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
Our Method
- 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.
Your Results
- 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
Make Machine Learning Work for You
Data science projects are complex and require a range of technical skills to ensure successful outcomes. Blue Orange offers full-service development to increase the delivery of cutting-edge data insights.
