The demand for AI software has increased significantly in recent years, and organizations of all sizes are adopting artificial intelligence to remain competitive.
Detailed IA software and services in this article use artificial intelligence techniques such as generating AI, machine learning, natural language processing, artificial vision and deep learning, to solve complex business problems, automate tasks and make data-based decisions.
Several artificial intelligence software solutions have been analyzed for different situations and teams in order to help determine the most suitable and relevant IA applications. The list takes into account software from IA companies that serve both technical and non-technical teams.
ChatGPT: Creative team
Launched in November 2022, ChatGPT is a language model developed by OpenAI that interacts with users in a conversational way. It allows you to have a conversation similar to that with a human being with this AI tool, which has the ability to “respond to questions of deepening, admit errors, contest incorrect premises and reject inappropriate requests.”
Business users can use ChatGPT to generate ideas, create initial drafts, generate outline or discuss complex concepts. Although ChatGPT offers many advantages, some companies have banned or limited their use by employees for compliance reasons and to avoid disclosure of confidential information. Some of these companies include Amazon, Apple, JP Morgan, Accenture, Verizon and others.
Description
- He answers questions in natural language.
- Conversational skill.
- Ability to generate codes and be used for code debugging.
- Ability to create content in a long and short form.
- It has models for text, audio and images.
Benefits
- Assists in the user search process.
- Available 24/7.
- Quick response time.
Disadvantage
- Possible presence of prejudices resulting from the data used to train the model.
- It cannot be used as an authoritarian source of information.
- Limited accuracy.
Prices
The cost of ChatGPT varies according to the chosen model and request.
- The GPT-4 model with context prompt 8K costs $0.03 per 1,000 token.
- The GPT-4 model with 32K context prompt costs $0.06 per 1,000 token.
- The model GPT-3.5-turbo costs $0,002 for 1,000 tokens.
- Image models start from $0.016 per image for a resolution of 256×256, while that of 512×512 costs $0.018 per image and 1024×1024 costs $0.020 per image.
- The audio model (Whisper) costs $0,006 per minute.
Azure Machine Learning Studio: Data Scientist
Azure Machine Learning Studio is a solution designed to facilitate machine learning engineers and data scientists in the training and implementation of models, as well as in the management of the MLOps lifecycle. This tool allows users to create a model within Azure Machine Learning or use a model previously developed on an open source platform such as PyTorch, TensorFlow or scikit-learn.
In addition, you can design and build custom models and algorithms to extract insights from data, then putting them in production and monitoring the evolution of analytical results of models. Azure Machine Learning Studio offers various features that simplify data science and machine learning, including automated learning, model management and interactive views.
Description
- Ability to label and prepare data.
- Automatic learning.
- Designer drags and releases.
- Bookcases and open source framework.
- Training and distribution of hybrid and multi-cloud models.
- Monitoring and analysis.
Benefits
- Users find advantageous the designer drags and releases.
- Highly scalable and easy to use.
- Documentation is complete and efficient technical support.
Disadvantage
- Learning curve for new users.
- Some users believe that the cost of the instrument is high.
Prices
The prices of Azure Machine Learning Studio (classic) are available in two levels: Free and Standard.
The Standard Plan costs $9.99 for every ML Studio workspace per month or $1 per hour of trial in the studio.
With regard to the production prices Web API
- Dev/Test: $0 per month.
- Standard S1: $100.13 per month.
- Standard S2: $1,000.06 per month.
- Standard S3: $9.999.98 per month.
Google AI: Research and Model Training
The Google AI platform provides multiple capabilities related to artificial intelligence, allowing developers and companies to create and implement AI-powered applications and solutions. It offers PaLM LLM-based Generative IA solutions, such as Google Bard, a conversational IA-based chat service that works similarly to ChatGPT, capable of generating text in response to questions and also generate code.
Google also offers data science manipulation solutions, including Vertex AI, AutoML, Spark on Google Cloud and BigQuery ML, as well as responsible IA services.
Description
- Low latency service.
- Discovery and data acquisition.
- Support for tensor processing units (TPU).
- Text-voice conversion capacity and voice-text.
- Contact Center AI service to improve operational efficiency.
Benefits
- Large-scale training.
- The Google TensorFlow product can be used to scale resources between CPU, GPU and Cloud tensor processing units.
- Ease of model training.
Disadvantage
- steep learning curve for new users.
- Some users believe that training and documentation can be improved.
Prices
Google AI services prices vary according to the selected solution. Contact Google’s sales team for custom quotes.
Murf: Text conversion in voice
Murf.ai is an artificial intelligence platform text-to-speech (from text to voice) that provides high quality and natural-looking AI voices. It allows users to create voice content, podcasts and more. Murf.ai offers many features, including text generation in voice, powerful voice editing capabilities and an intuitive web interface.
In addition, it offers a number of features and customization options to allow users to get the most out of their experience. Users can filter the desired item based on specific demographic features, including age, as young or middle age, and gender.
Murf AI supports over 20 languages, including Italian, English, Russian, Korean, Romanian, Tamil, Finnish, Dutch, Arabic and Chinese.
