Research and data teams
Rerun any result on exactly the same data.
Point-in-time datasets with pinned versions, so research can be rerun, reviewed and explained.
What changes
What gets easier.
Row counts and completeness on every response
As-of boundaries applied before rows return
Notebooks, APIs and agents read one governed dataset
What you'd use
The parts that matter here.
DATA APIKappa Data API
Pin a dataset version and get the same result later.
TRADEPOLARIS MCPTradePolaris MCP
TradePolaris data and your portfolio inside your AI workspace, read-only.
DATAThe data lake
Six asset classes, with each dataset's dates and revision rules shown.
AI RESEARCH ANALYSTVega
Ask the question you'd give an analyst.