Unified Ingestion and Normalization for Financial Data
Ingest banking files, payment processor webhooks, and internal database records into a single standardized transaction schema built for high-throughput matching.
The Fragmentation Problem
Financial data is messy. Scaling companies lose weeks of engineering time just trying to make sense of the noise.
Data Silos
Payment gateways, bank feeds, and internal databases don't speak the same language, creating blind spots in your financial picture.
Format Inconsistency
Timestamps, currency codes, and transaction IDs vary wildly across providers. Normalizing this manually is a never-ending nightmare.
Operational Risk
Bad data leads to bad decisions. Without a single source of truth, reconciliation breaks and compliance violations slip through.
Why Unified Data Matters
Direct Connectivity
Pre-built integrations for 50+ financial providers. Plug in your Stripe, Adyen, or Chase account in seconds.
Intelligent Normalization
AI-driven mapping engine that standardizes varying data schemas into one canonical NAYA format.
Real-time Synchronization
Webhooks and streaming architecture ensure your dashboard reflects reality the moment money moves.
Built-in Validation
Automated integrity checks catch duplicates and anomalies before they enter your ledger.
See Data Hub In Action
Run a live simulation to see how NAYA ingests, normalizes, and reconciles fragmented financial feeds into a unified foundation.