Analyst Corner

GigaOm Radar for Data Observability v3

Acceldata is recognized as a Leader and Fast Mover in GigaOm’s Radar for Data Observability v3, with AI-driven pipeline, quality, lineage, and cost visibility.

‍Everest Group’s Data Observability Technology Provider PEAK Matrix® Assessment 2025

Acceldata is featured as leader in the Everest Group Data Observability Technology Provider PEAK Matrix® Assessment 2025.

Forrester: Budget Planning Guide 2026: Data, AI, and Analytics

Get expert insights from Forrester to make smarter, ROI-focused decisions in your 2026 data, AI, and analytics investments.

Gartner® Report: How to Evaluate AI Data Readiness

This report provides a structured framework to evaluate and improve your data’s readiness for AI across all stages of development and deployment.

Gartner® Report: Six Top Practices to Assure That Your Unstructured Data Is AI Ready

This report outlines six proven practices to prepare unstructured data for AI using existing metadata and practical, incremental methods.

Gartner® Market Guide for Data Observability Tools 2024

Acceldata is recognized as a Representative Vendor in the 2024 Gartner® Market Guide for Data Observability Tools.

‍AIM Research GenAI Observability Vendor Landscape

Lazard AI Infra 40

Acceldata is featured in Lazard VGB AI Infra 40 List in ML Ops (Monitoring and Observability) Segment.