Knowledge Resource · Open access
Research Summary: How to connect AI usage to business value
- Original authors
- Attribution requires verification
- Original source
- OpenAI Research
- Summary & Analysis prepared by
- Aziz Shuaib Ausi
- Resource type
- Research Summary / Knowledge Resource
- Resource published on AZIZ OS
- 17 September 2026
- Reading time
- 1 min
- Publication type
- Knowledge Resource
- Availability
- Open access
About this Summary & Analysis
AZIZ OS provides independently prepared summaries and analytical interpretations of externally published research and knowledge sources. The underlying works remain attributable to their original authors and rights holders. This resource is intended to improve accessibility and understanding and does not replace the original publication.
The provided text highlights the utility of tools like ChatGPT Work and Codex analytics in enabling organizations to monitor and comprehend their artificial intelligence (AI) usage and related expenditure. These tools facilitate the identification of training requirements and the establishment of a clear connection between AI adoption and quantifiable business outcomes.
Why it matters
Understanding how AI usage translates into business value is critical for justifying investments in AI technologies and optimizing their deployment. This capability enables organizations to ensure AI initiatives are aligned with strategic objectives and contribute tangibly to performance.
Key insights
- ChatGPT Work and Codex analytics assist teams in understanding AI usage.
- These tools help in tracking AI-related spend.
- They are instrumental in identifying training needs for AI adoption.
- The primary objective is to connect AI adoption directly to business outcomes.
Source
OpenAI Research — https://openai.com/index/how-to-connect-ai-usage-to-business-value
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Citation
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Verification
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- Verification ID
- ASA-EXE-2026-00659
- Version
- v1.0 · r0
- Issued
- 17 September 2026
- Resource prepared by
- Aziz Shuaib Ausi
- Resource status
- Research Summary / Knowledge Resource
- Underlying work
- How to connect AI usage to business value
- Original authors
- Attribution requires verification
- Original source
- OpenAI Research
- Provenance status
- Attribution requires verification
- Rights
- Underlying publication rights remain with the respective copyright holder(s). Refer to the original source for authoritative publication and licensing information.
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