Use cases and industries

QuestDB solves ingestion speed bottlenecks, combining performance with simplicity through SQL and native time series extensions.

Financial market data

Financial market data

Long-term storage and real-time analysis for constantly flowing financial tick data

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Industrial IoT

Industrial IoT

Collect high cardinality data from vast industrial plant sensors to space vehicles

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Monitoring & analytics

Monitoring & analytics

Observability of time series data from applications and infrastructure

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An illustration of financial market data charts

Financial market data

  • Trade monitoring: long-term market data storage and real-time analysis for orders and trades
  • Create valuable custom charts with Grafana, like our real-time Coinbase crypto dashboard.
  • Fast aggregations for OHLC and candlestick charts
  • Financial data modelling: fast ingest & retrieval of pandas data frames
  • Infrastructure and business metrics: latency reports, PnL, log orders and trades
  • Match and correlate multiple feeds with fuzzy timestamp JOINs

Applicable industries

  • Banks
  • Hedge funds
  • Exchanges
  • Energy trading firms
  • Financial data platforms

QuestDB is used by Aquis Exchange to store their infrastructure and business metrics in a single place and analyze them in real-time across multiple dimensions.

Aquis Exchange logoNorlys Energy Trading logoOKX logoB3 logo

Industrial IoT

  • Store high-cardinality sensor data with continuous data ingestion
  • Process metrics in the manufacturing process, such as vibration, pressure and temperature
  • Telemetry data from space launch vehicles such as rockets or satellites
  • Batteries consumption data directly from the physical batteries on-site
  • React to industrial anomalies in real time with our Grafana dashboard integration
  • Track fleets and trajectories of aircraft, cargo ships or satellites with native geospatial features
An illustration of industrial analytics charts

Copenhagen Atomics, manufacturer of next generation molten salt reactors, uses QuestDB to monitor their thorium reactors in real time.

Copenhagen Atomics logoIsar Aerospace logoAirbus logoElectric Era logo

Applicable industries

  • Energy and Renewables
  • Space and Defence
  • Telematics
  • Manufacturing and Automation
  • Telco Network base stations
An illustration of real-time analytics and monitoring

Monitoring and analytics

  • API usage data real-time monitoring
  • Network traffic flow analysis with the native IPv4 data type
  • Track Ad Impressions, Clicks, and Conversions
  • In-app behavioural data and product application analytics
  • Build real-time dashboards with on-the-fly aggregations and down-sampling

Applicable industries

  • Network Traffic Analysis
  • E-commerce
  • Ad-Tech
  • Blockchain / Web 3
  • Telecommunication Traffic

See how Syndica builds Web3 with QuestDB for real-time analytics and intensive time series dashboards.

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