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TRACE RELACRYX

Case files

What actually happens

Public cases from India, Australia and the United Kingdom, each mapped to the six-stage lifecycle.

How these were chosen and written

  • Each case comes from an official publication or an established news report, linked at the bottom of the card. We summarise in our own words.
  • We leave out the names of victims and of accused people. Arrests are allegations, and nobody here has been shown to be guilty in court.
  • The cases illustrate the lifecycle. They are not a sample, and they say nothing about how common any one type is.
  • The lure-and-extortion cases from India are extortion rather than long romances. They are included because they use the same levers of shame, fear and money.
  • We describe offenders and victims in neutral terms on purpose. People of every gender and background commit these crimes and are harmed by them, and no case here should be read as typical of who does what.

4 case files

Australia

Disruption operation · Raid November 2024; warnings sent 31 January 2025

A call-centre raid becomes 5,000 warnings

AFP-led Joint Policing Cybercrime Coordination Centre, with the National Anti-Scam Centre

Operation Firestorm targets offshore organised crime networks that deceive Australians through romance, cryptocurrency and investment scams.

After Philippine authorities raided a scam compound in central Manila that ran a coordinated romance-baiting scam, the AFP identified Australian targets and passed their details to the National Anti-Scam Centre.

The Centre sent text warnings to more than 5,000 potential victims, urging them not to send money to people they had met online and explaining what to do if they already had. A separate raid in Bangkok in June 2025, on a call centre running an investment scam, led to nearly 2,000 more notifications.

  • Stage 4: A small ask
  • Stage 5: Bigger, and secret
  • Stage 6: The trap closes

What it shows

Stopping a network at its source can turn into protection for people who have not yet lost money. A warning delivered before the next payment is the point at which a message can still change the outcome.

Where Relacryx comes in

Relacryx's network layer is built around this idea: a shared indicator, such as a contact list, a wallet, or an account, becomes an early warning for every institution that may hold a possible victim, without anyone sharing a personal story.

Sources: National Anti-Scam Centre, March 2026; National Anti-Scam Centre, 31 January 2025

Cross-sector taskforce · July to December 2025

Banks, platforms, police and survivors work as one team

National Anti-Scam Centre, Romance Scam Fusion Cell

A time-limited taskforce brought together dating and social media platforms, law enforcement, banks, victim support services, cryptocurrency exchanges, academic experts and romance scam survivors.

It referred 1,004 suspected scam transactions for investigation, 168 suspect crypto wallet addresses for blocking, and 377 websites, messaging accounts, emails and profiles for removal.

It also built frameworks for sharing suspected pre-scam transactions between banks and crypto exchanges, three frontline guides for bank staff, police and carers, and a 20-question Online Relationship Health Check for the public.

  • Stage 1: The approach
  • Stage 2: Fast closeness
  • Stage 4: A small ask
  • Stage 5: Bigger, and secret

What it shows

No single organisation sees the whole journey. The platform sees the first message, the bank sees the payments, the exchange sees the wallet. Value came from connecting them.

Where Relacryx comes in

Relacryx is designed as research into exactly this connection: how signals from different organisations can be combined explainably, proportionately, and without handing over customers' data.

Sources: Scamwatch, 2026; National Anti-Scam Centre, March 2026

Intervention before loss · Published in the 2025 report

A friend asks a question, and no money is sent

National Anti-Scam Centre (consumer story, names changed)

A person matched with someone on a dating platform. The other person said they usually lived in Australia but were about to start work overseas for three months, and asked to move the conversation to an encrypted messaging app.

After a few weeks the other person said their passport had been taken and they needed US$500 to get it back, then a further US$2,000 for a new plane ticket.

The person confided in a friend, who was suspicious and suggested the National Anti-Scam Centre's Online Relationship Health Check. They saw that the behaviour matched known scam behaviour, sent no money, and stopped replying.

  • Stage 1: The approach
  • Stage 2: Fast closeness
  • Stage 3: Money enters the conversation

What it shows

A trusted outside voice and a short list of known signals were enough to break the pattern before the first payment. Telling someone is not a weakness, it is the intervention.

