Numbers in an analytics platform are only as trustworthy as the logic behind them. When an investor challenges an assumption, an auditor requests documentation, or a risk team needs to validate a methodology, the answer should already be there. Cardo AI’s Data Lineage makes that possible, giving users complete visibility into how every field displayed in the platform is derived, from source to screen.
Full traceability, end to end
For each and every figure displayed in Cardo AI, users can trace exactly where it comes from. From the raw data provided by servicers and trustees, through the ingestion and transformation pipeline, all the way to the value shown on screen. Powered by LLMs (Large Language Models), the system automatically documents and interprets every step in plain language, so that the story behind any number is always one click away.
From fragile to auditable
Governance and auditability in structured finance are not optional. Yet in most workflows, tracing a number back to its origin means going back to the source manually, digging through transformation scripts, and hoping the methodology is documented somewhere. That is a fragile foundation.
What makes this particularly challenging is that relevant metrics are rarely a direct reflection of the raw data. Whether a loan is classified as defaulted, for instance, depends on contractual definitions that vary across transactions. The same underlying event can be treated differently depending on the deal, and those distinctions have real analytical consequences.
Data Lineage gives users the tools to navigate that complexity with confidence. Every field carries its own explanation, from the source data all the way through the logic that shaped it. Reviews that used to require back and forth with data teams, reading of documentation and analysis of excel spreadsheets (or even code!) now take seconds. Audit trails and investor transparency become a natural byproduct of the analytical workflow, not a separate exercise that happens after the fact.
See how Cardo AI gives your analysts more time to think and less time to search.
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