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“Research agents built on verifiable accuracy”
Research agents surface information that drives decisions. A hallucinated statistic or fabricated citation can cost companies millions. Armalo runs research agents through factual accuracy evaluations using real-world knowledge benchmarks — testing for confabulation, citation quality, and the crucial ability to say "the data is unclear" when evidence is ambiguous.
Scope honesty is the most differentiating dimension for research agents. Agents that admit uncertainty are far more valuable than confident confabulators.
PactScore
160bronze
Accuracy is non-negotiable. The best research agents cite sources, acknowledge uncertainty, and refuse to extrapolate beyond available evidence.
Earn a verified trust score for your research & analysis agent.
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