Where Relacryx comes in

The Relationship Check on this site follows the same principle: a calm, private way to see the signals laid out, with nothing stored and no personal details asked.

Source: National Anti-Scam Centre, March 2026

Public warning · 21 January 2024

The four steps of romance baiting

Australian Federal Police

The AFP described a four-step process. Packaging: offenders build an attractive persona and open with a cold message, often framed as an accident. Raising: daily contact, pet names, and declarations of love within weeks.

Then the investment step: the victim is directed to a fake trading platform showing false growth. When they try to withdraw, they are told to pay verification fees or taxes. Finally the cash-out: further demands, and in some cases threats to expose intimate images.

Listed warning signs include accidental first messages, displays of wealth and crypto, pressure to invest, requests for intimate pictures, and guilt or threats.

  • Stage 1: The approach
  • Stage 2: Fast closeness
  • Stage 3: Money enters the conversation
  • Stage 6: The trap closes

What it shows

The pattern is a sequence, not a single event. Looking only at the payment misses the weeks of preparation that make it possible.

Where Relacryx comes in

Relacryx's six-stage lifecycle extends this description into signals a person or a bank can observe at each stage, and tests whether earlier detection is possible.

Source: Australian Federal Police, 21 January 2024

4 case files

India

Public warning · 17 and 18 March 2026

Fake dating and video-calling apps, promoted with AI-made videos

Hyderabad City Police Commissioner (as reported by Telangana Today and Deccan Chronicle)

Hyderabad's Police Commissioner warned of rising honey-trap cyber frauds that use fake dating and video-calling apps. They are promoted through ads on social media, using AI-generated videos of attractive profiles.

Once an app is installed, it can reach the person's contacts and photo gallery. During a video call, the other side shows explicit content and records the person's face, then edits the recording to make compromising material.

The person is then threatened that it will be sent to family and friends unless they pay. Police said many people, afraid of embarrassment, end up paying large sums. They urged people not to install unfamiliar apps, to be cautious with late-night ads, and to report to 1930 or cybercrime.gov.in without fear of exposure.

  • Stage 1: The approach
  • Stage 2: Fast closeness
  • Stage 6: The trap closes

What it shows

The lure no longer needs a real person: a convincing ad and an AI-made video are enough. What makes it work is fear of embarrassment, which is why telling someone and reporting early is the defence.

Where Relacryx comes in

Relacryx's blackmail guide follows the same advice: stop contact, do not pay, keep evidence, report, and get images removed where a tool exists. The threat path in the pause and the check lead straight to it.

Sources: Telangana Today, 17 March 2026; Deccan Chronicle, 18 March 2026

Police operation (allegations) · 19 January 2026

A couple who allegedly invited people home and secretly recorded them

Karimnagar Police, Telangana (as reported by The Logical Indian)

Police said a married couple ran a blackmail scheme for about three years. They allegedly used social media to build casual contact, invited people to their home, secretly recorded the meetings, and then threatened to release the videos to families and workplaces unless money was paid.

Police said more than 100 people were reportedly targeted. One complainant said they paid 13 lakh rupees and faced a demand for 5 lakh more. Police seized phones, videos, cash and cheques, and urged other victims to come forward with assurances of confidentiality.

These are police allegations at the time of reporting, not findings of a court.

  • Stage 2: Fast closeness
  • Stage 6: The trap closes

What it shows

Honey-trap blackmail is not only online. The same pattern, a friendly approach, an invitation, hidden recording, then a demand, can start with a message and end in person. Anyone can be targeted, and coming forward is what ends it.

Where Relacryx comes in

The blackmail guide covers this variant too: the steps are the same whether the recording was made online or in person.

Source: The Logical Indian, 19 January 2026

Police operation (allegations) · 3 June 2025

A syndicate run through fake loan call centres and sextortion

Delhi Police Crime Branch (as reported by All India Radio)

Police said a pan-India syndicate ran several fraud 'verticals', including fake loan call centres in which victims were deceived by impersonators of banks, and a module that blackmailed people with private photos and videos obtained online.

