How Vireth works
A calm second voice, in the moment that decides everything
Vireth does not predict crime, profile people, or chase criminals. It slows down the decisive moment and puts explainable knowledge between the attacker and your decision. That is why it is an intervention system, not a detection dashboard. It reasons with transparent, human-written rules rather than a machine-learning model, so every verdict can be traced to its cause.
Before, during, and after
Before
Harden and prepare
Pause rules you choose yourself and practice scenarios, so an attack feels familiar.
During
Pause, verify, act
The sixty seconds that decide the outcome.
After
Recover
Your deadlines, draft letters, reporting routes, and your rights.
A strong sense of justice
Protection that is not fair is not protection. These principles run through every screen.
The victim is never to blame
These crimes are engineered by professionals to fool careful people. Vireth's language never shames, and every recovery screen says so plainly.
Fairness to the innocent
The person on the other end may be genuine. False alarms are counted as harm, advice is capped by the evidence, and "this was me" is always accepted.
Accountability belongs to offenders and institutions
Vireth shows you your rights, your deadlines, and the fastest routes to report, so banks and authorities can act. It never tries to identify or punish anyone itself.
Attribution belongs to law enforcement
Vireth never infers who someone is, or where they are from, from a phone number, an accent, or a country. It assesses situations, never people.
Equal protection
The same protection for a teenager, a working parent, and a grandparent, in plain language, with larger-text and under-18 modes.
Recovery is a right
When harm happens, Vireth points you to the fastest real routes and the rights you have under your country's rules, verified against official sources.
The core loop
- 1Perceive. Ask what you know right now: who contacted you, what they want, the pressure you feel.
- 2Connect. Match it against a sourced, versioned base of real attack patterns.
- 3Explain. A plain-language verdict: what this looks like, why, and what is uncertain.
- 4Pause. Create the protective delay: verify, call back, check with a trusted person.
- 5Act. One safe next step, sized to the evidence.
- 6Forget. Close the page and it is gone. Nothing is recorded, saved, or sent.
Eight layers
L1
Signal
Only what you tell Vireth. It has no way to know anything else.
L2
Knowledge
Sourced, versioned attack patterns.
L3
Assessment
Deterministic, explainable reasoning. Never a bare score.
L4
Intervention
The pause, lockdown steps, live-call coaching, sized to the evidence.
L5
Human
Your decision always wins.
L6
Evidence on screen
Every verdict shows the answers behind it, on your screen. Nothing is kept.
L7
Improvement
The rules improve through published tests and review, with every change versioned. Vireth never learns from your answers.
L8
Governance
Red lines, safeguarding, standards alignment.
Phases, not versions
Each phase must pass the previous phase’s proof bar before the next is switched on. Phases I to V run entirely on your device. Phase VI would send data to a server for the first time, so it stays off until it has passed legal review. Phase VII needs a partner to go live.
- I. PausePayment-moment verificationLive
- II. LockdownAccount-takeover responseLive
- III. Live-call companionCoaching during a live callLive
- IV. RecoveryYour deadlines and draft letters if money has gone. Nothing is storedLive
- V. Authorised signalsYour own bank statement and account security activity, checked on your deviceLive
- VI. Community intelligenceAnonymised pattern sharing, feeding TRACE NexusDesigned, switched off
- VII. Institutional interfaceEmbeddable Pause check for banks and platformsPartner kit ready
One protective system
The public front door: checks messages, links, and calls, for teens to seniors.
TRACE Vireth
The intervention system: the calm second voice in the moment, and help getting money back afterwards.
TRACE Nexus
The intelligence and coordination layer: anonymised, consented patterns connecting victims, businesses, and authorities.
TRACE Risk Advisory
The engine that funds the mission and earns its credibility, helping organisations show the reasonable steps they take against scams.
Where it came from
TRACE Vireth extends a body of financial-crime research and tooling built by Himaja Prabhala, who previously worked as a financial crime analyst and has spent the past year researching and building TRACE, focused on efficient systems and AI explainability. The research paper, TRACE: An Interactive AI and Compliance-by-Design Framework for Financial Crime Detection, is documented, citable, and open to review at doi.org/10.5281/zenodo.20699574.
TRACE Risk Advisory’s compliance engine came first, then TRACE Nexus for professional investigators, then TRACE Shield for everyday scam checks. TRACE Vireth is the newest: the same approach, explainable rules and human judgement over black-box AI, applied to the moment a person is being pressured and to getting their money back afterwards.