Freshcontext

FreshContext is a context integrity infrastructure layer for AI agents and retrieval systems that ensures information entering an AI workflow is fresh, reliable, and attributable. It sits between retrieval and reasoning, scoring and ranking context not just semantically but also by freshness (decay-adjusted relevancy), source profile, utility, and provenance before it reaches the model or agent. It issues structured, signed verdicts for each context item, helping prevent reliance on outdated or stale information in RAG and other AI pipelines.