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SkyAlgorithm / Aviation data infrastructure

Telemetry systems for intelligent flight.

Flight tracking, replay, and operational support built from telemetry up.

Review delivery surfacesTalk through a system

System view

Signal flow

Cloud + edge
01

Ingest

Signals and records

02

Replay

Event stream and storage

03

Operate

Tracking, maintenance, support

Signature stack

Built for telemetry, orchestration, and dependable operations.

The stack is chosen for event replay, operational visibility, infrastructure repeatability, and systems that can run across edge and cloud.

Built with proven tech

  • TerraformTerraform
  • KubernetesKubernetes
  • DockerDocker
  • Apache KafkaApache Kafka
  • Apache AirflowApache Airflow
  • PostgreSQLPostgreSQL
  • TimescaleDBTimescaleDB
  • TrinoTrino
  • AnsibleAnsible
  • PythonPython
  • AWSAWS
  • OCIOCI

System view - What moves through the platform

SkyAlgorithm integrates telemetry, infrastructure, and decision support into one connected operational system.

Telemetry and development workflow
  • Receiver ingest. ADS-B feeds, weather inputs, maintenance records, and operational logs enter through validation and buffering layers designed for reliability.
  • Streaming and replay. Kafka-based pipelines preserve timing, ordering, and replayability so investigations and product decisions are grounded in the same event history.
  • Storage and modeling. TimescaleDB, Trino, and warehouse-friendly data products keep historical analysis, operational dashboards, and model features on the same foundation.
  • Operational AI. Applied AI sits on top of the system for anomaly detection, decision support, and monitored workflows instead of detached experimentation.

Delivery surfaces

Proof-oriented work.

The studio output is shaped around product surfaces, data planes, and operational outcomes.

Telemetry UI

SkyTrace

Cockpit-style flight tracking with historical replay, live traffic context, and a front end shaped by operational telemetry rather than dashboard theater.

See platform work

Data plane

Telemetry platform

Edge receivers, event pipelines, lakehouse storage, and observability built as one system so downstream analytics do not drift from reality.

Review delivery surfaces

Applied AI

Predictive maintenance

Maintenance support systems that combine telemetry, historical records, and versioned ML workflows to surface signal before disruption hits operations.

See reliability systems

Behind the studio

SkyAlgorithm is founded by Ondrej Grünwald, a data infrastructure engineer with 15+ years across enterprise platforms at Oracle and SAP, and a Ph.D. in Electrical Engineering from Czech Technical University in Prague. The studio brings research-level rigor to production-grade aviation systems.

Talk data platforms & AI

Have a data infrastructure challenge or an architecture question? We are happy to talk through it.

Get in touch

Our offices

  • SkyAlgorithm Studio
    150 00 Prague, Czech Republic