A Perfect Time to Recalibrate Frontlines Research

Technology continues to transform firm-customer interactions, creating increasingly complex configurations of human and machine interfaces. Orchestrating the actions of widely distributed actors and systems has proven difficult. Agentic commerce, involving interactions between autonomous machines, will add complexity, shift points of marketing influence, and require new tactics. The frontlines have changed faster than scholars’ approaches to studying them, and the gap is widening precisely when decision makers need guidance. Closing this gap requires four imperatives: adopt empirics-first thinking, provide more credible evidence, lead practice – inform decisions, and be prescient.

Authors

Publication Details

Journal
Journal of Service Research
Published
2026-11-03
DOI
https://doi.org/10.1177/10946705261501879
Primary Topic
AI in Service Interactions
Type
article
Field-Weighted Citation Impact
0.00
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article

A Perfect Time to Recalibrate Frontlines Research

R. Gary Bridge
Journal of Service Research
AI in Service Interactions
article

A Perfect Time to Recalibrate Frontlines Research

R. Gary Bridge
article en

Abstract

Technology continues to transform firm-customer interactions, creating increasingly complex configurations of human and machine interfaces. Orchestrating the actions of widely distributed actors and systems has proven difficult. Agentic commerce, involving interactions between autonomous machines, will add complexity, shift points of marketing influence, and require new tactics. The frontlines have changed faster than scholars’ approaches to studying them, and the gap is widening precisely when decision makers need guidance. Closing this gap requires four imperatives: adopt empirics-first thinking, provide more credible evidence, lead practice – inform decisions, and be prescient.

Journal of Service Research
Openalex Percentile: Top 16%
AI in Service Interactions
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A Perfect Time to Recalibrate Frontlines Research — R. Gary Bridge · Journal of Service Research (2026) | TGRS Research Map | TGRS