---
title: "Best Data Warehouse Software - 2026 Reviews & Pricing"
description: "Find the best Data Warehouse Software for your organization. Compare top Data Warehouse Software systems with customer reviews, pricing, and free demos."
source_url: "https://www.softwareadvice.com/bi/data-warehouse-comparison/"
page_type: "subcategory"
language: "en"
---

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Data Warehouse Software

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# Best Data Warehouse Software of 2026

Updated November 9, 2026

On this page

1.  Popular Comparisons
2.  Buyers Guide
3.  Related Software

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100 results

### Compare Products

Showing 1 - 25 of 100 products

#### Company Size

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-   201-500
    
-   501-1000
    
-   1000+
    

#### Pricing Options

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### Compare Products

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**Recommendations**: Sorts listings by the number of recommendations our advisors have made over the past 30 days. Our advisors assess buyers’ needs for free and only recommend products that meet buyers’ needs. Vendors pay Software Advice for these referrals.  
  
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**Average Rating**: Sorts listings by overall star rating based on user reviews, highest to lowest.  
  
**Alphabetically (A-Z)**: Sorts listings by product name from A to Z.

### [Mozart Data](/bi/mozart-data-profile/)

- Overall rating: 5/5
- Reviews: 3
- Free trial: Available
- Free demo: Not available

#### Overview

Backed by award-winning data analyst support, Mozart Data is the fastest way to set up scalable, reliable data infrastructure that doesn’t need to be maintained by you. Mozart

[Read more](/bi/mozart-data-profile/)

#### Features

##### Best rated features

- Query Builder: 5/5
- Alerts/Notifications: 5/5
- Ad hoc Reporting: 5/5
- Data Capture and Transfer: 5/5

[See all features](/bi/mozart-data-profile/#key-features)

---

### [Zap Data Hub](/data-management/zap-profile/)

- Overall rating: 4.9/5
- Reviews: 4
- Free trial: Available
- Free demo: Not available

#### Overview

Zap Data Hub is ERP data warehouse automation, built for finance and operations teams who need numbers they can defend.

If month-end close means exporting from your ERP into

[Read more](/data-management/zap-profile/)

#### Features

##### Best rated features

- Customer Database: 5/5

[See all features](/data-management/zap-profile/#key-features)

#### Pricing

##### Basic

- Price: Custom
- Pricing available upon request

[See full pricing details](/data-management/zap-profile/#pricing-and-plans)

---

### [AtScale](/bi/atscale-profile/)

- Overall rating: 5/5
- Reviews: 1
- Starting price: $50,000.00
- Free trial: Available
- Free demo: Not available

#### Overview

AtScale is a data warehouse virtualization solution that creates a live connection between people and data without moving it, regardless of where it is stored or how it is

[Read more](/bi/atscale-profile/)

#### Pricing

##### Basic

- Price: $50,000.00

[See full pricing details](/bi/atscale-profile/#pricing-and-plans)

---

### [Conversionomics](/bi/conversionomics-profile/)

- Overall rating: 5/5
- Reviews: 1
- Starting price: $250.00/month
- Free trial: Available
- Free demo: Not available

#### Overview

Conversionomics is an efficient data aggregation tool that offers a simple user interface that makes it easy to quickly build data API sources. From those sources, users can create

[Read more](/bi/conversionomics-profile/)

#### Features

##### Best rated features

- OLAP: 5/5
- Scheduled/Automated Reports: 5/5
- Ad hoc Reporting: 5/5
- Data Mapping: 5/5

##### Worst rated features

- Forecasting: 3/5
- Activity Dashboard: 3/5

[See all features](/bi/conversionomics-profile/#key-features)

#### Pricing

##### Basic

- Price: $250.00/month

[See full pricing details](/bi/conversionomics-profile/#pricing-and-plans)

---

### [Amazon Redshift](/bi/amazon-redshift-profile/)

- Overall rating: 4.4/5
- Reviews: 16
- Free trial: Not available
- Free demo: Not available

#### Overview

Amazon Redshift uses SQL to analyze structured and semi-structured data across data warehouses, operational databases, and data lakes, using AWS-designed hardware and machine

[Read more](/bi/amazon-redshift-profile/)

#### Features

##### Best rated features

- Data Storage Management: 4.6/5
- Predictive Analytics: 4.5/5
- Data Connectors: 4.5/5
- Data Integration: 4.5/5

