Falkonry

Real-time AI diagnostics from observability data

Breakthrough AI for breakthrough productivity gains in site reliability

Your current observability system reports the news but it doesn’t explain it. Falkonry Time Series Intelligence learns the patterns and correlations in your observability data to help you quickly understand the full scope of what’s happening and why.

Time Series Intelligence

RAG for observability speeds up incident diagnosis.

Falkonry is a type of RAG (Retrieval Augmented Generation) that auto-translates observability data into blast radius and suspect metrics. It can even identify past incidents with similar patterns so you can save time by leveraging prior mitigation strategies.

Stop searching for the needle in the haystack. Let AI do the heavy lifting for you.

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Use Cases

Blast Radius

Determine Blast Radius

Problem:

Before taking action on an incident, the SRE or SDE first needs to assess the blast radius of the incident and choose the right people to involve in its resolution.

Timescale:

It takes between minutes and hours to assess the SLO metrics and determine which ones are affected by the incident.

Solution:

Time Series Intelligence uses metadata from the SLO and the SLO metrics to automaticallly assess the blast radius of the incident. It can also suggest which SLO metrics are affected by the incident, so the SRE can quickly identify the right people to involve in the resolution.

Epicenter and Suspects

Identify Epicenter and Suspects

Problem:

From among the various metrics of the affected component and the related components, the SRE needs to visually or with queries identify the epicenter suspects that caused the incident.

Timescale:

It takes additional hours to determine which metrics were distressed compared to normal as the search gradually expands from the main to the dependent components.

Solution:

Time Series Intelligence pre-analyzes all the metrics and logs to filter and sort those in the dependency graph that show the earliest and most persistent anomalous behavior.

Similar Incidents

Find Similar Incidents

Problem:

Even after finding the suspects, it still takes experience and lots of people to figure out an effective mitigation plan. Pressure and long hours create management challenges.

Timescale:

To come up with a mitigation and resolution plan, it will take engineers anywhere between a few hours to almost a day when the incident hasn't been seen by the SRE or SDE before.

Solution:

By understanding the exact bevhavior of different metrics during the incident, Time Series Intelligence automatically suggests historical incidents that have similar behavior and highlights their mitigation plan.

Scalable tools

Scalable to the data volume

Falkonry’s scalable technology is capable of handling the millions of events across tens of thousands of metrics and logs efficiently and without delay.

Scalable tools

Rapidly find answers

By pre-processing all the events it receives, TSI is ready to respond to any incident and inquiry of the user, Unlike other AI's it doesn't suffer from token limits

Scalable tools

Intuitive assistant for engineers

TSI is available as an assistant to integrate with your Agentic AI and provides its responses in an intuitive format so that engineers can easily complete their tasks.

Working with Falkonry

Falkonry is a national-security vetted company with a proven track record of innovation in operations improvement.

Private Cloud
Friendly
We come to you and require minimal set up effort in your cloud.

Secure and
Compliant
We only consume white-listed data so you don't have to worry about leakage

Justifiable Pricing
Model
Our pricing is by actual computation, not by metric count.

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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