AI models that will give the likelihood score (classification model) of a company being acquired, which goes as a crucial input to M&A deal analyses.
The input to the model are companies’ fundamentals (example: growth, profitability, leverage, size, liquidity, valuation ratios), change in management, MD&A, analyst opinions, news analyses etc.
Predictive solutions using fundamental + text analytics instead of traditional heuristic analyses.
This can be delivered as prepackaged solution and/or through APIs (part of existing workflow).
H2O's AI and Data Approaches
Operationalize large datasets
Natural language processing and document analysis to analyze M&A and annual reports