Pilot Purgatory
A 2025 MIT study revealed a stark "GenAI Divide": despite $40B in spending, 95% of AI pilots fail to deliver measurable ROI. These projects stall in "pilot purgatory" because most tools are brittle and fail to adapt to real-world workflows.
At Pivotential, we focus on what separates the 5% of AI initiatives that escape purgatory. That difference is not better tools, but earlier, more disciplined decisions around readiness, workflows, and where AI can realistically scale.