Agent workflow

Calm first, analyze second, act only with the user.

SignalWard is designed around the moment when a scammer tries to make searching or telling someone feel dangerous.

01Calm

SignalWard first tells the user they do not need to reply, pay, or keep the secret alone.

02Submit

The user uploads a screenshot, pastes text, or adds a call transcript. SignalWard never monitors chats silently.

03Perceive

Qwen extracts visible text, threats, deadlines, money requests, and secrecy pressure.

04Independent review

NVIDIA Nemotron on Nebius reviews original text and extracted evidence without seeing Qwen’s risk conclusion. Screenshot review depends on Qwen’s extraction.

05Reconcile

Code compares the two judgments, shows disagreements, and retains the higher caution level. A failed review is explicitly marked unavailable.

06Act safely

Safe replies, evidence summaries, and verification steps stay under user control.