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Anomify

Anomify

Anomify is an AI tool that detects anomalies and aids in faster debugging.

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Introduction

Anomify is a real-time anomaly detection AI that helps users react to changes in their time series metrics. It detects anomalies, reduces false positives, and aids in faster debugging.

Key Features

The core features of Anomify include: 1. Real-time analysis: Anomify continuously analyzes metrics and detects anomalies in real-time. 2. Cutting-edge detection: It uses a consensus of cutting-edge algorithms, including supervised machine learning, pattern matching, correlation, and custom algorithms. 3. Reduce false positive alerts: Anomify uses seasonal pattern recognition and machine learning to reduce false positives. 4. Resolve issues quicker: Anomify provides a list of metrics that changed unexpectedly during an issue, making it easier to identify the root cause. 5. Find optimization ideas: Anomify highlights metrics that behaved abnormally, often suggesting optimization opportunities.

Frequently Asked Questions

What is Anomify?

Anomify is a real-time anomaly detection AI that helps users react to changes in their time series metrics. It detects anomalies, reduces false positives, and aids in faster debugging.

How to use Anomify?

To use Anomify, follow these steps: 1. Sign up for an account. 2. Connect your metrics source to Anomify, either through dedicated endpoints, Telegraf, Graphite, or Prometheus. 3. Anomify will continuously analyze your metrics for anomalies and correlations. 4. Set up alerts on the metrics that matter most to you. 5. Train the system when false positive anomalies occur to improve accuracy.

Will Anomify work with my stack?

Yes, Anomify supports various time-series databases and tools such as Prometheus, Graphite, Telegraf, and more. If your datastore is not supported yet, you can reach out to the Anomify team to add it to the roadmap.

How does Anomify compare to other monitoring tools?

Anomify adds an additional dimension to your monitoring/observability setup by continuously monitoring all your metrics in the background. It provides deep insights into system and application changes and allows users to train the system to reduce false positive anomalies.

Is it hard to set up?

Setting up Anomify is relatively easy. After signing up for an account, you can send metrics to the ingestion endpoint or connect supported time-series databases. The system continuously analyzes the metrics for anomalies, and you can set up alerts based on your needs.

Can I add or remove metrics after signing up?

Yes, you can add or remove metrics from the Anomify dashboard or via the API.

What happens if I send more metrics than I've paid for?

Anomify keeps track of the number of metrics you've sent and will drop metrics that exceed your quota. You can also send metrics with a test header before committing them to your metric quota.

Does Anomify offer discounts for annual commitments?

Yes, Anomify offers discounts for annual commitments. You can contact hello@anomify.ai for more information.

How long does it take for analysis to become useful?

Anomify starts providing useful analysis after receiving data for approximately 7 hours. However, it is recommended to wait for 7 days of data for a better understanding of expected data ranges.

How does training the system improve Anomify?

Training the machine learning process of Anomify helps tune it to interpret normal behavior for your systems, reduces false positive alerts, and provides a better understanding of your metrics.

When does my billing cycle start and end?

Billing cycles for Anomify correspond to the calendar month. You will be billed on or around the day you subscribed to a paid account.

What happens if I cancel my plan?

If you cancel your plan, the cancellation will come into effect at the end of your billing cycle. After canceling, you will be reverted to the free plan.

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Use Cases

  • Anomify is useful for the following roles: 1. Managers: It provides peace of mind by monitoring the system's performance. 2. Site Reliability Engineers: Anomify helps minimize downtime and offers insights for optimization. 3. Devops engineers: It reduces pager fatigue and streamlines issue resolution for better devops practices.

How to Use

To use Anomify, follow these steps: 1. Sign up for an account. 2. Connect your metrics source to Anomify, either through dedicated endpoints, Telegraf, Graphite, or Prometheus. 3. Anomify will continuously analyze your metrics for anomalies and correlations. 4. Set up alerts on the metrics that matter most to you. 5. Train the system when false positive anomalies occur to improve accuracy.