# Best Artificial Intelligence Software - 2026 Reviews & Pricing

> Find the best Artificial Intelligence Software for your organization. Compare top Artificial Intelligence Software systems with customer reviews, pricing, and free demos.

Source: https://www.softwareadvice.com/artificial-intelligence

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# Best Artificial Intelligence Software of 2026

Updated June 19, 2026

Written by [Supriya Deka](https://www.softwareadvice.com/resources/author/sdeka/)

Market Research Specialist

Edited by [Lindsay Page](https://www.softwareadvice.com/resources/author/lindsay-page/)

Editor

On this page

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

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802 results

### Compare Products

Showing 1 - 25 of 802 products

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**Sponsored**: Sorts listings by software vendors running active bidding campaigns, from the highest to lowest bid. Vendors who have paid for placement have a ‘Visit Website’ button, whereas unpaid vendors have a ‘Learn More’ button.  
  
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**Alphabetically (A-Z)**: Sorts listings by product name from A to Z.

New Relic is a cloud-based network monitoring and observability platform designed to help businesses analyze, optimize and troub...[Read more about New Relic](https://www.softwareadvice.com/devops/new-relic-one-profile/)

**4.5**

([195 reviews](https://www.softwareadvice.com/devops/new-relic-one-profile/reviews/))

Free trial

Free version

Integrations

Integrations

Slack

Jira

+102 more

+101 more

+100 more

New Relic's Best Rated Features

5.0For Websites

See All

New Relic's Worst Rated Features

4.29Reporting/Analytics

See All

Asana is a project management platform designed to help teams organize projects and manage deadlines. The Starter plan is tailor...[Read more about Asana](https://www.softwareadvice.com/project-management/asana-profile/)

**4.5**

([13590 reviews](https://www.softwareadvice.com/project-management/asana-profile/reviews/))

Free trial

Free version

Integrations

Integrations

Google Docs

Google Drive

+100 more

+99 more

+98 more

Asana's Best Rated Features

5.0Process Change Tracking

See All

Asana's Worst Rated Features

3.66Risk Management

See All

Site24x7 is a cloud-based website and server monitoring platform that helps small to large size businesses monitor websites, ser...[Read more about Site24x7](https://www.softwareadvice.com/cloud-management/site24x7-profile/)

**4.7**

([351 reviews](https://www.softwareadvice.com/cloud-management/site24x7-profile/reviews/))

Free trial

Free version

Integrations

Integrations

Slack

Microsoft Teams

+8 more

+7 more

+6 more

Site24x7's Best Rated Features

4.90Activity Dashboard

See All

Site24x7's Worst Rated Features

3.84Cost Management

See All

Fin is a single Customer Agent that can take on different roles, depending on what the conversation needs. Fin can handle sales,...[Read more about Fin](https://www.softwareadvice.com/product/530033-Fin/)

**4.6**

([16 reviews](https://www.softwareadvice.com/product/530033-Fin/#reviews))

Free trial

Free version

Integrations

Integrations

Zendesk Suite

Freshdesk

+18 more

+17 more

+16 more

Fin's Best Rated Features

4.67Live Chat

See All

Fin's Worst Rated Features

4.50Automated Routing

See All

Plytix is a platform built specifically for product content. It gives you one place to manage everything, so it stays organized,...[Read more about Plytix](https://www.softwareadvice.com/cms/plytix-pim-profile/)

**4.7**

([93 reviews](https://www.softwareadvice.com/cms/plytix-pim-profile/reviews/))

Free trial

Free version

Integrations

Integrations

Shopify

Snapchat for Business

+16 more

+15 more

+14 more

Plytix's Best Rated Features

4.79Content Creation

See All

Plytix's Worst Rated Features

3.86Documentation Management

See All

Adobe Firefly is a generative AI design tool for creating images, videos, audio, and vector graphics. It is designed for content...[Read more about Adobe Firefly](https://www.softwareadvice.com/product/515101-Adobe-Firefly/)

**4.5**

([19 reviews](https://www.softwareadvice.com/product/515101-Adobe-Firefly/#reviews))

