Leon Engineering
- clean data, fully automated
We access Leon with technical precision via GraphQL, process data incrementally in robust ETL pipelines, and provide consistent, normalized information for Flight Ops, Finance, and Management – as a scalable foundation for KPIs, reporting, and data-driven decisions.
Mit Arkcanis Data Engineering bauen wir belastbare ETL-Prozesse, die Leon-, Jira- und interne Systemdaten automatisiert extrahieren, bereinigen, normalisieren und in optimierte Datenbanken überführen. Für konsistente KPIs, transparente Prozesse und auditfähige Unternehmenssteuerung.
Clean data. Automated. Scalable.
Leon is the central operational system for many AOCs, airlines, and charter operators – yet the data is often scattered, unstructured, or only accessible via manual exports. This creates operational gaps and media breaks for Reporting, Flight Ops, Finance, and Management.
With Arkcanis Leon Engineering, we establish a robust technical foundation: automated GraphQL queries, ETL pipelines, data cleansing, normalization, and optimized databases – ready for dashboards, KPIs, BI, and Flight Ops workflows.
Leon Engineering
Automated. Reliable. Scalable.
Leon is the central operational system for many AOCs. We develop tailored integrations, ETL pipelines and data models that keep your Leon data consistent, clean and readily available — for Flight Ops, Sales, Finance and Management.
Extract – Read data from source systems in a structured way
We extract data efficiently and incrementally from Leon, Jira or internal systems:
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Quote Requests, Flight Requests, Legs, status changes
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Events, master data, metadata
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Change logs & histories
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Extraction is performed via optimized GraphQL queries or APIs – efficient, stable, and without full imports.
Transform – Cleansing, Normalization & Mapping
During the transform phase, raw data is refined into a consistent, reliable, and production-ready foundation:
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Deduplication
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ISO-compliant date and time standardization
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Mapping into a unified data model
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State management and change tracking
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Consolidation of distributed data points
The outcome: clean, structured data with clear relationships and enterprise-grade data quality.
Load - Loading into an optimized database structure
The final data is loaded into a high-performance SQL database or a central data warehouse:
Tables & Relations
Indexes for high query speed
Versioned data
Optimization for BI tools, Grafana & reporting
The four core components of your data pipeline
From data extraction to automated monitoring – every stage is designed to make your data clean, consistent, and reliably usable.
Data extraction via APIs / GraphQL / system access
We extract data from Leon, Jira and other systems in a structured and high-performance manner:
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GraphQL queries for Leon
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REST APIs & webhooks for Jira
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internal databases, file systems, metadata
All data records are uniquely identified and prepared for further processing.
ETL, Mapping & Normalization
The data is automatically cleansed, validated, and transferred into a harmonized data model.
Highlights:
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Delta sync instead of full import
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Duplicate prevention & validation
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Consistent state management
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Historization & change tracking
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Optimized data models for KPIs, reporting & finance
Loading into optimized databases
Structured data is written into a scalable SQL database – perfect for BI, dashboards, and automations.
Features:
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Tables, relations, indexes
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Performance tuning & partitioning
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Fault-tolerant processing & logging
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Fully automated pipeline runs (hourly/daily)
automation
& Monitoring
We ensure that your data pipelines run reliably and continuously.
Services:
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Pipeline scheduling (Cron, Airflow, Systemd)
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Error handling & automatic retries
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Monitoring for all data flows
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Audit-ready log structures
Result: clean, available, and consistent data – at all times.
Your Added Value - Operational & Strategic
Flight Ops
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Reliable real-time foundation for dispatch and operations
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Faster decision-making through clean, consolidated data
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Automated data flows replacing manual exports
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Stable, scalable processes powered by consistent leg, status, and event data
Sales & Charter
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Transparent pipeline and conversion visibility
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Faster response times driven by real-time KPIs
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Data-driven forecasting and trend intelligence
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Seamless integration across Sales, Operations, and Finance
Management
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Company-wide “Single Source of Truth”
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Reliable KPIs for Reporting, Finance & Strategy
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Auditable data architecture
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Sound, data-driven decision-making capability
