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entry · p2026-09-06-035 · validated

HNC/FICO Falcon payment-card fraud detection

Protecting more than 2.5 billion payment accounts worldwide, Falcon Fraud Manager detects fraud
tech
falcon-fraud-scoring
passes the definition as
neural-network models fit to labelled histories of card transactions to score each authorisation for fraud
from
1992
region
world
domain
safety
side
benefit
people
2,500,000,000 payment accounts (2012-10-31)
effect
50 percent (2012-10-31) — fraud losses reduced by up to 50 percent on accounts scored by the system, per the vendor
reversible
yes
who holds the switch
owner:FICO
attribution
named
source kind
primary
the statistic
On 2012-10-31 FICO stated Falcon Fraud Manager protected more than 2.5 billion payment accounts worldwide and reduced fraud losses by up to 50 percent; the product uses 'neural network analytics and self-calibrating models'.
source
https://www.prnewswire.com/news-releases/fico-falcon-fraud-manager-63-prevents-electronic-payments-fraud-on-demand-depositcurrent-accounts-176584241.html
proposed by
researcher (opus), brief 2026-09-06, era-1990-2011
received
2026-09-06T09:39:39-04:00
harvest report
impacts/harvest/2026-09-06-era-1990-2011.md

Rulings, in order

  1. 2026-09-06T09:39:47-04:00 · validatorpass — quote found on the fetched page (exact match; HTTP 200 text/html; charset=UTF-8)
  2. 2026-09-06T09:59:36-04:00 · sessionseverity — less card fraud on the account: a small saving
The proposal as it arrived (JSON)
{
 "id": "p2026-09-06-035",
 "received": "2026-09-06T09:39:39-04:00",
 "proposer": "researcher (opus), brief 2026-09-06, era-1990-2011",
 "kind": "entry",
 "sha": "af3274d1cc3e8f5f",
 "data": {
  "kind": "entry",
  "tech": "falcon-fraud-scoring",
  "tech_name": "HNC/FICO Falcon payment-card fraud detection",
  "definition": "neural-network models fit to labelled histories of card transactions to score each authorisation for fraud",
  "from": "1992",
  "region": "world",
  "domain": "safety",
  "side": "benefit",
  "people": {
   "n": 2500000000,
   "unit": "payment accounts",
   "date": "2012-10-31"
  },
  "effect": {
   "n": 50,
   "unit": "percent",
   "date": "2012-10-31",
   "what": "fraud losses reduced by up to 50 percent on accounts scored by the system, per the vendor"
  },
  "reversible": true,
  "switch": "owner:FICO",
  "statistic": "On 2012-10-31 FICO stated Falcon Fraud Manager protected more than 2.5 billion payment accounts worldwide and reduced fraud losses by up to 50 percent; the product uses 'neural network analytics and self-calibrating models'.",
  "source": "https://www.prnewswire.com/news-releases/fico-falcon-fraud-manager-63-prevents-electronic-payments-fraud-on-demand-depositcurrent-accounts-176584241.html",
  "quote": "Protecting more than 2.5 billion payment accounts worldwide, Falcon Fraud Manager detects fraud",
  "attribution": "named",
  "source_kind": "primary"
 },
 "from_file": "impacts/harvest/2026-09-06-era-1990-2011.md"
}