Numenta White Paper - Science of Anomaly Detection

Anamoly Detection Paper

GROK Whitepaper AIOps

Incident Prediction and Routing

GROK - Datasheet

Detect incidents in real-time within any data stream

Grok leverages advanced machine intelligence to detect anomalies in streaming data with no training required. Within minutes, IT Ops teams can accurately assess the health of their apps and services. Grok learns continuously with each new data point. Users can get a quick glance at the overall IT health from multiple sources, including complex networking equipment, AWS, VMWare, and custom streams over HTTP.

Use Cases

Abnormal Latency:

GROK detects a nuanced change in latency ahead of a major outage

Abnormal Latency:

GROK detects a nuanced change in latency ahead of a major outage
A consumer products company is launching a new marketing program, supported by a promotional landing page on its website hosted on Amazon Web Services (AWS). The seasoned IT team anticipates an increase in traffic and performed capacity planning accordingly, but the program is more successful than expected. After launch, the program drives a series of sudden spikes in traffic. Response times from the AWS Elastic Load Balancer (ELB) start to lag as it struggles to keep up.

Bad Code Push:

Grok detects a bad code push, reducing downtime and increasing customer satisfaction

Bad Code Push:

GROK detects a bad code push, reducing downtime and increasing customer satisfaction
A company offers an education platform through curation of video content, hosted on Amazon Web Services (AWS). Like many startups, the company uses agile development and does frequent code pushes to serve its rapidly growing and demanding customer base. Up against a deadline and working weekends, the top-notch IT team pushed a lot of updates on Saturday – including some bad code. Usually this would break something but instead performance starts to slowly degrade.

AI Driven ITSM:

Learn how GROK events can trigger an IT incident lifecycle

AI Driven ITSM:

Learn how GROK events can trigger an IT incident lifecycle
An EC2 server running an e-commerce application shows an anomalous pattern of activity in the middle of the night. The operations team has set up the ServiceNow® connector to create a ticket as a part of their incident management process, but they also have added custom scripts to perform initial troubleshooting. This scripting mitigated the abnormal behavior within minutes, so the operations team did not have to wake up in the middle of the night. The ticket was resolved after the team performed a root cause analysis.

Security:

Gain immunity from IT threats

Security:

Gain immunity from IT threats
GROK does away with traditional definition-based threat protection in favor of industry-leading machine intelligence and automation to build an immunity system within an IT operations practice. Our algorithms can detect nuanced changes in behavior within cloud services to alert teams of network intrusions, memory leaks, and more hazardous IT situations that lead to downtime or loss of sensitive data. GROK’s integrations can respond to these threats rapidly, reducing or eliminating losses altogether.

IoT:

Turnkey AI for connected devices

IoT:

Turnkey AI for connected devices
GROK’s streaming-based anomaly detection platform provides intelligent insights from connected devices via REST APIs available to IoT device developers. Using GROK, businesses can use streaming data from telemetry sensors like those found on cars, thermostats and machinery. GROK events can be used to manage power consumption, trigger machine actions or optimize fuel consumption. With GROK, the Internet of Things becomes a web of intelligence and action.

Integrations

GROK is designed to integrate into your existing surveillance and ITSM systems as well as many other off-the-shelf or custom data sources. You can connect virtually any streaming data source to gain advanced intelligence on the behavior of apps, services, devices, and more. Below are just some of the many systems that can be connected to GROK:

Implement Intelligent Automation and Resolve issues quickly using integrations to tools your IT team trusts.

Users can easily integrate Grok into existing automation solutions and execute automation scripts to act on detected anomalies, creating a self-healing feedback loop that brings critical IT Ops systems back to a normal state. Upon a detection event, Grok triggers existing workflows to remediate, deploy, manage, or scale services. Now, businesses can develop innovation while knowing their IT infrastructure is managed safely.

Speak to our team about using machine learning and automation to eliminate downtime.