Insight Factory builds AI, data science, and data engineering solutions for PE-owned portfolio companies and their sponsors, turning fragmented data into measurable EBITDA growth.  We work at two levels: the portfolio company's P&L, and the sponsor's portfolio-wide AI agenda.  Our AI Solution Accelerators pair a proven, reusable solution core with configuration to each company's own data and systems, delivered as a production system the client owns and runs.  Recent results include greater than 16x ROI on fees from an AI pricing and procurement engine at a PE-owned global parts distributor, and a 16% conversion-rate lift from ML lead scoring at an $800M D2C home services roll-up.  Delivery pairs a US-based data science and AI group with a 100+ engineer build organization with deep experience across all major clouds and AI / LLM interfaces.