Data Engineering

Energy data that arrives –
clean, complete, automatic

Raw data from multiple sources is worthless if it does not flow reliably. Our data engineering builds the foundation for every energy management system: stable pipelines, validated data quality, seamless integration.

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The Data Problem

Data you cannot use
still costs you money

Many organisations have long since installed metering technology – but the data ends up in silos, arrives with gaps, or is qualitatively unreliable. This makes dependable analysis and ISO 50001-compliant evidence impossible.

  • ✗ Data from meter A, BMS B and Excel C – never consolidated
  • ✗ Transmission failures are not noticed until weeks later
  • ✗ Timestamp inconsistencies make comparisons impossible
  • ✗ Manual data cleansing ties up internal resources
  • ✗ No traceable data provenance for ISO audits
Data Pipeline Diagram – Alligator Analytica
What We Do

From Raw Signal to
Reliable Data Foundation

Data Pipeline Design & Operations

We design and operate robust data pipelines that reliably transport measurement values from their source into the Alligator platform – with automatic error handling, retry logic and monitoring of the data flow itself.

Batch & Streaming Fault Tolerance Failure Alerting

Data Quality Validation & Cleansing

Automatic detection of outliers, gaps, timestamp issues and implausible values. Missing measurements are documented transparently and – where permissible – qualified interpolation is applied.

Outlier Detection Gap Documentation ISO 50001 Audit Trail

ERP & IT System Integration

Integration with SAP, Microsoft Dynamics, industry-specific ERP systems and production control computers. Production data feeds into EnPI normalisation – automatically, without manual transfer.

SAP Integration REST API Database Connectors

Cloud & On-Premise Hosting

We operate the platform either in our secure German cloud infrastructure or on-premise within your IT environment. GDPR-compliant, ISO 27001-aligned.

GDPR-Compliant Hosted in Germany On-Premise Option

Historical Data & Data Migration

Existing energy data from Excel, legacy systems or old databases is imported and prepared – so comparison with historical values is possible right from the start.

Excel Import Database Connectors Historical Baselines
Architecture

Data Path from Meter
to Dashboard

Metering
Meters, Sensors, PLC
→
Gateway / Adapter
Protocol Conversion
→
Alligator Pipeline
Ingestion & Validation
→
Time-Series Database
Storage & Aggregation
→
Dashboard & API
Analysis & Export

Data Sovereignty

Your data belongs to you – always. Full export possible at any time. No vendor lock-in on your data.

Time-Series Optimised

Database specifically optimised for high-frequency energy data. Millions of data points, fast queries, long historical records.

Open Interfaces

REST API for all data points. Integration with BI tools (Power BI, Grafana), ERP systems or your own applications.

Your energy data deserves better infrastructure

Talk to us about your data situation – free and without obligation.

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