How CBL builds financing information

Reviewed September 30, 2026

Start with primary sources from programme administrators and providers. Separate published facts from educational interpretation, and record verification dates. A source URL alone is not proof that a claim is current.

The compatibility engine uses explicit business needs and transaction characteristics. It does not make underwriting decisions, apply invented provider thresholds, predict approval or estimate undisclosed pricing.

Product mechanics, uses of funds, provider identities and commercial relationship evidence are maintained separately. The website and read-only MCP use the same knowledge objects and calculation functions.