##### Worst rated features

- In-Database Processing: 3/5
- Self Service Data Preparation: 3.3/5
- Ad hoc Reporting: 3.3/5

[See all features](/bi/amazon-redshift-profile/#key-features)

---

### [Panoply](/bi/panoply-profile/)

- Overall rating: 4.0/5
- Reviews: 21
- Starting price: $199.00
- Free trial: Available
- Free demo: Not available

#### Overview

Panoply is a cloud data platform that helps businesses source, store and manage data from various applications to streamline data analysis processes. Professionals can track the

[Read more](/bi/panoply-profile/)

#### Features

##### Best rated features

- Metadata Management: 4/5
- Data Integration: 4/5
- Data Connectors: 3/5

[See all features](/bi/panoply-profile/#key-features)

#### Pricing

##### Starter

- Price: $199.00

##### Lite

- Price: $499.00/month

##### Standard

- Price: $799.00/month

[See full pricing details](/bi/panoply-profile/#pricing-and-plans)

---

### [Vantage](/cloud-storage/teradata-database-profile/)

- Overall rating: 4.3/5
- Reviews: 25
- Free trial: Available
- Free demo: Not available

#### Overview

Teradata Database enables users to utilize wearables and personal medical devices to analyze patient heart rate or activity data to understand medication compliance, then alert

[Read more](/cloud-storage/teradata-database-profile/)

#### Features

##### Best rated features

- Data Virtualization: 5/5
- Access Controls/Permissions: 5/5
- Multiple Programming Languages Supported: 4/5
- Data Dictionary Management: 4/5

[See all features](/cloud-storage/teradata-database-profile/#key-features)

#### Pricing

##### Basic

- Price: Custom
- Pricing available upon request

[See full pricing details](/cloud-storage/teradata-database-profile/#pricing-and-plans)

---

### [Simba Embedded Analytics](/bi/logi-symphony-profile/)

- Overall rating: 4.5/5
- Reviews: 258
- Best for: Small businesses
- Free trial: Available
- Free demo: Not available

#### Overview

Simba Embedded Analytics is built for teams creating analytics inside products and systems, rather than sending users to a separate business intelligence workspace. Software

[Read more](/bi/logi-symphony-profile/)

#### Features

##### Best rated features

- Forecasting: 5/5
- Key Performance Indicators: 5/5
- Self-service Analytics: 5/5
- Trend/Problem Indicators: 5/5

##### Worst rated features

- Relational Display: 1/5
- Data Mapping: 2.5/5
- Streaming Analytics: 3/5
- Multiple Data Sources: 3/5

[See all features](/bi/logi-symphony-profile/#key-features)

#### Pricing

##### Basic

- Price: Custom
- Pricing available upon request

[See full pricing details](/bi/logi-symphony-profile/#pricing-and-plans)

---

### [CData Sync](/data-extraction/cdata-sync-profile/)

- Overall rating: 4.1/5
- Reviews: 16
- Starting price: $7,999.00/year
- Free trial: Available
- Free demo: Not available

#### Overview

CData Sync is a universal data pipeline that delivers automated continuous replication from hundreds of cloud applications for CRM, ERP, marketing automation, accounting, etc., to

[Read more](/data-extraction/cdata-sync-profile/)

#### Features

##### Best rated features

- Secure Data Storage: 5/5
- Data Storage Management: 4.5/5
- ETL - Extract Transfer Load: 4.5/5
- Data Extraction: 4.3/5

##### Worst rated features

- Data Capture and Transfer: 3/5
- Third-Party Integrations: 3.8/5
- Data Synchronization: 3.9/5

[See all features](/data-extraction/cdata-sync-profile/#key-features)

#### Pricing

##### Standard (Self-Hosted)

- Price: $7,999.00/year
- Self-hosted (cloud or on-premises) Up to 5 standard connections, up to 100M rows per month.

