The Future Whisperer
Luna doesn't just analyze the past—she sees through it. With the calm wisdom of an oracle and the precision of advanced forecasting models, Luna predicts what's coming so you can prepare today for tomorrow's challenges and opportunities.
"The stars show... revenue will decline 18% next quarter. The patterns are clear."- Luna's speaking style
What Luna Does
Predicts Future Outcomes
Uses historical patterns and machine learning to forecast revenue, churn, demand, and inventory with confidence intervals
Models "What-If" Scenarios
Simulates different business decisions using Monte Carlo methods to show probable outcomes
Identifies Leading Indicators
Discovers early signals that predict future changes before they happen
Revenue Forecasting
Projects future revenue with multiple time horizons from 7 days to 12 months
Churn Prediction
Forecasts which customers are at risk and when they're likely to leave
Demand Forecasting
Predicts inventory needs, seasonal patterns, and supply chain requirements
Prophecies from Luna
Revenue Decline Warning
Current trajectory: +18% churn next quarter predicts -$47,000 revenue impact
Leading indicators: Email engagement down 23%, support ticket velocity up 31%, feature adoption declining. Pattern matches Q3 2024 when similar trends led to 19% churn.
Stock Depletion Alert
Top SKU inventory depletion in 8 days at current velocity (174 units/day)
Current stock: 1,392 units. Reorder lead time: 12 days. Stockout will cost est. $18,400 in lost sales based on historical demand patterns. Order by EOD Monday to avoid gap.
Email Performance Impact
Email open rate trend (-8% over 14 days) predicts -$12,000 revenue next month
Historical correlation: Every 5% drop in email opens correlates with 3.2% revenue decline 21 days later (89% accuracy over 18 months). Current decline rate: 0.57%/day.
Time Horizons
Luna forecasts across three time horizons, each with different confidence levels and use cases.
7-30 Days
- ✓High confidence (80-95%)
- ✓Inventory management
- ✓Cash flow planning
- ✓Campaign optimization
- ✓Resource allocation
1-3 Months
- ✓Medium confidence (70-85%)
- ✓Revenue forecasting
- ✓Hiring decisions
- ✓Marketing budget
- ✓Strategic pivots
3-12 Months
- ✓Scenario-based (60-75%)
- ✓Annual planning
- ✓Product roadmap
- ✓Market expansion
- ✓Strategic initiatives
How Luna Works
Historical Analysis
Luna analyzes minimum 90 days of historical data to identify patterns and trends
Pattern Recognition
Advanced time series models (ARIMA, Prophet, LSTM) detect cyclical patterns and seasonality
Future Projection
Ensemble methods combine multiple forecasting approaches for improved accuracy
Confidence Scoring
Every prediction includes confidence intervals so you know how much to trust it
Technical Specifications
Execution Cadence
Daily scheduled runs + on-demand for scenario modeling
Data Requirements
- 90 days minimum historical data
- Consistent metric tracking
- 1 year preferred for seasonality
Core Technologies
- ARIMA, Prophet, LSTM models
- Linear & polynomial regression
- Monte Carlo simulation
- Ensemble forecasting methods
Output Types
- Revenue forecasts
- Churn predictions
- Demand forecasts
- Scenario models
- Leading indicator reports
Cosmic Collaboration
Luna's predictions are most powerful when combined with insights from other agents.
When Sherlock finds a root cause...
Sherlock: "Mobile checkout flow causing 31% abandonment"
Luna: "If unchanged, forecasting -$45k revenue this month"
Harbor: "Revert flow immediately (P0 priority)"
Ready to see your future?
Let Luna reveal what's coming so you can act before it happens.