AI insights: strategic planning best practices for 2026
Jan 6, 2026 in “Listicle: Round-up
Discover strategic planning best practices for AI and data projects to boost ROI, efficiency, and decision-making in 2025.
Not a member? Sign up now
STAR Framework in AI Management
Kelwin on May 1, 2024
As a manager dealing with AI projects, you may often find yourself overwhelmed. The constant addition of promising projects to the backlog can lead to a mounting technical debt within your team, forcing you to neglect the core aspects of your business. Here at NILG.AI, we have a solution for this challenge: the STAR framework.
This tool streamlines AI initiatives, clearing your backlog and allowing you to focus on important business areas. In this article, we’ll discuss how the STAR framework can make your AI project management smoother and more efficient.
The STAR framework is a simple yet effective approach that can help identify and prioritize your AI initiatives. It revolves around four fundamental questions that help you assess each project in your backlog. By answering these questions, you can separate the signal from the noise and focus on the projects that will bring the most value to your business.
The four questions of the STAR framework are:
By answering these questions, you can prioritize your AI initiatives based on these factors and ensure you don’t waste any time or resources on projects of lesser value.
The STAR framework can help you clear your AI backlog and focus on the projects that are more valuable to your business. It lets you assess each project in a structured way, ensuring that you consider all relevant factors before making a decision. This can lead to more effective resource use, better project outcomes, and, ultimately, a stronger business.
Managing AI projects doesn’t have to be overwhelming. With the STAR framework, you can organize your processes and prioritize projects that truly drive value for your business. Thanks to the four critical questions in this framework, you can navigate your AI initiatives with clarity.
If you want to master our STAR framework for your business, we at NILG.AI are more than happy to assist! Book a meeting with us today or download our ebook for better insights into optimizing your AI initiatives with the STAR framework.
Like this story?
Special offers, latest news and quality content in your inbox.
Jan 6, 2026 in “Listicle: Round-up
Discover strategic planning best practices for AI and data projects to boost ROI, efficiency, and decision-making in 2025.
Dec 30, 2025 in Guide: Explainer
Discover machine learning algorithms explained with real-world examples and guidance on selecting and deploying the right AI models.
Dec 22, 2025 in Guide: How-to
Discover how to accelerate your launch with practical strategies for reducing time to market. Learn to leverage AI, automation, and lean processes.
| Cookie | Duration | Description |
|---|---|---|
| cookielawinfo-checkbox-analytics | 11 months | This cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Analytics". |
| cookielawinfo-checkbox-functional | 11 months | The cookie is set by GDPR cookie consent to record the user consent for the cookies in the category "Functional". |
| cookielawinfo-checkbox-necessary | 11 months | This cookie is set by GDPR Cookie Consent plugin. The cookies is used to store the user consent for the cookies in the category "Necessary". |
| cookielawinfo-checkbox-others | 11 months | This cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Other. |
| cookielawinfo-checkbox-performance | 11 months | This cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Performance". |
| viewed_cookie_policy | 11 months | The cookie is set by the GDPR Cookie Consent plugin and is used to store whether or not user has consented to the use of cookies. It does not store any personal data. |