Ops
Finance & support
Readable narratives on statements reduce ticket volume and speed reconciliation.
Data Enrichment
Transform raw data into insights merchants and risk teams use.
Enrich Pay by bank and invoice settlement events with clearer counterparty and category labels. Finance matches cash faster; support and AML see readable narratives — on the same StixBNK routing & invoicing stack.
Signals
Categories, merchants, and counterparty hints.
Layer proprietary matchers and MCC-style taxonomies on top of open banking payloads so each line shows who was paid, what industry they are in, and whether the pattern looks recurring. Exports match your GL structure instead of forcing analysts to decode “WIRE *8471”.
See examples
Integration
Webhook or batch delivery.
Push enrichment.ready events to your bus or land nightly files in your warehouse. Pair with Pay by bank so initiation and post-settlement context arrive in the same operational model.
Read the docsUse cases
Enrichment in production
Risk
AML & fraud
Better labels improve rules, graph queries, and investigator triage.
Product
CRM & lifecycle
Feed clean merchant attributes into sales and success tools.
Benefits
Cleaner data, faster decisions
Less manual coding
Reduce spreadsheet fixes in finance ops.
Consistent taxonomy
Shared labels across markets you operate in.
Extensible
Bring your own models on top of our base enrichment.
Real-time option
Enrich at payment confirmation for instant UX.
Privacy
Process only fields allowed by consent and contract.
Supports Pay by bank
Works best paired with our initiation products.