cases, and measurable KPIs,…
The Field Service KPI Dashboard: What Executives, Managers & Technicians Should Really Track
A complete guide to field service KPIs by role, from executives to technicians. Learn which metrics drive profitability, efficiency, and customer experience. Based on the SmartServiceOps Field Service KPI Framework, this article helps service leaders…
