Pamela FurstSenior Manager, Customer Success

Nathen Harvey, DORA Lead, on AI: a Mirror and a Multiplier

Name: Nathen Harvey, DORA Lead, on AI: a Mirror and a Multiplier
Uploaded: 2025-11-04T18:54:51+00:00
Duration: 1 min 3 s
Channel: Pamela Furst
Description: In this excerpt, Nathen Harvey (DORA Lead) explains his framing of AI as both a mirror and a multiplier for software delivery. He argues that in…

4 Nov 2025 · 1 min

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In this excerpt, Nathen Harvey (DORA Lead) explains his framing of AI as both a mirror and a multiplier for software delivery. He argues that in well‑organized teams with strong, mature delivery practices, AI amplifies existing efficiencies and accelerates value delivery. Conversely, in fragmented organizations with brittle processes, AI exposes and intensifies pain points, making bottlenecks more visible and painful, which can motivate remediation. Harvey stresses that the foundational principles of high‑performing software delivery become even more critical as AI enables the generation of far more code and faster execution. He calls for a full systems‑level view to identify where AI‑augmented ways of working should be applied, ensuring that the underlying delivery discipline guides the rapid scaling that AI makes possible.

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But then, yeah, to Marilyn's point, like if we were again to sort of summarize this all, it really is that AI is a mirror and a multiplier. In well-organized organizations with strong practices, AI amplifies that flow and accelerates value delivery. And in fragmented organizations with brittle processes, AI will expose those pain points and bottlenecks. I like to say that you'll feel the pain of those bottlenecks more acutely. And maybe that will be motivation enough to go and fix them. But at the end of the day, I think that, I think that all of the underlying principles and ideas that we have around how do you do software delivery really well, I think that those become even more important in this world where AI comes along and has the potential to generate 10x more code, to speed up a number of different things. We want to make sure that we're taking that full systems level view to get a good understanding of where's the best place to apply some of these, these new ways of working because it is truly a mirror and a multiplier.