Free trial

Free version

Integrations

Integrations

Adobe Creative Cloud

Adobe Photoshop

+3 more

+2 more

+1 more

Adobe Firefly's Best Rated Features

4.83Content Import/Export

See All

Adobe Firefly's Worst Rated Features

3.67Personalization and Recommendation

See All

Zendesk AI sits at the core of Zendesk, enhancing every aspect of the customer experience. It transforms basic bots into autonom...[Read more about Zendesk AI](https://www.softwareadvice.com/product/450123-Zendesk-AI/)

**4.6**

([8 reviews](https://www.softwareadvice.com/product/450123-Zendesk-AI/#reviews))

Free trial

Free version

Integrations

Integrations

Google Drive

Slack

+57 more

+56 more

+55 more

XY.AI is an agentic AI platform purpose built to automate healthcare workflows and reduce operational challenges. It focuses on ...[Read more about XY.AI](https://www.softwareadvice.com/product/536882-XY-AI/)

**5.0**

([3 reviews](https://www.softwareadvice.com/product/536882-XY-AI/#reviews))

Free trial

Free version

Integrations

Integrations

Slack

Gmail

+13 more

+12 more

+11 more

ModMed is a cloud-based electronic health record (EHR) and practice management system designed for specialty medical practices. ...[Read more about ModMed](https://www.softwareadvice.com/medical/electronic-medical-assistant-profile/)

**4.4**

([367 reviews](https://www.softwareadvice.com/medical/electronic-medical-assistant-profile/reviews/))

Free trial

Free version

Integrations

Integrations

Birdeye

Klara

+15 more

+14 more

+13 more

ModMed's Best Rated Features

4.85HIPAA Compliant

See All

ModMed's Worst Rated Features

3.83Claims Scrubbing

See All

ZoomInfo Copilot is a business intelligence solution that provides insights and data on accounts to help sellers make better dec...[Read more about ZoomInfo Copilot](https://www.softwareadvice.com/product/521025-ZoomInfo-Copilot/)

**4.3**

([6 reviews](https://www.softwareadvice.com/product/521025-ZoomInfo-Copilot/#reviews))

Free trial

Free version

Integrations

Integrations

HubSpot CRM

Salesforce Platform

+1 more

+0 more

+0 more

CloudFabrix Composable Analytics is an analytics platform that provides data observability, AI-powered insights, and cloud cost ...[Read more about Fabrix.ai](https://www.softwareadvice.com/server-management/cfxpulse-profile/)

**4.5**

([2 reviews](https://www.softwareadvice.com/server-management/cfxpulse-profile/#reviews))

Free trial

Free version

[Equally AI](https://www.softwareadvice.com/compliance/equally-ai-profile/)

The #1 AI for WCAG and ADA compliance | Easy 2-minute installation | Auto-pilot maintenance | Accessibility statement | Automate...[Read more about Equally AI](https://www.softwareadvice.com/compliance/equally-ai-profile/)

**5.0**

([112 reviews](https://www.softwareadvice.com/compliance/equally-ai-profile/reviews/))

Free trial

Free version

Integrations

Integrations

WordPress

Wix

+8 more

+7 more

+6 more

Equally AI's Best Rated Features

5.0Alerts/Escalation

See All

Equally AI's Worst Rated Features

4.83AI/Machine Learning

See All

[Rippling](https://www.softwareadvice.com/hr/rippling-profile/)

Rippling is an integrated workforce management platform that unifies HR, IT, and finance tools to streamline operations. It cent...[Read more about Rippling](https://www.softwareadvice.com/hr/rippling-profile/)

**4.9**

([4818 reviews](https://www.softwareadvice.com/hr/rippling-profile/reviews/))

Free trial

Free version

Integrations

Integrations

Google Docs

Google Drive

+192 more

+191 more

+190 more

Rippling's Best Rated Features

5.0Sick Leave Tracking

See All

Rippling's Worst Rated Features

4.11Competency Management

See All

[Vizard](https://www.softwareadvice.com/product/432576-Vizard/)

