The post documents both the query patterns and the structural gaps — absent beneficial ownership data and no historical record reconstruction — that investigators encounter when tracing ownership chains through Indian entities in cross-border work.
Developers building MCP-based data connectors can adopt the dual `source`/`normalized` response pattern and rate-limit-as-product-behavior approach to handle messy real-world APIs without sacrificing debuggability or data fidelity.