The Secret to Unlocking Deeper SWOT Analysis with AI (The Code That Started It All — and How I Took It to the Next Level)

Author(s): Mukundan Sankar

Originally published on Towards AI.

I thought I had cracked the code for automated SWOT analysis… until Neuro-symbolic AI revealed an entirely new layer of depth.

This member-only story is on us. Upgrade to access all of Medium.

Image Depicting the Evolution of SWOT Analysis using AI and Neuro-symbolic AI using Napkin AI created by the Author

You know that feeling when you think you’ve figured something out, only to discover you’ve only scratched the surface? That’s exactly what happened to me with SWOT analysis and AI. Not too long ago, I published a blog post comparing my original GPT-3.5-based SWOT analysis tool with a new, more advanced approach — Neuro-symbolic AI.

From surface-level summaries to actionable intelligence — discover how this AI upgrade breathed new life into my…

pub.towardsai.net

In that post, I dove into how neurosymbolic AI’s blend of neural networks and symbolic reasoning brought a whole new level of insight to SWOT analysis. It wasn’t just faster; it was smarter. It didn’t just spit out lists of strengths and weaknesses; it wove them into a strategic narrative, highlighting connections and implications that GPT-3.5 simply couldn’t reach.

If you are wondering who I am and why I am talking about this, feel free to check out my “About Me” Blog below:

https://medium.com/about-me-stories/about-me-mukundan-sankar-2c66b289bfcc

That comparison post was well-received, but something didn’t sit right. I kept thinking: What if I shared the whole journey?… Read the full blog for free on Medium.

Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and ideas. If you are building an AI startup, an AI-related product, or a service, we invite you to consider becoming a sponsor.

Published via Towards AI