Vizard is a video generator and editor powered by artificial intelligence. This tool is suitable for marketers, creators, agenci...[Read more about Vizard](https://www.softwareadvice.com/product/432576-Vizard/)

**4.9**

([448 reviews](https://www.softwareadvice.com/product/432576-Vizard/reviews/))

Free trial

Free version

Integrations

Integrations

Instagram

Twitter/X

+10 more

+9 more

+8 more

Vizard's Best Rated Features

4.82Machine Translation

See All

Vizard's Worst Rated Features

4.50Template Management

See All

[Apify](https://www.softwareadvice.com/data-extraction/apify-profile/)

Apify is a full-stack web scraping and automation platform that helps anyone get value from the web. At its core is Apify Store)...[Read more about Apify](https://www.softwareadvice.com/data-extraction/apify-profile/)

**4.8**

([483 reviews](https://www.softwareadvice.com/data-extraction/apify-profile/reviews/))

Free trial

Free version

Integrations

Integrations

Google Docs

Google Drive

+12 more

+11 more

+10 more

Apify's Best Rated Features

5.0Image Extraction

See All

Apify's Worst Rated Features

4.0CAPTCHA Solving

See All

[Liine](https://www.softwareadvice.com/medical/liine-profile/)

Liine is an AI-powered call tracking, marketing analytics and ad optimization platform for multisite healthcare practices. Our p...[Read more about Liine](https://www.softwareadvice.com/medical/liine-profile/)

**4.9**

([162 reviews](https://www.softwareadvice.com/medical/liine-profile/reviews/))

Free trial

Free version

Integrations

Integrations

Mailchimp

Google Analytics 360

+19 more

+18 more

+17 more

Liine's Best Rated Features

5.0Campaign Management

See All

Liine's Worst Rated Features

4.33Prospecting Tools

See All

[UserWay Accessibility Widget](https://www.softwareadvice.com/ux/userway-profile/)

From design to deployment, UserWay makes it easier for teams to prioritize accessibility and continuous compliance. The UserWay ...[Read more about UserWay Accessibility Widget](https://www.softwareadvice.com/ux/userway-profile/)

**4.9**

([330 reviews](https://www.softwareadvice.com/ux/userway-profile/reviews/))

Free trial

Free version

Integrations

Integrations

WordPress

Wix

+20 more

+19 more

+18 more

UserWay Accessibility Widget's Best Rated Features

4.82Search/Filter

See All

UserWay Accessibility Widget's Worst Rated Features

4.15Document Management

See All

[Virbo](https://www.softwareadvice.com/product/515456-Virbo/)

Virbo is an AI-powered video generation platform. It allows users to create engaging, professional-looking videos in minutes. Th...[Read more about Virbo](https://www.softwareadvice.com/product/515456-Virbo/)

**4.9**

([105 reviews](https://www.softwareadvice.com/product/515456-Virbo/reviews/))

Free trial

Free version

Virbo's Best Rated Features

5.0For Marketing and Advertising

See All

Virbo's Worst Rated Features

4.86AI/Machine Learning

See All

[Scalenut](https://www.softwareadvice.com/artificial-intelligence/scalenut-profile/)

Scalenut reduces 90% of time and drives 10x organic traffic by 🛠️automating your entire content lifecycle with AI. Keyword plan...[Read more about Scalenut](https://www.softwareadvice.com/artificial-intelligence/scalenut-profile/)

**4.8**

([397 reviews](https://www.softwareadvice.com/artificial-intelligence/scalenut-profile/reviews/))

Free trial

Free version

Integrations

Integrations

WordPress

Shopify

+2 more

+1 more

+0 more

Scalenut's Best Rated Features

5.0Social Marketing

See All

Scalenut's Worst Rated Features

4.17Content Publishing Options

See All

[Anyword](https://www.softwareadvice.com/ab-testing/anyword-profile/)

Anyword is an artificial intelligence software designed to help marketers create personalized messages for the target audience a...[Read more about Anyword](https://www.softwareadvice.com/ab-testing/anyword-profile/)

