Guessing is not a strategy. Yet too many enterprises are making high-stakes decisions on stale data, layering AI tools onto broken workflows, and calling gut feeling a plan. The result? Teams that are moving fast but going nowhere.
In this on-demand session, Constellation Research analyst Liz Miller breaks down what it actually takes to move from reactive guesswork to deliberate, data-driven execution.
You'll learn:
- Why AI investments fail without a portfolio operating model to support them
- How outdated data silently undermines decision-making, and what real-time visibility makes possible
- The difference between speed and velocity, and why only one of them drives business outcomes