getapp-logo

App comparison

Add up to 4 apps below to see how they compare. You can also use the "Compare" buttons while browsing.

Software categoriesBlog & researchAbout us

GetApp offers objective, independent research and verified user reviews. We may earn a referral fee when you visit a vendor through our links. 

Big Data Software with Audit Trail (2026)

Last updated: April 2026

Big Data Software Key Features

    Based on 260 user opinions, we identified 6 features that are important for any product in Big Data Software

  • High Volume Processing

    Process and analyze large volume of data

    Average user rating

    4.6

  • Access Controls/Permissions

    Define levels of authorization for access to specific files or systems

    Average user rating

    4.6

  • Data Storage Management

    Manage and store data in a database

    Average user rating

    4.8

  • Statistical Analysis

    Apply statistical/mathematical models to sets of data

    Average user rating

    4.9

  • Data Blending

    Merge data from multiple sources to a single data set

    Average user rating

    4.7

  • Reporting & Statistics

    Collection, analysis & representation of numerical data and generation of reports to understand various patterns

    Average user rating

    4.9
1 filter applied

Features

Integrated with

Pricing model

Devices supported

Organization types

User rating

31 software options

Datadog logo

Cloud-Scale Monitoring Platform For Dev, Sec, and Ops teams.

learn more
Datadog is a full stack monitoring service for IT, Operations, Security, and Development teams who develop and run cloud applications and deal with large amounts of data.

Read more about Datadog

Users also considered
Sisense logo

BI & dashboard software for multiple, large data sets

learn more
Sisense data & analytics platform makes it incredibly easy to mashup data from across your entire data landscape and transform it into powerful, actionable analytics applications that can be embedded anywhere. From startups to brands like GE, Nasdaq, & Philips, thousands of organizations use Sisense

Read more about Sisense

Users also considered
Splunk Enterprise logo

Machine data management and analytics

learn more
Splunk Enterprise is a cloud-based platform designed to assist businesses with big data management and analysis of machine data. Key features include data visualization, performance metrics, data collection, real-time search, indexing, KPI tracking, reporting, and monitoring.

Read more about Splunk Enterprise

Users also considered
Phocas logo

Business intelligence, financial reporting & sales analytics

learn more
Phocas provides big data analytics to uncover trends, patterns, correlations or other useful insights that lead to tangible results.

Read more about Phocas

Users also considered
Cleo Integration Cloud logo

Secure Integration and Data Movement Platform

learn more
Cleo Integration Cloud (CIC) is a cloud-based integration platform, purpose-built to design, build, operate and optimize critical ecosystem integration processes.

Read more about Cleo Integration Cloud

Users also considered
Matillion logo

Extract, transform, load platform for cloud data warehouses

learn more
Matillion is an extract, transform, load (ETL) solution for cloud data warehouses including Amazon Redshift, Snowflake and Google BigQuery. It enables users to gather data from various sources & deliver them in structured and semi-structured frameworks using data transformation capabilities.

Read more about Matillion

Users also considered
Forestpin Analytics logo

Cloud-based financial risk management solution

learn more
Forestpin Analytics is a data analytics platform designed to help businesses mitigate operational risk and gain actionable insights from their data. The solution leverages outlier detection and machine learning algorithms to highlight hidden patterns and anomalies within the data.

Read more about Forestpin Analytics

Users also considered
SingleStore logo

Database management solution

learn more
SingleStore is a database management solution that helps businesses ingest, analyze, store, deploy, manage, secure, and integrate data across systems. It allows administrators to manage data in various formats including relational SQL, geospatial, full-text search, and JSON.

Read more about SingleStore

Users also considered
Sumo Logic logo

Unified Logs & Metrics for Full App Visibility

learn more
Sumo Logic is a log management and data analytics software that creates information based on data feeds. It assesses server, application and website performances by creating graphs and charts. It creates alerts when data reaches certain levels which in turn notify of potential threats/downtime.

Read more about Sumo Logic

Users also considered
Logz.io logo

Machine data analytics based on ELK and Grafana

learn more
Logz.io was designed for big data, adding a sophisticated machine learning layer on top of a powerful ELK Stack.

Read more about Logz.io

Users also considered
Vantage logo

Web-based database and analytics tool for IoT enhancement

learn more
Teradata Database allows individuals to break down and distribute complex analytics workloads to improve performance. Key features include access control, data dictionary & workload management, programming languages support, data storage & analysis, reporting, fallback protection, and more.

