DATA YOU CAN TRUST
Transaction-level, enterprise-grade data from the ground up
Our clients make high-stakes decisions on Fyre data.
That's why data quality isn't a feature, it's the foundation
of everything we build.
THE DATA PIPELINE
How raw receipts become
market intelligence
STEP 01
POS Integration
We connect directly to 40+ POS systems used across European hospitality. Always-on, automated data ingestion — no manual uploads, no surveys, no sampling bias.
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40+ POS system integrations
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Real-time data pipeline
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Automated error handling & retry
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GDPR-compliant data processing
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Outlet opt-in consent management
STEP 02
AI Classification
Every line item on every receipt is classified by our proprietary ML models. Product, brand, manufacturer, category — identified and standardized at 99% accuracy.
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Proprietary NLP product matching
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Trained on 2B+ transactions
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Multi-language support (20+ markets)
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Continuous model retraining
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Human-in-the-loop validation for edge cases
STEP 03
Data Validation
Multi-layer quality checks at every stage. Automated anomaly detection flags inconsistencies before they reach any dashboard.
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Ingestion-level integrity checks
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Cross-outlet consistency validation
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Time-series anomaly detection
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Automated outlier flagging
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Coverage and completeness monitoring
STEP 04
Structured Delivery
Clean, structured, ready-to-use market intelligence. Dashboards, APIs, exports , delivered in the formats your teams already use.
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Standardized taxonomy across all markets
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Real-time dashboard updates
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REST API with full documentation
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BI connector library
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Scheduled automated reports
COVERAGE
Across Europe, growing fast
Number of connected outlets and estimated market coverage
Up and running
Business development
Coming soon