Marais Advisory is a boutique AI strategy and implementation firm serving private equity sponsors and their portfolio companies. LMA designs and builds production AI systems that create measurable value within a fund's hold period, with outcomes centered on cost takeout, cycle-time compression, and EBITDA impact. Engagements span competitive and sales intelligence platforms, predictive scoring for churn and demand, document extraction and workflow automation for fund operations, service-desk agents, and enterprise LLM rollouts with governance. The firm is vendor-agnostic across model providers and platforms, including Anthropic, OpenAI, Google, Databricks, and Snowflake, and works across industries from telecom and life sciences to healthcare and financial services.