SentinelSim is an AI-powered cybersecurity investigation platform that transforms security logs into structured, evidence-backed incident reports. Its main goals are to: Analyze security events and identify suspicious activity. Correlate related events and reconstruct an incident timeline. Use AI to explain potential attack patterns in understandable language. Link findings to the original log records so analysts can verify the evidence. Distinguish confirmed observations from hypotheses and highlight uncertainty. Recommend appropriate investigation and containment steps.