Gist: Freshworks frames AI adoption as a disciplined transformation process, arguing that most AI pilots fail because teams start with tools before defining success. The message emphasizes deliberate sequencing to achieve ROI sooner.
Signal reason: The post reinforces a broader narrative about deliberate AI transformation and measurable business value.
