Perspective: Practical Guarded Autonomy for Data Pipelines

perspective
Received: Oct 10, 2025
Published: Oct 30, 2025
Authors: Jun Nakamura ✉ Camila Pereira

Abstract

We outline a maturity model for self-healing and self-tuning pipelines with human-override guardrails and audit trails.

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Nakamura, J. & Pereira, C. (2025). Perspective: Practical Guarded Autonomy for Data Pipelines. Research Explorations in Global Knowledge & Technology (REGKT), 3 (9). Retrieved from https://regkt.com/article.php?id=178&slug=perspective-practical-guarded-autonomy-data-pipelines

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