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How to connect AI usage to business value

Learn how ChatGPT Work and Codex analytics help teams understand AI usage and spend, identify training needs, and connect adoption to business outcomes.

O
OpenAI
Content Author
Content Specialist

OpenAI is a leader in artificial intelligence research and development, focusing on creating advanced AI models that drive innovation across various industries. Their expertise in AI applications helps businesses unlock significant operational efficiencies and enhance decision-making.

Expertise: Artificial Intelligence, Business Analytics, Productivity Solutions, AI Implementation, ROI Measurement, Technology in Business
Published: September 24, 2026
3 min read

Quick Answer

Connecting AI usage to business value involves analyzing usage data, costs, and outcomes to maximize productivity and ROI. Discover how teams leverage AI tools effectively.

TL;DR

This post explores how teams can connect AI usage to tangible business value. It covers the importance of analytics in understanding AI adoption, productivity gains, and potential ROI. Real-world examples illustrate the impact of AI tools like ChatGPT Work and Codex on business outcomes.

Key Takeaways

  • 1AI can significantly enhance productivity and business value.
  • 2Analytics tools help measure the effectiveness of AI usage.
  • 3Real-world examples demonstrate the ROI of implementing AI solutions.
How to connect AI usage to business value

Practical how-to • For business readers

How to connect AI usage to business value

Small business owners can leverage AI for measurable outcomes.

  1. Identify AI usage patterns

    Review the analytics in the ChatGPT Admin Console to see how your team is using AI tools like ChatGPT Work and Codex. Look for specific tasks that are frequently completed using AI.

  2. Calculate potential ROI

    Estimate the time saved by your team using AI tools and calculate the potential return on investment. For example, if your team saves 5,520 hours annually, consider how much of that time translates into productive work and its monetary value.

  3. Assess business outcomes

    After implementing AI tools, measure the impact on your business outcomes, such as improved sales cycles or customer engagement. Use these metrics to determine if further investment in AI is justified.

Guidance prepared on September 24, 2026 • Source published September 16, 2026. Based on the article and its source; check with your IT team before changing work systems.

This guide may be out of date. Check the linked source and current instructions before acting.

How to connect AI usage to business value

Understand how teams use ChatGPT Work and Codex, see the work behind the spend, and connect it to measurable outcomes.

As more teams use AI, admins and business leaders need to understand where it creates value and where to invest next. Usage and spend tell part of the story, but admins also need to see what people use AI for and what it helps them accomplish.

Analytics in the ChatGPT Admin Console bring together usage and cost data, task insights, and outcome metrics across ChatGPT Work and Codex.

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Here’s how admins can use these tools to understand adoption, support teams, and assess business value.

What does that add up to?

20 sellers × 2 briefs per week × 3 hours saved × 46 weeks = 5,520 hours

Estimated annual capacity value

Assume the team puts 50% of that time into productive work, valued at a fully loaded employee cost of $75 per hour. Sellers could use that time to connect with new prospects, follow up on opportunities, and spend more time with customers.

5,520 hours × 50% × $75 = $207,000

Assume $60,000 for AI, setup, training, and ongoing support.

($207,000 − $60,000) ÷ $60,000 = 245% illustrative ROI.

The value of a workflow can extend beyond productivity. In sales, better account research and a shared understanding of the customer can support deeper conversations, stronger relationships, and new opportunities. Teams can then measure whether those improvements lead to additional business outcomes, like accelerated deal cycles or increased win rate.

All figures are hypothetical. ROI reflects estimated capacity value and excludes potential benefits from higher win rates, larger deal sizes, or other sales outcomes.

The business impact customers are seeing with AI

From shipping software to running live events, customers are putting AI to work on tasks that matter to their businesses:

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1Password⁠uses Codex to build, review, and test software so engineers can ship features faster. It estimates 553% ROI and $0.8M in annual engineering capacity value, using Codex to build production-ready features and internal tools faster while maintaining rigorous security policies.

ATV Big Air Tour⁠uses ChatGPT Work to check event listings, plan inventory, and improve its website’s visibility. Listing reviews fell from eight hours to one hour a week, and inventory work from two to three days to two to three hours, giving the team more time to focus on the tour and its customers.

Playco⁠ uses GPT‑6 Astra through OpenAI’s API to build and test playable game prototypes. The team created three themed prototypes from one foundation and reported 50% fewer manual fixes than with the previous model, helping developers test and compare more ideas.

How to get started

Data privacy.We don’t train our models on your organization’s business data by default.

Author

Originally published on September 16, 2026 by OpenAI .

Expert Analysis for Orange County Businesses

How this impacts SMBs in Southern California

Tech News Roundup: How to connect AI usage to business value

As artificial intelligence (AI) continues to reshape the business landscape, small and medium-sized businesses (SMBs) in Orange County and Southern California must understand how to leverage these technologies to maximize their value. The recent insights into AI tools like ChatGPT Work and Codex emphasize the importance of tracking usage and outcomes to truly gauge their return on investment (ROI). For local SMBs, this translates into an opportunity to enhance productivity and improve customer relationships by using AI to streamline workflows and analyze data effectively.

At The Network Company, we recognize that integrating AI into your operations can be a significant step forward. Our managed IT services include AI solutions that help you harness the power of analytics, enabling you to assess how AI impacts your business outcomes. With our cybersecurity solutions, you can ensure that your AI applications operate safely and securely, while our BCDR services safeguard your valuable data. By partnering with TNC, you can fully leverage AI's potential to drive efficiency and innovation in your business.

Read the full article: Original Source Link

Frequently Asked Questions

How can AI improve business productivity?

AI tools streamline workflows, save time, and allow teams to focus on strategic tasks.

What metrics should be analyzed to assess AI's business value?

Key metrics include usage data, cost savings, task completion times, and overall ROI.

Content Quality

Last Reviewed:September 24, 2026
Fact-Checked:September 24, 2026
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Word Count:576 words

Article Tags

Product
AI business value
how to use AI in business
ChatGPT Work productivity
Codex engineering ROI
AI analytics tools
measuring AI impact
business productivity solutions
AI implementation strategies
return on investment AI
AI workflow optimization
AI in sales
AI for teams
O

About OpenAI

Content Author

OpenAI is a leader in artificial intelligence research and development, focusing on creating advanced AI models that drive innovation across various industries. Their expertise in AI applications helps businesses unlock significant operational efficiencies and enhance decision-making.

Expertise: Artificial Intelligence, Business Analytics, Productivity Solutions, AI Implementation, ROI Measurement, Technology in Business

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