Every claim in a Kairo report is traceable to a source, a timestamp, and a confidence score.
We fetch DexScreener, GeckoTerminal, and the project website in parallel. Each fact — price, liquidity, socials, deploy date — is wrapped in an Evidence Object with provider, capture time, and availability. Nothing downstream sees raw provider blobs.
Numeric facts (24h change, volume/liquidity ratio, market age, socials count) are computed in code, not by an LLM. They are the ground truth the rest of the pipeline reasons over.
Five specialists — Market, Narrative, Developer, Wallet, Risk — read their own evidence bundle and emit findings tied to evidence IDs. If evidence is missing, the specialist declares 'insufficient-evidence' rather than inventing content.
A lead analyst composes the summary from specialist findings only. Conviction is scored from signal weights and confidence bands, not raw prose.
Every section shows source badges, freshness age, and confidence. The Evidence panel exposes the raw objects so you can verify the chain from claim to source.
Kairo is a research tool, not investment advice. Reports may be partial when providers are unreachable or when a token is new. Always verify claims against on-chain data before acting.
