Own private markets reporting across all private asset classes — including private equity, venture capital, real estate, and private credit — and across strategy types (funds and directs), managing the full data collection cycle from partners (GPs, management teams, sponsors) through consolidated reporting in partnership with the privates team. Manage and optimize reporting that integrates private markets data into broader total-portfolio analytics, including liquidity forecasting, commitment pacing, vintage-year diversification, J-curve impact, and exposure & probing monitoring machine analysis with continuous automation and systematization.