Most companies want to add AI before they connect the systems it depends on. That order rarely works because AI can only use the data it can reach. For most firms, that data sits across dozens of separate tools. Companies ran an average of 106 SaaS applications in 2024, according…

We talk to almost all companies and we all have the same story. The AI experience leaves a big splash in the demo, secures the exec sign-off and then… stalls quietly. . No launch, no failure, no obvious reason why it just withered away. This is a far more common…