**4.8**

([391 reviews](https://www.softwareadvice.com/ab-testing/anyword-profile/reviews/))

Free trial

Free version

Anyword's Best Rated Features

4.72Activity Dashboard

See All

Anyword's Worst Rated Features

4.55API

See All

[Jasper](https://www.softwareadvice.com/marketing/jarvis-profile/)

Jasper is artificial intelligence (AI) that helps businesses create content for blogs, social media posts, Facebook advertisemen...[Read more about Jasper](https://www.softwareadvice.com/marketing/jarvis-profile/)

**4.8**

([1855 reviews](https://www.softwareadvice.com/marketing/jarvis-profile/reviews/))

Free trial

Free version

Integrations

Integrations

Grammarly Business

Surfer

+1 more

+0 more

+0 more

Jasper's Best Rated Features

4.77Content Delivery

See All

Jasper's Worst Rated Features

4.08Multi-Channel Campaigns

See All

[Writesonic](https://www.softwareadvice.com/marketing/writesonic-profile/)

Writesonic is an AI-powered writing assistant with a mission to empower everyone in the world to write anything and publish anyw...[Read more about Writesonic](https://www.softwareadvice.com/marketing/writesonic-profile/)

**4.8**

([2102 reviews](https://www.softwareadvice.com/marketing/writesonic-profile/reviews/))

Free trial

Free version

Integrations

Integrations

WordPress

Zapier

+2 more

+1 more

+0 more

Writesonic's Best Rated Features

4.73Content Generation

See All

Writesonic's Worst Rated Features

4.0Search

See All

[Luigi's Box](https://www.softwareadvice.com/enterprise-search/luigis-box-profile/)

Luigi's Box is an AI-driven, cloud-based software platform that uses machine learning to help businesses make better decisions b...[Read more about Luigi's Box](https://www.softwareadvice.com/enterprise-search/luigis-box-profile/)

**4.9**

([110 reviews](https://www.softwareadvice.com/enterprise-search/luigis-box-profile/reviews/))

Free trial

Free version

Integrations

Integrations

WordPress

Wix

+23 more

+22 more

+21 more

Luigi's Box's Best Rated Features

5.0Fuzzy Search

See All

Luigi's Box's Worst Rated Features

4.67Visual Analytics

See All

[Shelf](https://www.softwareadvice.com/product/435224-Shelf/)

Shelf is a cloud-based platform that helps modern businesses thrive with on-demand answers to the questions that block customer ...[Read more about Shelf](https://www.softwareadvice.com/product/435224-Shelf/)

**4.8**

([106 reviews](https://www.softwareadvice.com/product/435224-Shelf/reviews/))

Free trial

Free version

Integrations

Integrations

Google Drive

Slack

+21 more

+20 more

+19 more

Shelf's Best Rated Features

4.96Document Classification

See All

Shelf's Worst Rated Features

4.13Text Editing

See All

[CloneVoice.ai](https://www.softwareadvice.com/product/537217-CloneVoice-ai/)

CloneVoiceAI is a powerful all-in-one AI voice and audio creation platform designed to turn ideas into professional-quality soun...[Read more about CloneVoice.ai](https://www.softwareadvice.com/product/537217-CloneVoice-ai/)

**4.8**

([566 reviews](https://www.softwareadvice.com/product/537217-CloneVoice-ai/#reviews))

Free trial

Free version

Integrations

Integrations

VideoExpress

TalkingPhotos

+2 more

+1 more

+0 more

CloneVoice.ai's Best Rated Features

4.65API

See All

CloneVoice.ai's Worst Rated Features

4.50Machine Learning

See All

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## Popular Comparisons

[

Asana vs Airtable

](https://www.softwareadvice.com/project-management/airtable-profile/vs/asana/)[

Jasper vs Writesonic

](https://www.softwareadvice.com/marketing/jarvis-profile/vs/writesonic/)[

Apify vs UiPath

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VideoExpress vs CloneVoice.ai

](https://www.softwareadvice.com/compare/449984-VideoExpress/vs/537217-CloneVoice-ai/)[

Rippling vs WebHR

](https://www.softwareadvice.com/hr/rippling-profile/vs/webhr/)

## Your Guide to Top Artificial Intelligence Software, September 2025

Software Advice uses reviews from real software users to highlight the top-rated Artificial Intelligence products in North America.

