Our Methodology
How MonitorStash turns public information into professional intelligence.
Coverage selection
Professional intelligence starts with the right sources. We help you select public coverage across government, business, trade, research, media and events aligned to your decision-making needs.
Deterministic relevance
Relevance is not subjective. Clear criteria determine what surfaces from your coverage. Transparent rules. Auditable decisions.
AI assistance
AI helps. It extracts structure from raw information, identifies connections and highlights patterns. But professionals always decide.
Human validation
Professional analysts review all signals. They validate evidence, assess confidence and determine if a signal is actionable.
Evidence quality
Every observation is graded by source reliability and content freshness. Confidence scoring reflects evidence strength.
Provenance tracking
Complete chain of custody. From source observation through signal validation to final opportunity assessment. Always traceable.
Uncertainty quantification
We are explicit about what we know and what we don't. Confidence levels reflect evidence quality. No false certainty.