Claro - Research Agents

Claro is going after the boring-but-crucial problem no one else wants to touch: AI outputs that look perfect but are impossible to verify. They're running 14 task-specific agents inside a native table that actually return confidence scores, full citations, and ranked sources per cell — so when their enrichment or PDF extraction works, you can trace it back to the exact passage or document section. The multi-model consensus and LLM-as-judge filtering are doing the real work here, catching hallucinations before they hit your spreadsheet. Targeting marketplaces and distributors who need verified supplier catalogs is actually smart — these are the exact people whose businesses collapse if their data turns out to be wrong, and most AI tools just hand you a pretty answer and bounce.