[Learn how products are chosen](https://www.softwareadvice.com/legal-page/frontrunners-methodology/)

#### Explore FrontRunners

-   [Virbo](https://www.softwareadvice.com/product/515456-Virbo/)
-   [Liine](https://www.softwareadvice.com/medical/liine-profile/)
-   [Afforai](https://www.softwareadvice.com/artificial-intelligence/afforai-profile/)
-   [Vizard](https://www.softwareadvice.com/product/432576-Vizard/)
-   [SmythOS](https://www.softwareadvice.com/no-code-platform/smythos-profile/)
-   [ProWritingAid](https://www.softwareadvice.com/proofreading/prowritingaid-profile/)
-   [GPT-4](https://www.softwareadvice.com/product/513204-GPT-4/)
-   [Writesonic](https://www.softwareadvice.com/marketing/writesonic-profile/)
-   [Coursebox](https://www.softwareadvice.com/lms/coursebox-profile/)
-   [neuroflash](https://www.softwareadvice.com/generative-ai/neuro-flash-profile/)
-   [Crowdin](https://www.softwareadvice.com/translation-management/crowdin-profile/)
-   [Salesforce Customer360](https://www.softwareadvice.com/crm/salesforce-customer360-profile/)
-   [Tidio](https://www.softwareadvice.com/live-chat/tidio-chat-profile/)
-   [sococal.ai](https://www.softwareadvice.com/ai-writing-assistant/sococal-ai-profile/)
-   [1min.AI](https://www.softwareadvice.com/artificial-intelligence/1min-ai-profile/)
-   [MarketingBlocks](https://www.softwareadvice.com/artificial-intelligence/marketingblocks-profile/)
-   [Elephas](https://www.softwareadvice.com/marketing/elephas-profile/)
-   [Atera](https://www.softwareadvice.com/help-desk/atera-profile/)
-   [Fliki](https://www.softwareadvice.com/video-making/awedio-profile/)
-   [Google Cloud](https://www.softwareadvice.com/compliance/google-cloud-platform-profile/)
-   [TextCortex AI](https://www.softwareadvice.com/marketing/textcortex-ai-profile/)
-   [Canva AI Photo Editor](https://www.softwareadvice.com/product/449839-Canva-AI-Photo-Editor/)
-   [Quizlet](https://www.softwareadvice.com/product/486629-Quizlet/)
-   [Synthesia](https://www.softwareadvice.com/video-editing/synthesia-profile/)
-   [My AskAI](https://www.softwareadvice.com/artificial-intelligence/my-askai-profile/)

“Usability” includes user ratings for Functionality and Ease of Use.

“Customer Satisfaction” includes user ratings for Customer Support, Likelihood to Recommend and Value for Money.

Reviews analysis period: The reviews analysis period spans two years and ends the 15th of the month prior to publication.

Technology is continuously evolving and businesses big and small are making use of different technologies to stand out in the competition. One such technology is artificial intelligence (AI), which can help users, including application developers and marketing/sales professionals, analyze data to make decisions and predict future outcomes.

Artificial intelligence software is capable of learning, computing, and solving complex problems with high efficiency. It consists of machine learning, neural networks, and [natural language processing](https://www.softwareadvice.com/nlp/) technologies.

Artificial intelligence software is capable of intelligent behaviour which is being adopted by different industries for a variety of applications such as smartphone assistants, ATMs that can read checks, voice and image recognition software on social networks, serving ads on websites based on users' search history, and personalized recommendations based on customer purchase history.

