The Foresight Lab
Issue 08Investment ('pig butchering') scams

The slow-burn that empties the whole account

It doesn't start with a wire. It starts with a relationship — weeks of trust, then a 'can't-miss' crypto investment, then everything they have.

Aug 3, 2026 3 min read

What we're seeing

Pig butchering' (sha zhu pan) is a long-con investment scam. The fraudster builds a romantic or friendly relationship over weeks, introduces a too-good-to-be-true crypto or forex 'investment platform,' shows fake gains to lure bigger deposits, then drains the victim across escalating transfers to crypto on-ramps.

Because the victim is emotionally invested and believes they are winning, they push the payments through over any objection your front line raises.

Why your current stack misses it

  • Each transfer is authorized by the customer, who actively defends it — there is no account takeover and no stolen credential.
  • Early transfers are modest and clear easily; by the time the amounts escalate, the customer is fully under the scammer's influence and will reassure staff that everything is fine.

The signal pattern

  • Escalating transfers toward crypto exchanges or on-ramps, often a brand-new behavior for the customer.
  • Funds increasingly sourced by liquidating savings or CDs, or taking loans and advances.
  • References to an online relationship or an 'investment opportunity / advisor' met recently.
  • Defensiveness or scripted reassurance when questioned; transfers timed to the scammer's prompts.

What you'd do Monday morning

  • Watch for a first-time-then-escalating flow of funds to crypto on-ramps, especially paired with savings liquidation.
  • Train the front line to ask gently about the destination and the relationship — and to pause, not just process.
  • Add a step-up review when transfers escalate in size toward the same off-ramp over days or weeks.
Now you try

Spot the Fraud

Read the case. Make the call. See how you score against The PreCogs.

Spot the Fraud
FL-08

A retiree, new to crypto, is making a third and larger transfer to a crypto exchange this month — after liquidating a CD early. They insist it's a great investment. Clear it, or hold it?

Customer67, conservative saver, no prior crypto activity
This transfer$35,000 to a crypto on-ramp
History this month$4k, then $11k, now $35k to the same exchange
Fundingjust liquidated a CD early, paid a penalty
Stated reason'investment platform' recommended by someone met online recently
Demeanordefensive, scripted reassurance when asked
Authorizationvalid customer, own device — fully authorized
Patternescalating amounts, same destination, over 3 weeks
Your call?
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