planning and forecasting
CloverPlan: AI-Powered Planning Intelligence
Planning Built for How Decisions Actually Happen: Cloverpop connects forecasting outcomes, business drivers, and insights to support better planning decisions from strategy to execution.
Cloverpop is trusted by the worlds most admired brands
Strategic Planning
Build long-term forecasts that guide investment, capacity, and growth decisions across markets, categories, & portfolios.
Focus
- Category and market forecasting
- Portfolio and channel outlook
- Macro and external drivers
Time Horizon
3–5 years
Brand & Sales Forecasting
Align teams around a single sales forecast with clear visibility into performance drivers.
Focus
- Marketing and trade drivers
- Brand level demand forecasting
- Scenario simulation
Time Horizon
3–24 months
New Product Forecasting
Forecast new launches with attribute-based models that sharpen as real market data lands.
Focus
- Identify attributes impacting concepts
- Launch planning scenarios
- Post launch learning
Time Horizon
Concept ideation → Post launch
Demand Forecasting
Short-term models capture demand signals and detect anomalies to sharpen operational planning & supply.
Focus
- Weekly demand signals
- Early warning detection
- Operational demand planning
Time Horizon
3–18 months
Scenario-Based Decision Modeling
Model different execution paths across key levers such as distribution, price, and unit size while testing assumptions in a structured, transparent way.
Driver Transparency & Decomposition
Understand what is driving forecast outcomes through clear decomposition of growth, risk, and performance across the factors that matter most.
AI-Powered Driver Insights & Risk Evaluation
Use AI to surface the drivers behind forecast outcomes, highlight risks and opportunities, and help teams focus faster on the decisions that matter most.
Concept Definition & Decision Framing for new products
Define product concepts through the attributes that matter most, creating a stronger foundation for forecasting, comparison, and better launch decisions.
Why CloverPlan
Planning intelligence built for decisions.
AI-powered planning intelligence designed to help commercial teams move faster, align around decisions, and respond confidently to change.
Purpose-built for commercial planning
Scenario planning for faster decisions
Explainable AI, transparent drivers
