What does this research mean for the field?

Production risk reduction in manufacturing is most effective when biomimicry-inspired capabilities, organizational resilience, and AI-predictive analytics are combined, with AI moderating the positive effect of biomimicry on resilience. Novelty: ClaimNovelty.INCREMENTAL. Consensus alignment: ConsensusAlignment.NEUTRAL.

August 23, 2026Total Quality Management & Business Excellence

Beyond digital or adaptive: configuring biomimicry and AI for production risk reduction: a configurational approach

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SASajjad AlamZhengZhou Shengda University Of Economics, Business & Management MCMuhammad Zubair ChishtiQuaid-i-Azam University

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Cite This Study

Alam et al. (2026) studied this question.

synapsesocial.com/papers/6a8dac4373c53b5e867aae1d https://doi.org/10.1080/14783363.2026.2711095

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Beyond digital or adaptive: configuring biomimicry and AI for production risk reduction: a configurational approach

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Key Points

Cite This Study

Beyond digital or adaptive: configuring biomimicry and AI for production risk reduction: a configurational approach

Discussion

Member takes

Implication

Key Points

Cite This Study

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