##### Standard (Sync Cloud)

- Price: $7,999.00/year
- Cloud-based, SaaS offering; Up to 5 standard connections, up to 100M rows per month

[See full pricing details](/data-extraction/cdata-sync-profile/#pricing-and-plans)

---

### [Jaspersoft](/bi/tibco-jaspersoft-profile/)

- Overall rating: 4.2/5
- Reviews: 27
- Free trial: Available
- Free demo: Not available

#### Overview

Jaspersoft is an on-premise and cloud-based reporting tool that let's you design, embed, manage and deploy high volume pixel-perfect reports, self-service ad hoc reports and

[Read more](/bi/tibco-jaspersoft-profile/)

#### Features

##### Best rated features

- Data Connectors: 4.5/5
- ETL - Extract Transfer Load: 4/5
- Data Visualization: 4/5
- Data Extraction: 4/5

##### Worst rated features

- Search/Filter: 2/5
- Data Management: 2/5
- Visual Analytics: 2/5
- Activity Dashboard: 2/5

[See all features](/bi/tibco-jaspersoft-profile/#key-features)

#### Pricing

##### Jaspersoft Reporting and Embedded Analytics Software

- Price: Custom
- Pricing available upon request
- At Jaspersoft, we believe that the right reporting and embedded analytics solution should be

[See full pricing details](/bi/tibco-jaspersoft-profile/#pricing-and-plans)

---

### [Fivetran](/bi/fivetran-profile/)

- Overall rating: 4.4/5
- Reviews: 25
- Starting price: $1.00
- Free trial: Available
- Free demo: Available

#### Overview

Fivetran is a cloud-based business intelligence solution which caters to needs of analysts, data engineers and business intelligence teams. The solution is HIPAA compliant and

[Read more](/bi/fivetran-profile/)

#### Features

##### Best rated features

- ETL - Extract Transfer Load: 5/5
- Data Import/Export: 4.9/5
- Web Data Extraction: 4.8/5
- Data Synchronization: 4.7/5

##### Worst rated features

- Email Address Extraction: 2/5
- Pricing Extraction: 3/5
- Dashboard: 3/5

[See all features](/bi/fivetran-profile/#key-features)

#### Pricing

##### Basic

- Price: $1.00

[See full pricing details](/bi/fivetran-profile/#pricing-and-plans)

---

### [Glew](/sales-forecasting/glew-profile/)

- Overall rating: 4.3/5
- Reviews: 59
- Free trial: Available
- Free demo: Not available

#### Overview

Glew is an e-commerce analytics tool for online retailers, omnichannel merchants, digital agencies, DTC brands, and B2B companies. It provides multi-channel business reports and

[Read more](/sales-forecasting/glew-profile/)

#### Features

##### Best rated features

- Visual Analytics: 4/5
- Activity Dashboard: 4/5
- Dashboard: 4/5
- Self Service Data Preparation: 3.5/5

[See all features](/sales-forecasting/glew-profile/#key-features)

#### Pricing

##### Glew Pro

- Price: Custom
- Pricing available upon request
- For teams wanting more advanced data insights and reporting. Requires annual prepayment.

##### Glew Plus

- Price: Custom
- Pricing available upon request
- For teams needing a fully supported data pipeline (ELT), and data warehouse platform with custom

[See full pricing details](/sales-forecasting/glew-profile/#pricing-and-plans)

---

### [Cloudera](/bi/cloudera-enterprise-data-hub-profile/)

- Overall rating: 4.1/5
- Reviews: 12
- Starting price: $10,000.00/year
- Free trial: Not available
- Free demo: Not available

#### Overview

Cloudera Enterprise Data Hub is a cloud-based business intelligence solution designed to help streamline various data analysis operations using batch and stream data processing,

[Read more](/bi/cloudera-enterprise-data-hub-profile/)

#### Features

##### Best rated features

- Database Support: 4/5
- Data Replication: 4/5
- Ad hoc Query: 4/5
- API: 4/5

##### Worst rated features

- Data Visualization: 2.5/5
- Reporting/Analytics: 3/5
- Real-Time Analytics: 3/5
- Predictive Analytics: 3/5

[See all features](/bi/cloudera-enterprise-data-hub-profile/#key-features)

---

### [Rubrik](/data-governance/rubrik-profile/)

- Overall rating: 4.8/5
- Reviews: 74
- Free trial: Not available
- Free demo: Not available

#### Overview

Rubrik is a data management solution that helps businesses streamline data backup, archiving, offsite replication and compliance management operations via a unified portal. It

[Read more](/data-governance/rubrik-profile/)

#### Features

##### Best rated features

- API: 5/5
- Workflow Management: 5/5
- Data Security: 5/5
- Reporting/Analytics: 5/5

##### Worst rated features

- Vulnerability Assessment: 3/5
- Vulnerability Protection: 3/5
- Risk Management: 4/5
- Automatic Backup: 4/5

[See all features](/data-governance/rubrik-profile/#key-features)

