A deterministic macro intelligence system that separates measured facts from modeled estimates with point-in-time discipline.
Operating problem
Read liquidity and capital-flow regimes without lookahead bias, silent revisions, or hidden model uncertainty.
Vintage-aware data pipeline, point-in-time availability semantics, reproducible build IDs, and audit-ready provenance.
No-lookahead analytics and reproducible build IDs
Measured-versus-modeled separation
Liquidity tide and capital-flow current framework