Here’s what we'll cover in this buyers guide:

-   [What is artificial intelligence software?](#Whatisartificialintelligencesoftware)
    
-   [Common features of artificial intelligence software](#Commonfeaturesofartificialintelligencesoftware)
    
-   [What type of buyer are you?](#Whattypeofbuyerareyou)
    
-   [Benefits of artificial intelligence software](#Benefitsofartificialintelligencesoftware)
    
-   [Key considerations](#Keyconsiderations)
    
-   [Market trends to understand](#Markettrendstounderstand)
    

## What is artificial intelligence (AI) software?

Artificial intelligence (AI) software is a computer program that imitates human behavior such as learning, reasoning, problem solving, and analysis. These systems can analyze large data sets to find correlations and patterns and use these patterns to make predictions and provide valuable insights.

Some of the applications of artificial intelligence software include speech recognition, natural language processing, expert systems (designed to solve complex problems by replicating the decision-making capabilities of a human), and augmented reality. These applications can be in the form of smartphone assistants, AI chatbots, and voice and image recognition software.

_Analytics features in New Relic One Software (_[Source](https://www.softwareadvice.com/devops/new-relic-one-profile/)_)_

## Common features of artificial intelligence (AI) software

**Machine learning**

Applies machine learning (ML) algorithms to business data (such as sales, revenue, and transactions) and builds analytical models in order to learn from data, identify patterns, and make decisions with minimal human interference.

[Natural language processing](https://www.softwareadvice.com/nlp/)

Understands, interprets, and manipulates human language such as speech and text. It can be utsed in a variety of business areas such as customer service, customer experience, sales (in the form of chatbots), and data analysis.

[Predictive analytics](https://www.softwareadvice.com/bi/predictive-analytics-comparison/)

Uses data mining, statistics, ML, and AI to analyze data and user behavior to make usage predictions.

**Speech recognition**

Processes human speech into a written format. It is also known as speech-to-text.

**Virtual personal assistant (VPA)**

Performs tasks and services for an individual based on commands and questions. Examples of VPA include Google Assistant, Siri, and Alexa. Users can ask the assistants questions, control home automation devices and media playback via voice, and manage other basic tasks such as email, to-do lists, and calendars with verbal commands.

**Chatbot**

Conducts online chat conversations via text or text-to-speech, as an alternative or precursor to direct contact with a live human agent.

**Multi-language**

Detects text or speech in multiple languages and can convert that text or speech into another language.

**Process/workflow automation**

Defines process paths and applies the logic to enable automatic creation of future processes and workflows to minimize overlap, repetitive processes, and human error.

## What type of buyer are you?

Before purchasing an AI solution, you should determine which buyer category you're in so you can choose the right tool. The majority of buyers fall into the following categories:

-   **Developers:** Software developers and computer programmers work on building and creating software and applications by writing code, identifying bugs, and running software tests throughout the software development lifecycle. But these tasks are prone to human error and take a lot of time, and repetitive efforts not only delay the development process, but also impact the quality of the end product. Artificial intelligence software, with the help of machine learning capabilities, can handle repetitive tasks such as testing the software, detecting and fixing bugs before a product is released, and recommending changes. Using AI software will allow developers to focus more on design and feature building, as it enables fast and accurate testing that shortens the development process, and ensures a high-quality end product. An open source AI solution that provides code libraries, data preparation, model deployment, debugging, and integration with other languages such as Python, Java,and C++ would be suitable for these needs. Open source platforms allow developers to easily build and deploy applications that are customized for organization or customer needs.
    
-   **Marketing and sales professionals:** These professionals are looking to acquire customers, maintain brand loyalty, and build stronger relationships with their customers. They need to understand customer emotions, collect and analyze feedback, and study trends that can impact their marketing efforts. Software with AI capabilities are capable of doing all these tasks with minimum human intervention and provide insights that otherwise would go unnoticed. It can also automate tasks to save employees time on repetitive work such as answering customer queries, recommending products, capturing leads, and providing personalized experience to customers throughout their journey. An AI tool that includes machine learning, natural language processing, speech recognition, and predictive analytics along with multi-language features would help such buyers to get actionable insights, automate tasks, and address customer problems efficiently.
    

