Every investigation completed teaches the platform about your environment, your threat landscape, and your team's methodologies. Case #100 is solved fundamentally faster than case #1.
Time to First Hypothesis
Reasoning Transparency
Evidence Correlation
Black Box Conclusions
Capabilities
TracePilot doesn't wait for queries. It hypothesizes, gathers evidence, discovers connections, and narrates findings — as a senior analyst would.
Start with a hypothesis. The platform helps you test it — surfacing supporting and contradicting evidence, adjusting confidence in real time as data arrives.
Automated assembly of evidence chains from disparate sources — logs, alerts, network data, identity events — into a coherent narrative.
Don't just correlate — understand connections. The platform identifies meaningful relationships between events, not just temporal coincidence.
The AI narrates findings as the investigation progresses: "Based on the evidence so far, here's what we know, what we suspect, and what we need to verify next."
Quantified confidence levels that update as evidence arrives. See exactly how each piece of evidence shifts the probability of each hypothesis.
When a new case resembles a past investigation, the platform surfaces the connection: "This matches a pattern from case #247 — want to start from that approach?"
Investigation Flow
Trigger
An alert, a suspicious event, a hunch — any starting point opens a case.
Hypothesize
AI generates initial hypotheses based on the trigger and your organization's history. You can add, modify, or reject them.
Gather
Platform automatically pulls relevant evidence from all connected sources — logs, alerts, identity events, network data.
Analyze
Confidence models update in real time. The platform identifies dependency chains, correlations, and anomalies across the evidence.
Narrate
"Based on the evidence, Hypothesis A is now 87% likely. Here's the evidence chain, and here are the two remaining unknowns."
Resolve
Complete findings, documented evidence chain, and confidence scores — ready for reporting or handoff. Case becomes institutional knowledge.
Confidence Models
TracePilot doesn't just tell you what happened. It shows you how confident it is in each hypothesis — and how each piece of evidence shifts that confidence. Full reasoning transparency, not black-box conclusions.
Analysts can challenge the model at any point: “What if we exclude this evidence?” “What would change if the timeline was off by an hour?” The platform responds instantly, adjusting confidence levels without losing context.
Compromised credential (lateral movement)
87%14 evidence items
Misconfigured firewall rule
41%6 evidence items
Insider threat (data exfiltration)
12%3 evidence items
Latest evidence shifted H1 confidence from 72% → 87%. The new network log confirms lateral movement patterns consistent with credential compromise.
Start free. Every case builds institutional knowledge that makes future investigations faster.