From Feature Factory to Outcome-Driven Organizations A Comparative Case Study Analysis of Organizational Transformation in B2B SaaS

Authors: Aditi Kapildev Vatse

DOI: https://doi.org/10.37082/IJIRMPS.v14.i1.232972

Short DOI: https://doi.org/hbttzc

Country: United States

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Abstract: B2B SaaS organizations frequently exhibit a pattern in which software features are delivered at pace while measurable customer value fails to keep stride - a phenomenon that Cutler [1] has termed the “feature factory.” Although prescriptive frameworks for continuous discovery and outcome-based product management are well established in the practitioner literature, empirical accounts of how organizations navigate the transition from output-driven to outcome-driven operating models remain comparatively sparse. This paper addresses that gap through a comparative case study analysis of four organizations - ING Bank Netherlands, John Deere Global IT, Getty Images, and an anonymized B2B workflow technology provider - each of which successfully disrupted entrenched feature factory dynamics. Drawing on published transformation accounts and, in one case, direct practitioner observation, the analysis identifies three categories of critical intervention: the reallocation of accountability from delivery scope to measurable outcomes, the institutionalization of continuous discovery as a structural rather than discretionary practice, and the systematic management of product risk prior to development commitment. The findings suggest that sustainable transformation is contingent on structural changes in governance and decision rights, and cannot be achieved through process adoption or training programs alone.

Keywords: Outcome-based product management, Continuous discovery, Organizational transformation, Product operating model, Feature factory, B2B SaaS, product strategy, Comparative case analysis.

Paper Id: 232972

Published On: 2026-02-04

Published In: Volume 14, Issue 1, January-February 2026

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