decube Reviews & Product Details

Decube is the Context Layer platform for the AI era — the system that gives your data meaning, memory, and trust. It brings together metadata, automated lineage, data quality, and observability to create a real-time map of how your data works, how it moves, and whether it’s reliable enough to power critical decisions and AI workloads. Enterprises today don’t fail because they lack data. They fail because they lack context. Decube solves that by delivering a living, connected understanding of your entire ecosystem — eliminating blind spots, strengthening governance, and making every model, dashboard, and agent smarter and safer. If your organisation depends on trustworthy data and AI-ready infrastructure, Decube is the platform that gives you the context to operate with confidence.

Seller

Decube Data

Languages Supported

English

Product Description

decube is a data observability platform that helps data teams better understand the health of data in their system and prevent data quality incidents. decube provides three core modules: automated data quality monitoring, metadata discovery through data cataloging and checking of data diff via data reconciliation feature. Includes connections to popular data sources with no-code deployment such as PostgreSQL, Google Big Query etc.

Overview by

Jatin Solanki

Pricing

Pricing provided by decube.

Community Edition

Free

Per Year

Starter

Per Year

View More Pricing Information

Top-Rated Alternatives

Monte Carlo

4.4/5

(460)

Databricks Data Intelligence Platform

View All Alternatives

decube Media

decube Demo - Explore and organize your data assets in the Data Catalog

Discover valuable data assets with ease. Decube automatically catalogs your data, capturing metadata, understanding lineage, and building a comprehensive business glossary.

decube Demo - Stay ahead of data issues with Data Observability

Proactively identify and address data issues. Decube provides incident management, anomaly detection, and data quality monitoring, so you can trust your data for AI and analytics. Noisy alerts? Give feedback to our anomaly detection model to fine-tune your data quality scans.

decube Demo - Simplified governance and building trust with Data Governance

Ensure data security and compliance. Decube empowers you to manage critical digital assets, define clear data policies, and implement access control mechanisms, keeping your data secure and compliant.

decube Demo - Enforce data trust with Data Contracts

Establish clear ownership and purpose for your data. Define ownership, domain, and data product specifications for each asset, ensuring everyone uses the right data.

decube Reviews (25)

G2 reviews are authentic and verified.

Here's how.

Ahsan Y.

Customer Account Manager

Legal Services

Mid-Market (51-1000 emp.)

11/5/2025

"Effortless Data Quality and Trust with Decube"

4.5/5

What do you like best about decube?

What I appreciate most about Decube is its intuitive design and the way it supports maintaining data trust. The platform allows for straightforward monitoring of data quality, making it easier to detect issues early on.

One of the most valuable aspects is the transparency it brings to our data pipelines, which also streamlines collaboration among teams. The greatest benefit is the assurance that our data remains accurate, consistent, and prepared for decision-making, all without the need to spend countless hours troubleshooting. Review collected by and hosted on G2.com.

What do you dislike about decube?

One aspect of Decube that can be somewhat challenging is the initial setup, as it requires a bit of time to configure everything correctly. I also find myself wishing for more options to customize alerts so they better fit our workflow. However, these are relatively minor concerns when weighed against the reassurance Decube provides in ensuring our data is both accurate and reliable. Review collected by and hosted on G2.com.

What problems is decube solving and how is that benefiting you?

Decube helps us identify data quality issues before they cause problems in reports or decision-making. It solves the challenge of not knowing when data breaks or changes unexpectedly. By providing monitoring and clear alerts, it saves time and reduces stress. The benefit is that we can trust our data and focus on insights instead of constantly checking for errors. Review collected by and hosted on G2.com.

Sivani V.

IT System Engineer

Information Technology and Services

Mid-Market (51-1000 emp.)

10/18/2025

"Comprehensive Data Trust Platform with Powerful Features, but Support Needs Improvement"

5/5

What do you like best about decube?

Decube, is a comprehensive Data Trust Platform and its designed for the modern data stack, especially in the context of AI and analytics. It helps organizations and compnay ensure their data is reliable, discoverable, and governed effectively.

the below points are relative with effective points.

Data Observability

Data Catalog

Data Governance

Data Contracts

Detects schema changes, nulls, duplicates, and anomalies using ML-powered models.modern generation can use and avail the benefit with this.

