Orchestrating human-machine designer ensembles during product innovation
Recker, J., von Briel, F., Yoo, Y.
, Nagaraj, V. & McManus, M.
(2023).
Orchestrating human-machine designer ensembles during product innovation.
California Management Review,
65(3), 27-47.
https://doi.org/10.1177/00081256231170028
Abstract
Product innovation increasingly involves both human designers (engineers, developers, lead users, creative geniuses, and other innovators) and machine designers (algorithmically organized software tools that autonomously collect and interpret data to make innovative design decisions). This article provides practical guidance about how firms can leverage different forms of machine designers in tandem with human designers to fundamentally change the way they engage in product innovation. It describes how successful companies have managed to optimally orchestrate the capabilities of human and machine designers to create both effective and ethical product innovations that were previously unthinkable.
| Item Type | Article |
|---|---|
| Copyright holders | © 2026 The Author(s) |
| Departments | LSE |
| DOI | 10.1177/00081256231170028 |
| Date Deposited | 17 February 2026 |
| Acceptance Date | 1 January 2021 |
| URI | https://researchonline.lse.ac.uk/id/eprint/137297 |
ORCID: https://orcid.org/0000-0001-8548-3475
