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AI adoption: cost reduction versus organisational transformation

Akber Datoo comments on headlines about law firms making back‑office staff redundant and explains that the real issue is whether firms treat AI as a cost‑cutting lever or as a vehicle for organisational transformation. He argues that technology isn't the differentiator—governance, strategy and skills are—and that firms should redesign processes and invest in capability to embed AI as structured change.

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Akber Datoo

LinkedIn

·17 Feb 2026

Executive Summary

Akber Datoo comments on headlines about law firms making back‑office staff redundant and explains that the real issue is whether firms treat AI as a cost‑cutting lever or as a vehicle for organisational transformation. He argues that technology isn't the differentiator—governance, strategy and skills are—and that firms should redesign processes and invest in capability to embed AI as structured change.

Key Takeaways

01

Akber Datoo comments on headlines about law firms making back‑office staff redundant and explains that the real issue is whether firms treat AI as a cost‑cutting lever or as a vehicle for organisational transformation.

02

He argues that technology isn't the differentiator—governance, strategy and skills are—and that firms should redesign processes and invest in capability to embed AI as structured change.

03

Legal editor Jonathan Ames covered this story last week, highlighting the firm’s decision to make about 10% of its back office staff redundant … Technology itself is rarely the differentiator.

Key Quote

The real story is not 'AI cuts jobs'. It's whether firms are treating AI as a cost‑reduction lever or as an organisational transformation

Excerpt

Legal editor Jonathan Ames covered this story last week, highlighting the firm’s decision to make about 10% of its back office staff redundant … Technology itself is rarely the differentiator. Governance is.

Strategy is. Skills are.

When AI is implemented as structured organisational change, with clear operating models, defined accountability, training and transparent communication it becomes a control mechanism, not a destabiliser.

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