HNC Software

San Diego neural-network company, co-founded by Robert Hecht-Nielsen, that shipped the Falcon Fraud Manager in 1992 — a feedforward, backpropagation-trained network for real-time card-fraud scoring, per its own founding patent (US 5,819,226, filed the same year). Acquired by Fair Isaac Corporation (FICO) in 2002, folding Falcon into infrastructure FICO's own filings say scored a majority of the world's card transactions. The company itself has been referenced across the vault's Falcon cluster since 2026-07-09 but had no dedicated hub until this capture made both its centrality and the gap explicit.

References

• claim-hnc-falcon-fraud-manager-became-fico-infrastructure
• observation-falcon-helmholtz-inference-embedding-false-friend
• claim-fico-2008-10k-states-falcon-used-in-65-percent-of-credit-card-transactions
• claim-fico-2008-10k-describes-falcon-as-neural-network-models
• claim-hnc-1992-falcon-patent-names-network-architecture-as-feed-forward
• claim-hnc-1992-falcon-patent-specifies-backpropagation-gradient-descent-supervised-training
• claim-us-patent-5819226-is-falcon-fraud-managers-founding-patent
• claim-hnc-falcon-patent-describes-multilayer-not-single-layer-network