LiquiLens is a financial research platform for teams reviewing banks, NBFCs and MFIs. It combines source-linked public filings, NPA movements, funding evidence and dated research views in a browser workspace, with read-only REST and MCP interfaces for developer and analyst workflows. Source dates, units, coverage limits and missing values remain visible. Public research is available without an API key; private pilot work is separately scoped.
Seiche is a source-cited financial research platform for funding markets, benchmark rates, foreign exchange and capital-market context. Research teams can explore browser dashboards or use read-only REST and MCP interfaces. Responses retain observation dates, native units, coverage limits and restricted or unavailable states. Public research access requires no API key. Source cadence varies, and successful retrieval is not a freshness guarantee.
Undertow is a read-only market-liquidity research platform for analysts and risk teams. It presents dated venue evidence and position-size-specific exit-cost estimates, with browser views and machine-readable interfaces. Public summaries are free; subscriber and other authorized surfaces retain separate access and payment requirements. Results preserve methodology, source dates, missing venue values and coverage limits. Estimates are research outputs, not executable quotes or investment recommendations.