‘Just Looping You in’: Why Letting AI Write Our Emails Might Actually Create More Work

Why It Matters

If AI merely polishes email tone without reducing message count, organizations risk higher inbox overload, blurred accountability, and heightened privacy risks, all of which can erode productivity.

Key Takeaways

• 45.6% of Australians have tried generative AI; 82.6% for text generation.
• AI drafts can polish tone but don’t eliminate sorting and decision‑making.
• Past tech shifts (email, paper) reshaped work rather than removed tasks.
• Automated replies may increase perceived importance of every message.
• Privacy concerns grow as AI tools access entire inboxes.

Pulse Analysis

The surge of generative AI in the workplace mirrors earlier productivity revolutions, yet its impact on email differs from past expectations. Recent data from the ARC Centre of Excellence for Automated Decision Making & Society shows nearly half of Australian workers have experimented with AI, and a striking 82.6% use it for text generation. This rapid uptake reflects a broader desire to offload repetitive drafting tasks, but the technology’s ease of use also lowers the barrier to sending more messages, echoing how email once amplified communication volume rather than curbing it.

Beyond sheer volume, AI‑crafted emails reshape the social dynamics of the inbox. Workers lean on AI to soften tone, add polite conventions, or generate perfunctory updates, turning email into a performance platform that signals responsiveness and competence. While this can improve perceived professionalism, it also inflates the perceived importance of every message, prompting recipients to spend more time scanning, categorizing, and deciding on action. The hidden labor of email—prioritization, context‑switching, and follow‑up—remains untouched, and may even intensify as polished messages invite more replies and forward chains.

Looking ahead, organizations must treat AI‑enhanced email as a workflow redesign challenge, not a shortcut. Clear policies around when AI should be used, coupled with training on concise communication, can mitigate inbox bloat and address privacy concerns tied to AI access to full mailboxes. By exposing the ritualistic nature of many email exchanges, AI could ultimately help teams cut unnecessary loops, focus on substantive collaboration, and reclaim time for higher‑value work.