M&A target screening

Our fractional AI Architects build custom screening models that automatically evaluate potential acquisition targets against your specific strategic criteria. Instead of manually analyzing hundreds of companies, our AI systems process financial data, market positioning, competitive dynamics, and operational metrics to surface the opportunities that truly fit your growth strategy. We integrate with your existing deal flow sources and proprietary databases to create a continuous screening process that flags high-potential targets while filtering out obvious mismatches.

The screening models we develop go beyond basic financial filters. They incorporate qualitative factors like technology stack compatibility, cultural fit indicators, customer base overlap, and market timing considerations. Our AI Architects work directly with your corporate development team to understand your acquisition thesis, then build algorithms that think like your best dealmakers. You get a systematic approach to target identification that scales with your deal appetite and maintains consistency across your M&A program.