Falkonry

Insights From Your Real-Time Data. No Coding or Querying.

You generate lots of time series data from your systems. Now rapidly detect patterns, anomalies, and correlations in that data, so you can make better decisions faster than ever before.

Time Series Intelligence

Analyze complex patterns

Discover and recognize anomalies and critical patterns from multivariate data

Control analysis costs at scale

Process and analyze terabytes of batch and real-time data from many sources

Make engineers more productive

Extract findings and enable mission-critical operations without programming skills

Why use Time Series Intelligence to analyze time series data?

The complexity of time series data and the lack of detailed ground truth means that traditional analysis including machine learning is often not effective.

Unknowns and uncertainty

Data quality and labeling issues

High frequency / volume data

Traceability and MLOps

Software continuous delivery

Resource constraints

PatternIQ™ drives automated time series intelligence

PatternIQ™, Falkonry's patented technology, is key to the scale and efficiency of time series intelligence. It provides advanced data-clock-based task scheduling and convolutional variational autoencoder for multi-timescale embeddings reflecting shapes, waveforms and value distributions.

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Collect and organize data from multiple sources

Time Series Intelligence enables you to bring together data from multiple sources, including MQTT, OTel, S3, and more so you can analyze across sources.

  • Connect to cloud data sources natively
  • Supports numeric and categorical data
  • No need to resample or compress data
  • Organize data into multiple hierarchies for easy selection
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Dynamic charts of time series data

PatternIQ™ provides native tools to visualize high resolution data in a fluid and responsive display while navigating through your own system hierarchy.

  • Zoom out to months of 100 Hz data
  • Visually spot anomalies in data
  • Display as time plots, distributions, buckets and heatmaps
  • Accurately view data at any scale and resolution
  • Exploit metadata to rapidly select only the right metrics
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Time Series Visualization

Advanced data-clock-based execution

Deal with out-of-order arrival, irregular sampling, different data rates and dependencies without any coding.

  • Optimize the computation-IO-cost-latency equation
  • Prepare windows as necessary for individual models
  • Unified treatment of live/history/simulation/test scenarios
  • Track dependencies among signals and models
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Advanced data clocking without coding

Apply domain rules and conditions

Translate time series into discrete events and alerts based on expert knowhow and operating constraints.

  • Efficiently apply a rule across metrics
  • Translate AI inferences into actionable insights
  • Evaluate windowed criteria without coding
  • Reduce alert frequency through debouncing strategies
  • Drive automation and integration with workflow systems
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Helpful Resources

Take control of your mission.

Take away drudgery and toil from exploiting real-time data from sensors and telemetry. Rapidly figure out what's going on.

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