Aiviq published a research piece breaking down what distribution intelligence for private credit actually requires and why standard approaches are failing firms building for this opportunity.

Aiviq gives global asset managers the clarity they need to compete. Founded in 2017, we fuse AI and human intelligence to turn fragmented client data into a single, trusted view of client economics - the Client Book of Record (CBOR). Trusted by leading investment firms worldwide, we pioneered CBOR as a discipline and continue to lead it. Our platform delivers 300+ market data connectors, 160+ enterprise use cases, and Aiviq Intelligence - our integrated AI workbench powering enterprise-grade datasets, workflows, and intelligence at scale. With 15+ years of industry DNA and 50% of our team dedicated to R&D, we combine deep domain expertise with world-class engineering. Global support, comprehensive data coverage, and an advanced rules engine handle real-world complexity - while our true partnership model means we work as an extension of your team, not a vendor at arm's length. As part of the Alpha FMC Group, we draw on unrivalled access to market intelligence to shape a roadmap that stays ahead of the market. Named in the WealthTech100, winners of the FinTech Awards 2024, and a Top 1% Workplace in 2025.