Convincing research identities
Each investigation can use a distinct, consistent identity with its own objective, tone, history, and stop conditions—without exposing internal contact details.
FULLY AI-AUTOMATED SCAM-BAITING SOFTWARE
Sweeping scams.
Protecting people.
Dustpan Nexus automates controlled scam-baiting, evidence capture, and network mapping. It engages scam operations so researchers can study the playbook, preserve the trail, and build a clearer case without putting a person in the middle of every interaction.
Automated engagement
Evidence preserved
Networks exposed
02THE HEART
Realistic interaction
creates the evidence.
Dustpan Nexus is not only a scanner or a dashboard. Its core is a controlled AI operator built to make an interaction feel real to a scam operator: it can rotate purpose-built research identities, carry detailed background context, keep its story consistent, and use text or voice to observe how the operation adapts.
Voice and text continuity
The AI can move between written conversation and voice calling while keeping the same case context, questions, observations, and evidence trail.
Believable, adaptive exchange
It responds to pressure, changes in story, urgency, and requests for payment or access so the operation reveals its actual playbook instead of a scripted demo.
Results that survive review
Every useful interaction becomes a dated record: what was said, what changed, what was observed, and which connections deserve follow-up.
Controlled by design.Interactions are bounded and logged. The system is not used to steal credentials, access protected accounts, solicit money, or expose private information.
03THE NEXUS
Software built to
hold the scam in view.
Fraud rarely looks like one event. It is a chain of messages, websites, accounts, payment requests, and repeated tactics. Dustpan Nexus uses AI to keep that chain moving, structured, and reviewable—so a research team or trusted partner can understand what happened and what to do next.
See how a signal becomes a case →FIELD NOTE / 001LIVE VIEW
DN
One view for what happened, who is connected, and which action is responsible next.
04CAPABILITIES
Expose the playbook
Document the claims, pressure tactics, payment requests, and digital trail that make a scam recognizable.
Connect the operation
Compare names, accounts, domains, contact points, and repeated behavior to reveal meaningful links.
Build the case file
Turn raw material into a dated timeline, source notes, exhibits, and a concise handoff for the right partner.
Support a safer response
Keep the work deliberate and privacy-aware so the next decision protects people and preserves what matters.
05THE METHOD
From first report
to clear action.
Every signal follows the same disciplined path: establish what is known, test what it means, and make the next responsible move visible.
01
Receive
Start with a report, a question, or a suspicious pattern.
02
Preserve
Capture the relevant details before links, pages, or messages change.
03
Verify
Separate what is observed, reported, and still unconfirmed.
04
Connect
Map the relationships and repeated tactics across the trail.
05
Explain
Build a plain-language timeline that makes the pattern understandable.
06
Route
Point the case toward the person or organization best placed to act.
06THE SYSTEM
A closed loop
for scam research.
Dustpan Nexus is built as an AI-operated workflow: a signal enters, the system investigates it inside defined boundaries, and a documented case comes out. Each stage leaves a record that can be reviewed instead of disappearing into a chat window.
Start with a signal
A report, message, domain, phone number, payment request, or suspicious pattern becomes a structured research brief.
Decide what matters
AI classifies the signal, identifies missing context, checks for duplicates, and sets a clear question for the investigation.
Choose a safe approach
The system selects a controlled research posture, conversation objective, stop conditions, and evidence to collect before engagement begins.
Let the AI do the baiting
Within approved limits, the AI maintains the interaction, asks useful questions, recognizes pressure tactics, and keeps the exchange focused on learning how the scam works.
Preserve the trail
Messages, links, claims, timestamps, account details, and observed behavior are organized with their source and context intact.
Map the operation
The system compares entities and behaviors across cases to reveal shared infrastructure, repeated scripts, and relationships worth reviewing.
Build the case file
Findings become a plain-language timeline with confidence notes, supporting exhibits, open questions, and a clear summary of what is known.
Make action possible
The finished package can be routed to the right safety, platform, research, or investigative partner for the next responsible decision.
+Automation with guardrails
The system is designed to stay inside defined scope: no credential theft, no unauthorized account access, no uncontrolled escalation, and no exposure of private information. When a situation crosses a boundary, the workflow stops and flags it for review.
07OUR STANDARD
Clear eyes.
Clean records.
Safer outcomes.
01
We distinguish evidence from assumption and label uncertainty honestly.
02
We minimize exposure of private information and handle sensitive material deliberately.
03
We measure the work by whether it helps someone make a safer decision.
DUSTPAN NEXUS / OPEN CHANNEL
See something that
doesn’t add up?
Send the basics of what you saw and why it concerns you. We will help determine whether there is a pattern worth documenting and where it should go next.
Share a signal ↗Opens a pre-addressed Gmail draft. No message is sent automatically.
contact@dustpannexus.comDN↗