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.
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.