Edge AI in Battery Management Systems – Hype or Necessity?

As AI continues to transform the battery industry, many are asking:

➡ Should intelligence run locally on the BMS, or is cloud computing sufficient?

In my latest blog post, I break down:
✅ When Edge AI is justified (think: millisecond-level response time)
✅ Cost breakdowns for both edge and cloud-based solutions
✅ A real-world example of what it takes to train a production-grade SOH model
✅ Why “intelligent filtering” may be the real sweet spot for BMS-side AI

💡 If you’re building, sourcing, or licensing battery technology, this article will help you cut through the hype and make architecture decisions based on facts—not buzzwords.