Real-time incident management and alerting , Always protect the security system.

Automatically catalogs data assets with metadata, lineage tracking, and business glossary creation. Its include all the positive features.

Enhances data discovery and understanding across teams.

Implements access controls, policy management, and classification. Review collected by and hosted on G2.com.

What do you dislike about decube?

Most of the time customer support is not reachable and need accurate system support. Review collected by and hosted on G2.com.

What problems is decube solving and how is that benefiting you?

Ensures compliance with standards like SOC 2 , working on based line position to understand always the best option.Defines clear expectations between data producers and consumers. larger and small business and easily avail the benefit

Promotes collaboration and data quality enforcement

Offers intelligent metadata curation, Text2SQL conversion, and automated data quality suggestions.

Supports both no-code and SQL-based testing for data quality metrics

all the features are very helpful and ensuring data quality for reporting and decision-making.

Its protect your system and data overall the best features handed in this business. Review collected by and hosted on G2.com.

Verified User in Entertainment

Small-Business (50 or fewer emp.)

10/10/2025

"Powerful Data Observability and Governance Platform for Building Trust in Data"

5/5

What do you like best about decube?

What I like best about Decube is how it gives real visibility into data pipelines schema changes, freshness, anomalies ,so issues are caught early before they break things downstream. I also appreciate the data catalog and lineage features, which makes it way easier to understand what each dataset means, who owns it, and how reliable it is. Review collected by and hosted on G2.com.

What do you dislike about decube?

What I dislike about Decube is that the interface can feel a bit complex at first, especially when setting up monitors or configuring data sources. Some features still feel new and could be more polished, and I wish there were more built-in integrations with third-party tools. Other than that, it’s been improving quickly with regular updates. Review collected by and hosted on G2.com.

What problems is decube solving and how is that benefiting you?

Decube helps solve the problem of poor data visibility and unexpected data quality issues. Before using it, it was hard to know when pipelines broke or when data became outdated or inconsistent. Now, it automatically detects anomalies, tracks data lineage, and gives a clear view of where the data comes from and how it’s used. This has saved a lot of time, improved trust in our reports, and made it easier to fix issues before they impact the business. Review collected by and hosted on G2.com.

Pradyumn G.

Project Engineer

Enterprise (> 1000 emp.)

11/19/2025

"Smooth Data Monitoring with Clear Insights and Simple Setup"

4.5/5

What do you like best about decube?

I like decube because it is easy for data monitoring with clear insights and it has a setup that does not feel complicated at all. Decube has a simple dashboard with automated alerts feature. Review collected by and hosted on G2.com.

What do you dislike about decube?

Some advanced insights of decube application feel limited. To understands the deeper data details of this application sometimes takes extra efforts. Review collected by and hosted on G2.com.

Bhupinder S.

Head Of Procurement

Enterprise (> 1000 emp.)

11/29/2024

"Fantastic product and amazing customer service"

5/5

What do you like best about decube?

UX and UI, features, flexibility and excellent customer service. People like Manoj Matharu took the time to understand my business and data needs before trying to solution. Review collected by and hosted on G2.com.

What do you dislike about decube?

Future roadmap of features is super exciting but timelines not exactly clear Review collected by and hosted on G2.com.

Response from Jatin Solanki of decube

edit

Thank you for your positive feedback! We're glad to hear that you are enjoying our product and customer service. We appreciate your feedback on the future roadmap and will strive to provide clearer timelines for upcoming features.

Hemant V.

Head Data Management

Enterprise (> 1000 emp.)

5/31/2024

"Data Observability + Data Contract platform"

5/5

What do you like best about decube?

Automation of Monitors

Data Lineage

Their data contract module is amazing which virtualises and runs monitors.

Big fan of their UI/UX, it simple but managing all the complex task.

My team uses on a daily basis.

Seamless integration with all the data connectors. We also liked the new dbt-core connector directly integrated with Object storage. Review collected by and hosted on G2.com.

What do you dislike about decube?

We are keen to look for a support for AWS Quicksight. That will complete the coverage for now. We recently moved from Tableau and it will be great if they can connector pretty soon. Review collected by and hosted on G2.com.

Response from Jatin Solanki of decube

edit

Thank you for your feedback on the data contract module and the integration with Object storage. We appreciate your input on the support for AWS Quicksight and the transition from Tableau, and we will take this into consideration for future updates.