---

### [Scal-e](/mobile-marketing/scal-e-profile/)

- Overall rating: 4.9/5
- Reviews: 15
- Free trial: Available
- Free demo: Not available

#### Overview

Scal-e is a digital marketing platform allows brands to set up personalized devices via product or content recommendations across email, SMS, mobile wallets, WhatsApp, Telegram,

[Read more](/mobile-marketing/scal-e-profile/)

#### Pricing

##### Basic

- Price: Custom
- Pricing available upon request

[See full pricing details](/mobile-marketing/scal-e-profile/#pricing-and-plans)

---

### [Metaplane](/data-quality/metaplane-profile/)

- Overall rating: 5/5
- Reviews: 23
- Starting price: $1,249.00/month
- Free trial: Available
- Free demo: Not available

#### Overview

Metaplane is a data observability platform that provides visibility into data systems and pipelines. It is designed for data engineers and data scientists in large enterprises with

[Read more](/data-quality/metaplane-profile/)

#### Pricing

##### Basic

- Price: $1,249.00/month

[See full pricing details](/data-quality/metaplane-profile/#pricing-and-plans)

---

### [Snowflake](/database-monitoring/snowflake-profile/)

- Overall rating: 4.7/5
- Reviews: 97
- Starting price: $23.00/month
- Free trial: Available
- Free demo: Not available

#### Overview

Snowflake is a data cloud platform for technology professionals and businesses in various industries, including financial services, government, education, healthcare, advertising,

[Read more](/database-monitoring/snowflake-profile/)

#### Features

##### Best rated features

- Model Training: 5/5
- Data Security: 5/5
- Compliance Management: 5/5
- ML Algorithm Library: 5/5

[See all features](/database-monitoring/snowflake-profile/#key-features)

#### Pricing

##### Basic

- Price: $23.00/month

[See full pricing details](/database-monitoring/snowflake-profile/#pricing-and-plans)

---

### [Better Stack](/product/185395-Better-Stack/)

- Overall rating: 4.8/5
- Reviews: 37
- Starting price: $0.00one time
- Free trial: Available
- Free demo: Not available

#### Overview

Better Stack is a cloud-based observability platform that serves software engineering teams across organizations of all sizes, from startups to large enterprises. Better Stack

[Read more](/product/185395-Better-Stack/)

#### Features

##### Best rated features

- Audit Trail: 5/5
- On Call Scheduling: 5/5
- Incident Reporting: 5/5
- Incident Management: 5/5

##### Worst rated features

- Performance Metrics: 4/5

[See all features](/product/185395-Better-Stack/#key-features)

#### Pricing

##### Free plan

- Price: $0.00one time
- A great way to get started!

##### Pay as you go

- Price: $29.00/month
- Flexible pricing where you pay only for what you use.

##### Enterprise

- Price: Custom
- Pricing available upon request
- Custom solutions with enterprise-grade security, scalability, and SLAs.

[See full pricing details](/product/185395-Better-Stack/#pricing-and-plans)

---

### [Google Cloud](/compliance/google-cloud-platform-profile/)

- Overall rating: 4.7/5
- Reviews: 2,342
- Best for: Mid-size businesses
- Free trial: Available
- Free demo: Not available

#### Overview

Google Cloud is a suite of cloud computing services that allows businesses to build, deploy, and scale applications. The platform caters to a wide range of industries, such as

[Read more](/compliance/google-cloud-platform-profile/)

##### What users love

- Scalable and reliable data storage
- User-friendly interface and setup
- Comprehensive security and permissions

##### To take in mind

- Complex and unpredictable pricing
- Steep learning curve for beginners
- Limited and slow customer support

#### Features

##### Best rated features

- Pre-built Templates: 5/5
- Policy Management: 5/5
- Scheduling: 5/5
- Reminders: 5/5

##### Worst rated features

- Release Management: 3/5
- In-Database Processing: 3/5
- Testing/QA Management: 3/5
- Offline Access: 3/5

[See all features](/compliance/google-cloud-platform-profile/#key-features)

#### Pricing

##### Free

- Price: Custom
- Pricing available upon request
- New customers get $300 in free credits to fully explore and conduct an assessment of Google Cloud.

