---
title: WE ARE EXPECTING AI PRODUCTIVITY GAINS FROM TECHNOLOGY MOST BUSINESSES AREN’T USING YET.
description: "This chart can be read in two ways:\n\nAI companies have not yet built products that most businesses genuinely need.\nWe are still at the very beginning of a massive new product category.\n\nBoth are probably true.\n\nToday’s most commercially mature AI tools are coding agents. They can deliver real productivity gains—but mainly for developers and other technology-focused roles.\n\nThe equivalent tools for finance, law, consulting, operations and administration are only starting to emerge. Cowork and Codex offer a glimpse of what is coming, but remain heavily oriented toward coding.\n\nSo perhaps AI’s limited impact on productivity is not evidence that the technology has failed.\n\nIt may simply reflect a more basic reality:\n\nWe are trying to measure the economic impact of tools that most companies have not adopted yet.\n\nSource: Ramp, Ara Kharazian"
---

[Syz The Moment](https://blog.syzgroup.com/syz-the-moment)

# [WE ARE EXPECTING AI PRODUCTIVITY GAINS FROM TECHNOLOGY MOST BUSINESSES AREN’T USING YET.](https://blog.syzgroup.com/syz-the-moment/we-are-expecting-ai-productivity-gains-from-technology-most-businesses-arent-using-yet)

 Written by [Charles-Henry Monchau, CFA, CMT, CAIA](https://blog.syzgroup.com/syz-the-moment/author/charles-henry-monchau) | Aug 26, 2026, 3:02:31 PM

[View full post](https://blog.syzgroup.com/syz-the-moment/we-are-expecting-ai-productivity-gains-from-technology-most-businesses-arent-using-yet)

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