Transform unstructured, incomplete information into calibrated probability forecasts — grounded in base rates, disciplined updates, and real-world outcomes.
— Infrastructure layer —
Wildebeast is a forecasting engine designed to power applied decision platforms like VectorBay.
2-minute walkthrough • Calibrated, probability-driven outputs
Private markets move trillions — yet most decisions rely on pitch decks, static spreadsheets, and gut instinct that don't update when reality changes.
Spreadsheets freeze assumptions. Markets don't.
Pitch decks are biased. Sales forecasts are optimistic.
Gut instinct isn't measurable or improvable.
LLMs extract insights from unstructured data
Prediction markets outperform expert intuition
No one built the calibration engine — until now
Wildebeast provides the calibration layer that applied decision platforms depend on.
Core forecasting primitives provided by the Wildebeast engine
Ground predictions in historical base rates
Convert messy data into model-ready features
Track how forecasts evolve as new information arrives
Model uncertainty with scenario trees and risk curves
Combine multiple signals into unified forecasts
Real outcomes continuously improve forecast accuracy
The forecasting flywheel that transforms uncertainty into calibrated probability
Documents, updates, models, notes, market data
Convert messy data into engineered model inputs
Probabilities, scenarios, trends, risk distributions
Outputs power applied decision platforms
Actual results feed back into the engine
The more it's used, the more accurate it becomes
Wildebeast is designed to plug into existing decision workflows — not replace them.
Teams send structured signals, documents, or features into Wildebeast and receive:
• Calibrated probabilities
• Uncertainty ranges
• Scenario distributions
These outputs feed directly into internal tools, dashboards, or underwriting models.
Platforms like VectorBay use Wildebeast behind the scenes to:
• Establish base rates
• Apply disciplined updates
• Track forecast accuracy over time
End users never see Wildebeast — they see better decisions.
Wildebeast doesn't make decisions. It powers the platforms that do.
Wildebeast operates beneath applied products like VectorBay. End users never see "Wildebeast" — they see better real estate decisions powered by calibrated probabilities.
• Calibrated probabilities (not point estimates)
• Uncertainty ranges (confidence intervals)
• Scenario distributions (possible outcomes)
• Real-time updates (as signals change)
VectorBay is the product. Wildebeast is the engine.
Wildebeast is not a standalone product. It's the calibration layer that serious decision platforms are built on.
Wildebeast exists at the intersection of forecasting science, engineering, and real-world capital deployment.
Indiana University
Forecasting research, methodology, and model design
Luminary Capital
Real-asset operator and strategic direction
Engineering
Feature engineering, MLOps, and probability modeling
Applied Real Estate Product
Structured underwriting built on Wildebeast
This combination of academic rigor, engineering excellence, and market validation doesn't exist anywhere else.
We're working with select partners who understand that calibrated forecasting is infrastructure, not a feature.