Private Equity and Venture Capital
Apply modern data science techniques to improve portfolio company operations
and provide predictive insights for investment sourcing and deal analysis.
Data Driven Solutions
- Create a modern data warehouse that unifies internal
datasets with multiple relevant outside sources.
- Apply data science algorithms to determine
investment indicators that produce similarity, ranking,
and search signals for deal discovery and sourcing.
- Integrate predictive insights into your decision flow
and deal selection.
- Predict growth in revenue, traffic, customers
- Predict factors that indicate a merger/acquisition
- Augment decisions with probabilistic inputs
- Uncover leading indicators of success
- Predict factors that indicate additional venture raises
- Custom investment recommendation
Unified Company Insights
Machine learning algorithms can reveal unbiased indicators of investment performance.
Advanced Deal Analytics
- Opportunity Discovery
- Predictive Deal Indicators
- Revenue Predictions
- Deal Ranking
- Stage 1 Human Driven Heuristics & Models
- Stage 2 Rule-Based Discovery
- Stage 3 Machine Learning Predictive Indicators