Ketan S.

Small-Business (50 or fewer emp.)

2/24/2024

"Best Data Oberservability platform with quick onboarding"

5/5

What do you like best about decube?

- Quick Onboarding

- Great customer support for helping us with the set-up

- Easy to use UI

The user-friendly interface allowed me to seamlessly integrate our data sources, providing immediate visibility into data health.

The automated quality checks imbued our teams with confidence, knowing that any inconsistencies would be swiftly flagged and actionable insights derived, thereby saving us countless hours.

Most impressive, however, is Decube's real-time dashboards that monitor data health, allowing us to proactively manage our data environment. Their commitment to excellence is evident in every facet of the platform's operation, translating into tangible benefits for our organization.

This has become a daily part of your workload and our team use it everyday to check the application health. Review collected by and hosted on G2.com.

What do you dislike about decube?

I do not have much to say, but I am looking forward to data contracts and adding GenAI feature which they have used in prudtc definition, ,may be some other use. Review collected by and hosted on G2.com.

Response from Jatin Solanki of decube

edit

We're thrilled to hear that you've had a positive experience with our platform, especially with the quick onboarding, great customer support, and easy-to-use UI. It's great to know that our user-friendly interface and automated quality checks have provided immediate visibility into data health and saved your team countless hours. We appreciate your feedback and are committed to continuously improving our platform to meet your needs.

Navin B.

Co-Founder

Mid-Market (51-1000 emp.)

5/31/2024

"Great Unified Data Management Solution"

5/5

What do you like best about decube?

I am very impress with Decube. It makes data management so easy and efficient. The unified platform for data observability, contracts, catalog, and governance is amazing. It help our team save lots of time and avoid many issues. The user interface is also very intuitive and simple to use. Quick deployment with minimal disruption to ongoing operations. Frequently accessed for data cataloging and observability tasks. Review collected by and hosted on G2.com.

What do you dislike about decube?

A bit more tutorials for new users will be helpful. Review collected by and hosted on G2.com.

Response from Jatin Solanki of decube

edit

We're thrilled to hear that Decube has been such a valuable asset for your team, making data management more efficient and saving time. We appreciate your feedback about the need for more tutorials for new users, and we'll definitely take that into consideration for future improvements.

Verified User in Financial Services

Mid-Market (51-1000 emp.)

6/19/2024

"Simplified UI, quick to deploy tool to manage data quality and governance"

5/5

What do you like best about decube?

The UI is simplified, intetutive yet efficient in detecting data issues to remediation

ML Powered monitors which train based on organisation data to to detection and reducing flase positives.

Out of box connectors with NO CODE requirments to fetch metadata across variety of systems.

Quick and easy to implement. Available as SaaS as well as PaaS at leading cloud providers such as Azure, GCP.

Quick customer support specially for Southeast Asia region because of Decube's team presence in Singapore, Malaysia, Indonesia and other countries. Review collected by and hosted on G2.com.

What do you dislike about decube?

More connectors needed

Scope of adding more monitors such as cost, usage of data assets Review collected by and hosted on G2.com.

Response from Jatin Solanki of decube

edit

Thank you for sharing your positive experience with decube! We're glad to hear that you find the UI simplified and intuitive, and that the ML-powered monitors are efficient in detecting data issues. We appreciate your feedback on the need for more connectors and monitors, and we will definitely consider this for future updates.

Piyush P.

Mid-Market (51-1000 emp.)

5/13/2024

"Truly unified - Data trust platform"

5/5

What do you like best about decube?

Automated Column-Level lineage

Perfect blend of Data Catalog and Data Observability modules.

Business users are able to understand if the reports /dashboard have issues / incidents.

Personally liked the monitors by segment since we have mulitple business it provides incidents breakdown by attributes. Review collected by and hosted on G2.com.

What do you dislike about decube?

Automated monitors is missing.

Bulk upload would be a great addition. Review collected by and hosted on G2.com.

Response from Jatin Solanki of decube

edit

It's great to hear that decube is solving multiple dimension problems for you, from data discovery to monitoring key data assets. We're pleased that the platform is delivering on its promises. We've taken note of your feedback on the missing automated monitors and the suggestion for bulk upload, and we'll consider these for future updates.