Fifteen people were arrested, and investigators identified a money trail of five crore rupees. Police said the group procured bank account 'kits' and used them to carry out various cyber frauds.

These are police allegations at the time of arrest, not findings of a court.

  • Stage 6: The trap closes

What it shows

Fraud and sextortion are often run by the same organised groups using shared accounts and infrastructure. That is why a view at the level of accounts and networks matters as much as a view of one victim.

Where Relacryx comes in

The console's network layer links beneficiary accounts across cases, and its safeguarding path handles the sextortion side: no blame, no pressure to pay, and fast routes to reporting.

Source: All India Radio, 3 June 2025

Police operation (allegations) · 30 March 2026

A lure-and-extortion ring posing as police

Umra police, Surat (as reported by ETV Bharat)

Police said a person who searched online for a companionship service was directed to a flat. There, three people posing as police allegedly assaulted them, claimed to have video evidence, and threatened to implicate them in a serious criminal case unless they paid.

The group allegedly demanded five lakh rupees to settle the matter. Five people were held, and police said the alleged mastermind was still at large.

Police said the group lured victims through online advertisements. It is extortion rather than a long romance, but it uses the same levers: shame, fear, and a demand for money.

  • Stage 6: The trap closes

What it shows

Threats work because people fear exposure. Anyone targeted this way can report to the police or a helpline, and the responsibility lies with the people making the threats.

Where Relacryx comes in

Relacryx's threat pathway tells the person plainly that they have done nothing wrong, not to pay, to keep evidence, and where to report, and it avoids any wording that blames.

Source: ETV Bharat, 30 March 2026

2 case files

United Kingdom

Bank-side detection · FCA multi-firm review

Five low payments to one new payee, caught in a day

Financial Conduct Authority

The FCA reviewed how six firms detect and prevent romance fraud. It found fraudsters often begin with low-value payments that reinforce trust and look consistent with normal spending.

In one case a customer tried to make five payments to the same new beneficiary on the same day. The values were low, but monitoring identified the behaviour and deferred the last two payments for manual review, preventing further loss.

Other signals firms used included spending on dating sites followed by related transactions, loan funds received and quickly sent to money transfer services, and payments to beneficiaries with earlier fraud concerns. In another case a customer told staff they planned to send crypto overseas to a 'partner' in the military.

  • Stage 4: A small ask
  • Stage 5: Bigger, and secret

What it shows

Low-value payments are not safe payments. The combination (new payee, same day, repeated) is what stood out, and a human review of the last two payments was what stopped the loss.

Where Relacryx comes in

These are the transaction rules in the Relacryx console (TX1 to TX7). They are starting points, not proven predictors, because the FCA's findings come from a review of six firms.

Source: Financial Conduct Authority, Multi-firm review

Conviction · Sentenced 17 March 2026

A conviction for a romance fraud on two dating apps

Crown Prosecution Service and City of London Police

An offender met three people on two dating apps while presenting a false picture of themselves as someone seeking a genuine relationship. After the relationships formed quickly, they asked each person for money for living costs, travel and other expenses, promising to repay it.

The offender obtained about £28,500 in total. One victim was left stranded after travelling to meet them. Victims faced emotional pressure, and the offender falsely suggested that the authorities would dismiss their reports.

The offender pleaded guilty to three counts of fraud and was sentenced at Canterbury Crown Court to three years in prison. This is a conviction, unlike the arrests described elsewhere on this page.

  • Stage 2: Fast closeness
  • Stage 4: A small ask
  • Stage 5: Bigger, and secret

What it shows

Romance fraud is not only a crime of distant networks or large investment platforms. The same pattern of fast closeness, small requests, then repeated ones operates in small cases, and the CPS describes it as preying on the unique trust of intimate relationships.

Where Relacryx comes in

The public check is designed for exactly this: it treats a quick relationship plus repeated requests for money as a pattern to pause on, whoever the person is and wherever they are from.

Source: Crown Prosecution Service, 17 March 2026