##### Pay as You Go

- Price: Custom
- Pricing available upon request

[See full pricing details](/compliance/google-cloud-platform-profile/#pricing-and-plans)

---

1

[2](https://www.softwareadvice.com/bi/data-warehouse-comparison/?__ai_markdown=true&page=2)[3](https://www.softwareadvice.com/bi/data-warehouse-comparison/?__ai_markdown=true&page=3)[4](https://www.softwareadvice.com/bi/data-warehouse-comparison/?__ai_markdown=true&page=4)

## Popular Comparisons

[

MongoDB vs Google Cloud

](https://www.softwareadvice.com/compliance/google-cloud-platform-profile/vs/mongodb/)[

Oracle Database vs SAP HANA Cloud

](https://www.softwareadvice.com/data-governance/oracle-database-profile/vs/sap-hana-cloud/)[

Snowflake vs SolarWinds Task Factory

](https://www.softwareadvice.com/database-monitoring/snowflake-profile/vs/task-factory/)[

BigQuery vs WhereScape RED

](https://www.softwareadvice.com/compare/354939-google-cloud-bigquery/vs/476892-WhereScape-Red/)

Do the following situations sound familiar?

-   Your business uses many applications, which makes it difficult to combine the data from all these varied software.
    
-   Your business is growing and so is your data, making it difficult for you to handle the numerous reports each day.
    
-   You've spotted errors in recent reports and are starting to doubt the accuracy of your current reporting methods.
    

These are among the many challenges that small businesses face when managing data.

_**So, how can I overcome these data management challenges?**_

One option is to hire more people to manage the increasing volume of data. But this is expensive and there are still chances of human error. The easier alternative is to use [data warehouse software](https://www.softwareadvice.com/bi/data-warehouse-comparison/). It integrates data from multiple data sources and reduces the processing time for reports and queries.

**With data warehouse software, small businesses can significantly improve the accuracy of their business reports and the speed of creating them. It ensures that reports are available instantly, which is essential for quick, informed decision making.**

We created this buyer's guide to help you select the right software for your business. The guide offers you all the vital information you need before purchasing a solution.

Here's what we'll cover:

[What Is Data Warehouse Software?](#WhatIsDataWarehouseSoftware)

[Common Features of Data Warehouse Software](#CommonFeaturesofDataWarehouseSoftware)

[What Type of Buyer Are You?](#WhatTypeofBuyerAreYou)

[Benefits of Data Warehouse Software](#BenefitsofDataWarehouseSoftware)

[Key Considerations](#KeyConsiderations)

[Pricing and Purchasing Options](#PricingandPurchasingOptions)

[Market Trends to Understand](#MarketTrendstoUnderstand)

## What Is Data Warehouse Software?

It is a database management solution built for business intelligence (BI) applications. The software speeds up the reporting process by storing data using methods that optimize data usage later. It performs the following functions:

-   Combines operational data from multiple sources such as spreadsheets, websites and social media accounts.
    
-   Indexes the data warehouse so that you can reference the data when needed.
    
-   Creates data models that improve the speed of query processing.
    

_Data warehouse architecture in Dimodelo (_[Source](https://www.dimodelo.com/courses/develop-data-warehouse-dimodelo-architect-depth-course/)_)_

## Common Features of Data Warehouse Software

To get the best results from the software, make sure that it offers features relevant to your business. The following table lists the basic features of data warehouse management solutions. You should identify the relevant features so that you're able to shortlist solutions that offer these features.

| Feature | Description |
| --- | --- |
| Data integration | Combines data from different sources and stores it in a central location. |
| Extract, transform and load (ETL) | Refers to the process of loading data from different sources into the warehouse. It involves a series of data operations and instructions that designate the location for all the stored data. |
| Data modeling | Creates "data cubes" from the raw data in the warehouse. Data cubes equip the data warehouse with a pre-calculated dataset, which reduces the number of calculations and the time needed to process reports. |
| Standard SQL support | Lets you run SQL queries on the data stored in the warehouse. |
| Analytics/Built-in reports | Allows you to create customizable reports based on the data fields in the warehouse. |
| Machine learning support | Runs machine learning algorithms on the warehouse data to perform predictive analytics and forecasting. |

---

## What Type of Buyer Are You?

We've classified data warehouse software buyers into two categories:

**Small businesses.** This category includes small business owners and team managers. These buyers have limited technical expertise and need to build a simple application infrastructure. They need a solution that's easy to deploy, learn and use. It should also help them scale-up without the help of consultants and IT experts.

**IT users in enterprises.** These buyers usually come from midsize and large businesses. They have many business apps such as CRM and HR software, and as a result, in-house IT staff to manage these different applications. They need a solution that integrates with all the key software being used in their business.

