New Product Introduction (NPI) Planning

Track launch performance continuously and turn deviations into decision-ready actions. The Sunstice platform prioritizes what matters, applies clear decision rules, and helps teams correct course early, before issues escalate.

Simulate and compare corrective options as soon as reality diverges from the plan. AI-powered agents can explore scenarios and surface the most relevant options, so teams adapt faster while planners stay in control.

When historical data doesn’t exist, the Sunstice platform structures a credible starting point using pattern-based approaches such as clustering. As early launch data arrives, forecasts tighten through continuous plan-vs-actual learning.

Avoid the usual black-box decisions of AI-based demand forecasting during critical launch phases. The Sunstice platform makes assumptions, drivers, and model behavior transparent, so teams understand the forecast, trust recommendations, and act with confidence.

Apply the right level of automation by product, segment, and launch stage. Keep tighter control where uncertainty is high, and move faster where speed matters, with clear guardrails and agile execution.

Align all stakeholders on a single, consistent launch plan instead of reconciling multiple versions. Everyone sees what changed, why it matters, and what decision comes next.