FICO® Platform Blog

Simplify the collaboration between model developers and end users with DecisionOps. Compare runs, perform scenario tests, create shadow model versions, and share the results with a click.

In Snowflake, data failures rarely show up as broken pipelines—they show up as the wrong data after a deploy that looks successful. Increasingly, that same data powers dashboards, operational decisions, and AI models. When the underlying data shifts unexpectedly, the systems built on top of it can make the wrong decisions while everything appears to be working correctly.

Welcome to the what-if wonderland of parallel universes. What if you expand your delivery region? Or fulfill orders from stores and distribution centers? Or hire more staff? Scenario tests help provide the answers. And, no, it’s not the same as simulation.

Testing optimization models improves workflows, increases stakeholder buy-in, and helps teams deploy to production safely and quickly. But what are the steps to make testing repeatable and scalable?