1 min readExecutive Guide

Executive Guide

What building an AI-native finance function taught me

Author
Aziz Shuaib Ausi
Published
August 11, 2026
Reading time
1 min
Publication type
Executive Guide
Availability
Open access

Executive Summary

OpenAI's CFO, Sarah Friar, has outlined five key lessons derived from the process of establishing an AI-native finance function. These lessons cover areas such as automated forecasting, enhancing control mechanisms, and demonstrating the return on investment of AI technologies within the finance domain.

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OpenAI's CFO, Sarah Friar, has outlined five key lessons derived from the process of establishing an AI-native finance function. These lessons cover areas such as automated forecasting, enhancing control mechanisms, and demonstrating the return on investment of AI technologies within the finance domain.

Why it matters

The adoption of AI in core finance functions has the potential to redefine operational efficiency, data-driven decision-making, and risk management across various sectors. Understanding the practical lessons from early adopters like OpenAI is crucial for organizations planning or executing their own AI integration strategies, as it provides a framework for anticipating challenges and maximizing benefits.

Key insights

  • OpenAI's CFO has identified five distinct lessons from building an AI-native finance function.
  • The scope of these lessons includes automation of forecasting processes.
  • Insights gained also pertain to the development of stronger internal controls.
  • A significant aspect highlighted is understanding and measuring the return on investment (ROI) of AI applications.

Source

OpenAI Research — https://openai.com/index/building-an-ai-native-finance-function

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Cite this publication (APA 7)

Aziz Shuaib Ausi (2026). What building an AI-native finance function taught me. Executive Guide. Aziz Shuaib Ausi. https://www.azizshuaib.com/verify/ASA-EXG-2026-00096

Verification

This is an authenticated institutional record.

Verification ID
ASA-EXG-2026-00096
Version
v1.0 · r0
Issued
8/11/2026
Publisher
Aziz Shuaib Ausi
Licence
All rights reserved. Reproduction requires written permission.

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