Before starting your search for data warehouse solutions, identify your category so that you can shortlist suitable solutions. You can also contact Software Advice on **(855) 998-8505** and speak to an advisor to get relevant suggestions.

## Benefits of Data Warehouse Software

If you are a small business that's struggling with your report creation process, this software will ease your workload and speed-up your reporting process. Here are the other key benefits of using a data warehouse solution:

-   It serves as a central repository of all your business data. It ensures that the raw data is accessible in one place. Also, only authorized employees are able to access the reports.
    
-   It eliminates having to manually combine data from different sources, which is time-consuming and prone to human error.
    
-   It employs data models that make the analysis engine faster, helping you create reports quickly and accurately.
    

## Key Considerations

The primary benefit of data warehouse software is that it makes your processes more efficient. But it depends on choosing the right vendor. To avoid purchasing the wrong solution and wasting your resources, review these key considerations. These will help you select the right solution for your business.

-   **Ease of scalability.** As your business grows, you will need more storage and processing capabilities. Invest in a data warehouse management solution that lets you scale-up easily, based on your growing data needs.
    
-   **Focus on data security.** The software is a repository of your critical business data, which makes it susceptible to hacking. To protect your data from potential breaches, ensure that the solution has data encryption and other data security protocols.
    
-   **Integration with existing BI infrastructure.** If you use a [BI](https://www.softwareadvice.com/bi/) or [data visualization](https://www.softwareadvice.com/bi/data-visualization-comparison/) solution, make sure that your data warehouse solution integrates seamlessly with these tools.
    

## Pricing and Purchasing Options

Due to various factors, the pricing of data warehouse software is more complex than that of other types of BI software. Cloud-based and on-premise solutions have different charges. Therefore, consider all of the following factors when estimating the total cost of data warehouse software:

-   **Number of data integrations.** The number of data sources (i.e., data integrations) is a key pricing for many data warehousing solutions. A higher number of data connections means that the vendor needs to offer greater technical complexity, based on which they will charge you.
    
-   **Data storage capacity.** Most cloud-based data warehousing solutions charge based on the data storage volume. Storing data on the cloud is usually priced as per GB, which reflects in the overall pricing of the data warehousing solution. If you use an on-premise system, you may have to purchase your own servers and data storage devices. However, these costs will not reflect in your license pricing.
    
-   **Rows of data.** Some cloud-based and on-premise products charge you for the number of rows or entries in the database.
    
-   **Computing ability.** Some cloud-based data warehousing solutions (such as Amazon Redshift) may charge you based on the computing ability. It's measured as gigabytes per second (GBPS) or terabytes per second (TBPS).
    
-   **Deployment regions.** Due to regional differences in pricing, cloud-based data warehousing solutions may charge differently for data stored in the U.S. or other countries. If your businesses has an international presence, you should keep this in mind when estimating the total cost of ownership (TCO).
    

## Market Trends to Understand

To stay competitive, you should be aware of the recent market trends. You should also make sure that your shortlisted vendor is building new features to incorporate these market trends. Here are the two primary trends in data warehousing software industry:

**Machine learning to optimize query loads.**

Machine learning improves the speed of query processing in a data warehouse solution. For instance, [Amazon Redshift](https://aws.amazon.com/blogs/big-data/using-amazon-redshift-to-analyze-your-elastic-load-balancer-traffic-logs/) uses machine learning algorithms to estimate the run time of incoming queries. This allows it to perform smart query allocation for each queue, thereby optimizing the run-time of a query. We expect this functionality to become a core software feature by 2022.

**IoT to drive up adoption.** [Managing enormous data volumes and analytics](https://www.saviantconsulting.com/blog/iot-implementation-challenges-enterprises.aspx) are the biggest challenges in the Internet of things (IoT). Data warehouse software employs data models that allow faster analytics of IoT data. The [increasing demand for IoT among small businesses](https://blog.capterra.com/top-5-small-business-tech-trends/) will fuel the demand for data warehousing software by 2023.

### Related Data Warehouse Software

-   [Big Data Software](https://www.softwareadvice.com/bi/big-data-comparison/)
-   [Business Continuity Software](https://www.softwareadvice.com/business-continuity/)
-   [Business Intelligence Software](https://www.softwareadvice.com/bi/)
-   [Data Analysis Software](https://www.softwareadvice.com/bi/data-analysis-comparison/)
-   [Database Software](https://www.softwareadvice.com/database-management-systems/)