Description
- More than 20 languages and accents available.
- Users can add videos, music or images.
- It allows users to set the desired speed, intonation, emphasis and interjections.
- Customization capacity.
- Voices for various purposes, including marketing, author, executives and more.
Benefits
- High quality vows.
- Vaste vocal options.
- User interface intuitive and easy to navigate and use.
Disadvantage
- Users report an inaccurate pronunciation.
- Users believe that Murf AI is expensive.
Prices
Murf AI offers a free plan for up to three users and three paid plans for up to 25 users.
- Free: No cost for up to three users. It includes 10 minutes of voice generation and 10 minutes of transcription with access to all 120+ entries. However, there is no download capacity for this plan.
- Base: $29 per user per month, with monthly billing, or $19 per user per month, with annual billing, for up to 10 users. It includes access to 60 basic voices, 10 languages and two hours of voice generation per user per month. Unlimited download is available for this plan.
- Pro: $39 per user per month, with monthly billing, or $26 per user per month, with annual billing, for up to 10 users. It includes access to all 120+ entries, over 20 languages and accents and four hours of voice generation per user per month, as well as two hours per user per month. Unlimited download is available for this plan.
- Enterprise: $99 per user per month, with mandatory annual billing. Includes unlimited voice generation, transcription and storage.
AWS AI Services: Functionality
AWS (Amazon Web Services) offers a range of artificial intelligence services that allow developers to incorporate advanced machine learning skills in their applications. Here are the main artificial intelligence services provided by AWS:
AWS computer vision
- Amazon Rekognition: for the analysis of images and videos.
- Amazon Lookout for Vision: to detect defects and perform automatic inspections.
- AWS Panorama: helps to use artificial vision on the field.
Automatic data extraction and analysis
- Amazon Textract: extracts text and data.
- Amazon Comprehend: to collect information.
- Amazon A2I: for quality control.
Language Intelligence
- Amazon Lex: for creating conversational interfaces such as chatbots and virtual agents.
- Amazon Transcribe: Transcribe is an automatic speech recognition service that can convert speech to written text.
- Amazon Polly: This service converts the text into a realistic speech using advanced deep learning technologies.
Amazon also offers other artificial intelligence services such as Amazon Kendra, Personalized and Translate to improve customer experience, as well as business metrics such as Amazon Forecast, Amazon Fraud Detector and Amazon Lookout for Metrics. DevOps teams can leverage AI AWS service code tools such as Amazon DevOps Guru, Amazon CodeGuru Reviewer and Amazon CodeGuru Profiler.
Those looking for industrial artificial intelligence tools might find useful Amazon Lookout for Equipment and Amazon Montron. Healthcare professionals can use Amazon Healthlake to store and analyze health data and Amazon Comprehend Medical to extract health data.
Description
- Integration with other AWS services.
- Friendly APIs for developers.
- Offer of pre-trained models.
- Deep learning ability.
Benefits
- Scalability and flexibility.
- Easy integration.
- Large and impressive AI and ML services.
- Excellent training and documentation material.
Disadvantage
- Customer support could be improved.
- Invoicing can be confused.
Prices
The tariff of AI AWS services varies according to the desired solution. To get an idea of possible expenses for a specific service, you can use the AWS price calculator to get an estimate.
Jupyter Notebooks: Creation of computational documents
Jupyter Notebooks is an open source web application that allows you to create and share documents containing code and data. It provides an interactive computing environment where you can combine code execution, data display and textual explanations in one document.
Jupyter Notebooks are commonly used in data analysis, machine learning, scientific calculation and education.
Description
- Supports over 40 programming languages, including Scala, Python, Julia and R.
- It integrates with tools for big data like Apache Spark and R.
- Data preparation, exploration and data modelling on the platform.
Benefits
- Easy to use.
- Data display capacity.
Disadvantage
- The user interface could be improved.
- Users report occasional delays in the tool.
Prices
Free to install and use.
Chorus.ai: Customer-oriented and sales team
Chorus is an intelligence solution for conversations and call recording that helps users analyze all commitments with customers through video conferencing, phone calls and email channels to assess their performance in meetings in order to convert potential customers to paying customers.
Provides action points, advanced analytics, customized evaluations, conversation labels and advanced AI-based insights to help teams change actions for conversations with the best customers.
Description
- Analysis of sales calls.
- Intelligence on negotiation and pipeline management.
- Automatic participation at Zoom meetings.
- Percentages of conversation time.
- Supported languages: German, English, French, Italian, Japanese, Dutch, Portuguese, Spanish and Chinese (traditional).
Benefits
- Users appreciate Chorus.ai's transcription and recording capabilities.
- Revision of the speech of each speaker.
- High quality recording of meetings.
Disadvantage
- Transcripts for non-English speakers can be improved.
- The search functionality can be improved.
Prices
ZoomInfo, which acquired Chorus.ai, does not publicly advertise its prices on its website. However, the company’s price page shows that they offer three floors: SalesOS, MarketingOS and TalentOS. Usually, ZoomInfo charges based on the required features, functionality, license number and credit usage.