## Benefits of artificial intelligence software

-   **More accurate data analysis:** With the growing number of devices in use, the data generated from these devices is increasing day by day. Manually analyzing this huge volume of data can be cumbersome and prone to errors. AI machine learning algorithms are capable of sifting through data much faster than humans and providing actionable insights for you to make informed business decisions.
    
-   **Improved customer service:** AI capabilities allow you to gain real-time insights across all customer contact channels. Machine learning and natural language processing applications are being used in contact centers and customer service departments to solve customer problems by solving their basic and redundant issues without the need for human intervention. This allows your agents to focus on more complex problems, which in turn boosts customer experience.
    
-   **Automation:** AI platforms can automate all kinds of tasks your team would otherwise find tedious and time-intensive. The range of tasks from predictive maintenance to filling in common phrases in your email can be automated using an artificial intelligence tool. Additionally, these platforms are capable of taking care of multiple functions simultaneously, which increases the productivity and decreases the time spent on tasks such as such as shortlisting CVs, employee scheduling, and emailing.
    
-   **Predictive capabilities:** Artificial intelligence solutions have predictive functionality that can analyze historical data to detect corrections and patterns to predict outcomes such as customer churn, equipment maintenance, and fraud detection. Such predictive capabilities can help your organization against any serious losses or create opportunities for business value.
    

## Key considerations:

-   **Security:** Artificial intelligence tools are capable of going through a huge volume of data (historical or confidential), performing analytics, providing actionable insights, and predicting the future. This makes security an integral part of such tools. The tool you select should have data protection and security measures in place around the data it collects, analyzes, and communicates with other devices. Also, ensure that the tool complies with industry-security standards such as General Data Protection Regulation (GDPR). This feature will help you maintain privacy, and prevent theft, data loss, and any kind of fraud.
    
-   **Software type:** It is important to consider whether you need a free, open source AI software, or a paid version of the software. If you are an independent app developer looking to build machine learning models, develop advanced applications, and speed up research and discovery, you can opt for a free and open source AI platform. Such tools provide pre-built algorithms and easy-to-use interfaces that will help you build and deploy customized models according to your needs.
    
-   But if you are looking to integrate AI functionalities into your business outcomes, such as perform predictive analytics on your customer data, support digitization process, and integrate AI to your existing software such as a custom built chatbot, a paid version of AI software will better suit your needs. A paid version will provide better security for your data, provide custom integrations, and give you greater computing power.
    
-   Additionally, software requires more maintenance compared to commercial versions as it constantly evolves because of user suggestions and requires a dedicated IT team for implementation and deployment. A commercial version of AI software is comparatively easy to implement as the third-party vendor takes care of it with their integration support.
    
-   **Trial version:** Artificial intelligence is a technology with vast areas of applications and functionalities. Before deciding on any software tool, you should take time to understand the working and setup of the tool, the business value it can provide, and its learning curve. For this, it is important to look for a software that provides trial versions to help you ensure it is the right option for your company before making a purchase.
    

## Market trends to understand:

Here is a market trend to keep in mind when selecting an artificial intelligence platform for your business:

-   **Convergence of artificial intelligence (AI) and Internet of things (IoT):** The Internet of things combined with artificial intelligence has brought us artificial intelligence of things (AIoT). While IoT lets devices interact using the internet and provide data around it, AI makes these devices learn from their data and experience in order to drive smart actions. [AIoT](https://www.embeddedcomputing.com/technology/iot/edge-computing/what-does-the-convergence-of-ai-and-iot-means) is capable of creating intelligent machines that can simulate smart human behaviour while also supporting decision-making with little or no human interference. This includes voice assistants (such as Alexa, and Siri), fleet management, drone monitoring and delivery, and healthcare wearables. [Gartner](https://www.gartner.com/smarterwithgartner/3-ai-trends-for-enterprise-computing/) estimates that by 2022, more than 80% of IoT projects will have an AI component which will help companies to gain capabilities they earlier could not achieve by applying AI to specific business problems.
    

_Note: The application selected in this article is an example to show a feature in context and is not intended as an endorsement or recommendation. It has been obtained from sources believed to be reliable at the time of publication._

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