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What successes have you experienced with Generative AI?

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Claudia Alcelay
PMI Team Member
Learning & Innovation Research Manager| Project Management Institute (PMI) Spain
Have you experienced wonderful, potentially unexpected successes using Generative AI in your projects? 

I'm eager to hear about the innovative outcomes you've achieved with Gen AI, and how data played a role in these ventures. 

What challenges did you encounter, and what benefits did you realize in this process?
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williams okwudili asu-eze project coordinator| Ejimof Integrated Services Ltd lagos, Nigeria

Real-World Wins with Generative AI

Here is how I’ve used GenAI to turn hours of "heavy lifting" into minutes of strategic thinking.

1. The "Synthetic Expert" for Risk Management

The Success: I recently used GenAI to "stress test" a project plan for a cross-border logistics operation.

The Strategy: I fed the AI the project charter and asked it to "Act as a cynical, 30-year veteran of West African customs and find 10 reasons this project will fail."

The Result: It identified a specific regulatory mismatch in transit documents that my team had overlooked. We fixed it before the trucks even moved, saving thousands in potential port "demurrage" fees.

2. Turning Data "Noise" into Strategy

The Success: Analyzing quarterly financials for companies like Vitafoam or Zenith Bank.

The Strategy: Instead of reading a 50-page PDF manually, I use AI to extract key "Sentiment" changes. I ask: "Compare the CEO's tone in this report to the one from six months ago—what are they no longer mentioning?"

The Result: The AI flagged a subtle shift in how the company was discussing their debt obligations. This "early warning" allowed for a more cautious investment approach before the market reacted.

3. The "Instant" PMO (Project Management Office)

The Success: Automating the PDU (Professional Development Unit) reporting process.

The Strategy: After passing my ISC2 CC exam, I didn't spend hours trying to figure out how to map cybersecurity domains to the PMI Talent Triangle. I asked the AI to do the mapping for me.

The Result: I generated a perfectly formatted report in 30 seconds that was accepted by PMI without a single follow-up question.

4. Overcoming "Blank Page" Syndrome

The Success: Drafting complex policies for Ejimof Integrated Services.

The Strategy: Creating a "Driver Code of Conduct" that is both firm and culturally appropriate.

The Result: The AI helped me strike the right balance—using language that respected the drivers' experience while clearly outlining the "Zero-Trust" policy for fuel management. It took one prompt instead of three days of drafting.

5. Coding for Non-Coders

The Success: Building a custom "Dividend Tracker" script.

The Strategy: I’m not a professional developer, but I used GenAI to write a Python script that scrapes specific NGX price data into my spreadsheet.

The Result: I now have a real-time dashboard for my 20 core stocks that updates automatically, giving me a professional-grade tool for the cost of a few prompts.

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Vinay Phani Tadala Hyderabad, Telangana, India
Its been mixed but i can surely say that it has freed up a lot of my bandwidth from the day i started using the GenAI tools. One thing that i want to call out is ALWAYS double check the output and do not rely on everything that is coming out of these models. i had a bad experience in the initial days when presenting the cost benefit analysis. Thats a good lesson for me at thei inital stages of adoption. But overall if you are not using it, you are missing out. Go get started right away is what i can suggest everyone.
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Francisco Luis Lorenzo Diaz Operations and Cloud Services Director| Costaisa Canovelles, Barcelona, Spain

In our company, we are developing an internal model designed to assist in the preparation of RFP proposals. While the outcomes always require human review, the system significantly streamlines our workload and enables us to tailor proposals to each client’s specific needs, consistently reflecting our organizational capabilities. The most relevant aspect of this training process is that the model is progressively aligning with the way we would naturally approach the task ourselves.

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Michael Culhane Virginia, VA, United States

I've used it to create code and it's been great!

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Gladys Nortey Consultant| Nortey Solutions LLC San Jose, Ca, United States

GenAI has significantly reduced time to first draft, allowing me to focus more on judgment, decision quality, and stakeholder impact rather than mechanics. It has strengthened my ability to pressure-test assumptions, brainstorm, explore alternatives quickly, and communicate complex ideas with clarity. Human review remains essential to ensure context, nuance, and sound decision-making.

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Gladys Nortey Consultant| Nortey Solutions LLC San Jose, Ca, United States

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Lynelle Brode /MMRP Project Manager| HydroGeoLogic, LLC Nm, United States
My company has been using GenAI for meeting transcription and recently for evaluating proposals against the RFP requirements to ensure that we have checked all the boxes for a successful bid. Using GenAI to evaluate and score proposals has allowed my company to be more successful and submit higher quality bids.
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Christian Andrew Steber Vaccine Development Leader| GSK Easton, Pa, United States
Generative AI helps with researching specific topics increasing efficiency along with the ability to ask follow-up questions.. Additionally, I propose an idea and ask what are the key questions for such a project to help capture key inputs in preparation for meetings.
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Norman Wokoma Project Management| Tecnimont Nigeria Limited Port Harcourt, RI, Nigeria

Gen AI is the game changer in the use of data to provide solutions to problems. More data security awareness and training in ensuring data integrity and transparency will bring about more precise and transformative solutions.

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COSMAS MUNYAO Facilities and Property Manager| Family Bank Ltd 10, Kenya

I have used Generative AI on a personal level to analyze maintenance reports and score service providers as well as reviewing outward communication memos and emails. However, i strongly feel that my usage has been very superficial based on what i have learned lately.

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