Sold by: Acceldata IncÂ
Acceldata provides rapid and complete coverage of cloud data pipelines and every asset along the way from raw data to application. By capturing data reliability at the start of pipelines, and providing expert insight into every aspect of Databricks and Snowflake deployments, Acceldata helps enterprise data teams optimize their cloud data efforts for cost-effective success.
4.4
Overview
Acceldata is the market leader in enterprise data observability. Founded in 2018, Campbell, CA-based Acceldata has developed the world's first enterprise Data Observability Cloud to help enterprises build and operate great data products. Acceldata's solutions have been embraced by global customers, such as Oracle, PubMatic, PhonePe (Walmart), Verisk, DBS, and many more. Acceldata investors include Insight Partners, March Capital, Lightspeed, Sorenson Ventures, and Emergent Ventures. Contact us to learn about the benefits of data observability.
Highlights
- "DATA RELIABILITY Improve data trust - Data Reliability: Flexible, custom and automated DQ monitoring, data reconciliation, schema drift, data drift, and anomaly detection - Data Pipeline: Track end-to-end pipeline performance and quality across technology and environments - Catalog & Profiling: Built-in searchable data catalog"
- "SPEND INTELLIGENCE Improve resource efficiency & align cost to value - Utilization Insight & Guardrails: Cost intelligence dashboards, anomaly detection (spikes, long-running queries, etc.), usage guardrails, access logs, configuration and more - Eliminate Waste: Detect overprovisioning, unused resources, and performance inefficiencies - Spend Forecasting & FinOps: Contract plan, current and projected spend analysis plus department-level tracking, budgeting, and chargeback"
- "PERFORMANCE OPTIMIZATION Eliminate bottlenecks & prevent incidents - Predict & Prevent Incidents: Predict future incidents with automated stability tracking. Create fine-grained alerts, notifications and triggers to external processes to accelerate remediation - Monitor & Troubleshoot: Track the health of data processing environments such as Databricks and Snowflake. Drill down from a multi-cluster perspective into individual job and query executions. Simplify root cause analysis and accelerate
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Dimension | Description | Cost/12 months |
|---|---|---|
Data Reliability | For monitored Data Volumes, based on average TBs processed monthly. | $5,000.00 |
Spend Intelligence | For Snowflake or Databricks, priced per Account or Workspace. | $100,000.00 |
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Similar products
Acceldata provides an advanced data observability platform designed to enhance data reliability, optimize costs, and improve operational efficiency across hybrid and multi-cloud environments.
Customer reviews
KalyanKarthik K.
Outstanding Experience with This Software
Reviewed on Dec 11, 2025
Review provided by G2
What do you like best about the product?
I appreciate this product for its data observability features and real-time monitoring capabilities.
What do you dislike about the product?
The documentation could be improved, as it is sometimes lacking in detail.
What problems is the product solving and how is that benefiting you?
It addresses job slowness problems, as well as issues related to the platform, ODP, and the Pulse portal.
Kiran M.
Outstanding Support and Fast Issue Resolution
Reviewed on Dec 09, 2025
Review provided by G2
What do you like best about the product?
Good support, Great resolutions on issues, good response to tickets and always supportive round the clock.
What do you dislike about the product?
Required little improvement in documentation part.
What problems is the product solving and how is that benefiting you?
1) Pipeline Failures & Unknown Data Gaps inProbe Data.
2)HDFS Space Spikes & Unexpected Disk Fills on DataNodes
3)Job Failures in Oozie
4) Lack of Central 360° View of the Cluster - Helped with Pulse
2)HDFS Space Spikes & Unexpected Disk Fills on DataNodes
3)Job Failures in Oozie
4) Lack of Central 360° View of the Cluster - Helped with Pulse
Retail
Great Features and Tools, But Usability Needs Improvement
Reviewed on Dec 04, 2025
Review provided by G2
What do you like best about the product?
I appreciate the ODP and Pluse from Acceldata, as well as the wide range of features they offer.
What do you dislike about the product?
Although it offers features that meet current requirements, I find it difficult to use and integrate. Additionally, the Ambari UI contains some bugs.
What problems is the product solving and how is that benefiting you?
Acceldata supports working with advanced tech stack that is currently in demand in the market. Additionally, Pulse offers useful information about the platform and provides recommendations based on that data.
Retail
Exceptional Support and Seamless Operation with Acceldata
Reviewed on Dec 04, 2025
Review provided by G2
What do you like best about the product?
I really appreciate the managed support provided by Acceldata; it significantly simplifies our day-to-day activities. Their support is exceptional, resolving our main issues effectively and promptly, which ensures a smooth operation of our migrations. I value their prompt response, professional approach, and effective issue resolution capabilities. Using the 'Pulse' tool from Acceldata is particularly beneficial, as it allows us to monitor our clusters and receive server-level metrics, along with cluster-based alerts. This tool enhances our capability to manage and oversee our operations efficiently. Additionally, the initial setup is hassle-free and straightforward without any critical complications. I find the entire experience with Acceldata valuable and look forward to a continued successful partnership.
What do you dislike about the product?
There is nothing to hate about Acceldata.
What problems is the product solving and how is that benefiting you?
Yes, its solving main core issues , I find Acceldata simplifies our daily operations with excellent support, resolving main issues promptly. The Pulse tool aids in monitoring clusters and server-level metrics, enhancing operational efficiency.
Paulina P.
Empowering Data Trust and Reliability with Acceldata
Reviewed on Nov 06, 2025
Review provided by G2
What do you like best about the product?
I like that Acceldata helps companies really understand and trust their data. The idea of making data more reliable and easier to manage is something I find very meaningful.
What do you dislike about the product?
I don’t have any strong dislikes, but I know every fast-growing company has challenges around keeping up with scale and change. I see that more as an opportunity than a negative.
What problems is the product solving and how is that benefiting you?
We used to spend a lot of time figuring out why data jobs failed or were slow. Acceldata makes it easier to spot those issues early and keep our data running smoothly.