Aggregator Sandbox
Live Demos
qalitAI is aggregator-agnostic. We receive transaction data from any source and normalize it to a single canonical model. Explore our sandbox integrations below.
Live Sandbox
Plaid
Connect a test bank account via Plaid Link in sandbox mode. View sample transactions as they would arrive at qalitAI for cash flow analysis.
Live Sandbox
MX
MX Connect widget integration demo. Connect test accounts via MX's sandbox and see how transaction data flows into qalitAI's normalization layer.
Coming Soon
Finicity (Mastercard)
Finicity Connect demo using Mastercard's sandbox. See how qalitAI normalizes Finicity's transaction schema to its canonical data model.
Coming Soon
Coming Soon
Akoya
FDX-aligned, OAuth-first data access via Akoya's bank-owned network. Demonstrates qalitAI's open banking compatibility.
Coming Soon
Why Multiple Aggregators?
Lending institutions use different aggregators depending on their LOS, borrower segment, and vendor relationships. qalitAI's normalization layer maps Plaid, Finicity, MX, Akoya, and Yodlee schemas to a single canonical data model aligned with the FDX standard — so our cash flow analytics engine produces consistent results regardless of the data source.