CybAI™ is built so an officer, investigator or judge can see exactly why a communication was flagged. The indicators and the reasoning chain come first; the confidence number comes last. No black box, no autonomous accusations.
Investigators and judges value clarity and technical depth, so CybAI™ never leads with a confidence number. It surfaces the indicators first - spoofed sender cues, manipulated-text patterns, link anomalies, entity extraction, timestamped transcript segments - and the reasoning chain that led to escalation. The model assists the analyst; it never replaces their judgement.
The specific cues that triggered the flag - spoofed senders, link anomalies, manipulated-text patterns and more.
Names, numbers, addresses and links pulled from the artifact and shown for verification.
Every finding keeps source references and timestamps so it can be traced and audited later.
The step-by-step logic from raw input to recommendation - logged, not hidden inside the model.
The artifact is parsed into observable features - never an opaque score straight away.
Indicators and the reasoning chain are presented so a human can follow the logic.
Only after the evidence does CybAI™ attach a risk level and recommendation.
An analyst reviews and decides. Outputs are aids, never autonomous accusations.
| Module | Explainable evidence it surfaces |
|---|---|
| CybAI™ InboxGuard | Spoofed-sender cues, link anomalies, threat-intent indicators and extracted entities behind every escalation. |
| CybAI™ MediaVerify | Manipulation and splice regions, synthetic-generation likelihood, plus metadata and provenance checks - framed as triage, not a verdict. |
| CybAI™ VoiceIntel | Timestamped transcript segments, extracted keywords and named entities, and the translated summary that supports each flag. |
| CybAI™ SafeLine | A plain-language explanation of why a message is risky and what to do next - the same reasoning, written for everyone. |
Note: CybAI™ explains its reasoning without exposing proprietary models or code. Transparency is about evidence and logic, not source.