Unify Telemetry in Elastic Stack: The Definitive Guide

Jun 03, 2025 | Ashnik Team | 4 min read

Logs, Metrics, Traces & Events on a Single Lens Why Unified Telemetry Matters Gartner predicts that by 2026 more than 70 % of enterprises that apply observabil...

Unlocking Insights: Advanced Techniques in Elastic Machine Learning for Anomaly Detection

Mar 10, 2025 | Ashnik Team | 4 min read

In today’s fast-paced, data-driven world, detecting anomalies has become critical for businesses. Whether identifying fraudulent transactions, catching infrastructure ...

Using Elasticsearch Query Language (ESQL) for Complex Data Queries

Mar 07, 2025 | Ashnik Team | 3 min read

Every second, businesses generate vast amounts of data, yet uncovering meaningful insights remains a bottleneck. Traditional query methods often struggle with complex ...

Building AI-Powered Applications with Elastic Vector Search

Mar 02, 2025 | Ashnik Team | 4 min read

With 90% of enterprise data being unstructured, traditional keyword-based searches often fail to extract meaningful insights, leading to inefficiencies in information ...

Challenges and Best Practices in Vector Search Implementation

Feb 16, 2025 | Ashnik Team | 4 min read

In a world where unstructured data—like text, images, and audio—dominates, traditional search methods fall short. Vector search has emerged as a powerful solution, lev...

Reducing False Positives in Elastic Anomaly Detection: A Practical Guide

Feb 04, 2025 | Ashnik Team | 4 min read

Your system logs show everything is fine—until they aren’t. A sudden performance dip, an unnoticed security breach, or an unexpected surge in resource consumption—by t...

Step-by-Step Guide: Implementing Vector Search in Elastic for AI-Powered Search

Feb 04, 2025 | Ashnik Team | 4 min read

Imagine searching for a new gadget online and receiving results that are completely irrelevant to your intent. Traditional keyword-based searches often fail to underst...

Common Pitfalls in Anomaly Detection and How to Avoid Them

Feb 04, 2025 | Ashnik Team | 3 min read

Anomalies in data are like the whispers of critical risks or hidden opportunities. Misinterpreting these signals can lead to wasted effort or missed chances. Imagine i...

Step-by-Step Guide: How to Configure Elastic Machine Learning for Anomaly Detection

Oct 23, 2024 | Ashnik Team | 5 min read

1. Understanding Elastic Machine Learning for Anomaly Detection What Is Anomaly Detection? Anomaly detection is the process of identifying data points or patterns th...