Read more about Vantage

Users also considered
4MDG logo

Master data management software

learn more
4MDG is a master data management software designed to help medium and large companies unite robotic process automation, big data, and workflows to make data better.

Read more about 4MDG

Users also considered
Blossom Sky logo

Federated AI Learning and Data Analytics

learn more
Blossom is a system designed to fully support cross-platform data processing: the platform enables users to run data analytics over multiple data processing platforms.

Read more about Blossom Sky

Users also considered
Sesame Software logo

Stop paying per GB.

learn more
Sesame Software enables enterprises to harness large-scale data with secure replication and movement across multiple platforms. Our hybrid deployment model allows you to unify structured and unstructured data into one environment for modern analytics, AI initiatives, and compliance reporting.

Read more about Sesame Software

Users also considered
Unit4 Financial Planning & Analysis logo

Business intelligence and corporate performance management

learn more
Unit4 Financial Planning & Analysis (FP&A) - formerly Unit 4 Prevero - provides integrated business reporting and financial planning effective for all areas of business management within various market segments

Read more about Unit4 Financial Planning & Analysis

Users also considered
Centralpoint logo

Digital experience platform & content management solution

learn more
Centralpoint by Oxcyon is a digital experience platform & content management solution for enterprises. The cloud-based tool allows users to control knowledge, data, documents, forms, emails, learning, compliance, & more whilst also providing features for managing employees, clients & partners.

Read more about Centralpoint

Users also considered
Worksheet Systems logo

Build online databases & custom business applications

learn more
Worksheet Systems enables users to build enterprise quality custom business applications for data management needs, without any coding knowledge required

Read more about Worksheet Systems

Users also considered
Chaossearch logo

Turn your AWS S3 into a hot, searchable analytic data lake.

learn more
CHAOSSEARCH is a fully managed log analytics platform for big data that leverages your AWS S3 as a data store. Our revolutionary technology radically lowers costs for analyzing log data at scale (i.e. Big Data!), passing those savings on to you! Try CHAOSSEARCH for your big data analysis challenges!

Read more about Chaossearch

Users also considered
Datameer logo

Datameer Cloud: Your Data Transformation Solution

learn more
Datameer Cloud simplifies data transformation for data engineers. Optimize analytics, job management, and data accessibility with ease.

Read more about Datameer

Users also considered
Select Star logo

Web-based data discovery and governance platform

learn more
Select Star is a data discovery and governance platform that automatically analyzes and documents your data. Connect some of the most popular tools used in the modern data stack and start using the tool immediately to track where data is coming from, how it is being used, and by whom.

Read more about Select Star

Users also considered
Agile Data Engine logo

Unlock the value of your data.

learn more
Agile Data Engine is a dataOps management platform that helps users design, deploy, operate, and manage data products and data warehouse lifecycles. The solution combines data modeling, transformations, continuous delivery, and workload orchestration in a single platform.

Read more about Agile Data Engine

Users also considered
Aware logo

Enterprise Collaboration Security, Compliance, and Insights

learn more
Aware is a data governance, data loss prevention, and intelligence application for businesses in all industry sectors. Key features include policy creation, metadata extractions, data captures & transfers, OCR, integrations, reporting & collaboration tools, search & filters, archiving, and more.

Read more about Aware

Users also considered
Tonic logo

Realistic test data generation for developers

learn more
Tonic.ai offers a developer platform for data de-identification, synthesis, and provisioning to keep test data secure, accessible, and in sync across testing and development environments. Get the data you need to shorten your sprints, catch more bugs, and ship better products faster.

Read more about Tonic

Users also considered
Exponam logo
(0)

Better Data

learn more
The Exponam solution is a better way to share, move, store, and explore data. Use Exponam .BIG files with your existing technology architecture, in or out of the cloud, to make large and sensitive data exchange faster, more secure, and cheaper.

Read more about Exponam

Users also considered
Mojix ytem logo
(0)

Real-time visibility through the complete item chain.

learn more
Item Chain Management solution for consumer brand, retail and industrial enterprises. Applies innovative data science to transform item-level data into valuable operational intelligence, helping you to manage the entire life-cycle of billions of unique identities from source to sale to consumer.

Read more about Mojix ytem

Users also considered