Akkio is an AI platform designed to enable businesses to create and deploy machine learning models without having to write code. Founded in 2018 by two former Google engineers, the platform uses advanced techniques like automated feature engineering, transfer learning, and pre-processing to turn raw data into ready-to-use AI models. Besides, it offers affordable pricing and transparency through clear experiment logs for every model created.
The platform also enables businesses to integrate data from various sources without needing GPUs or high-end hardware. Primarily for small to medium-sized businesses, Akkio's easy-to-use interface empowers non-technical professionals, data scientists, and developers to build ML models with ease.
The platform is scalable, suitable for any industry that requires machine learning models, including finance, healthcare, logistics, and more. It provides real-time AI model monitoring for businesses and is GDPR compliant.
Compared to other AI platforms, Akkio is budget-friendly, transparent about its pricing structure, and offers an accessible, user-friendly interface.
TLDR
Akkio is an AI platform that allows businesses to build machine learning models without requiring code or specialized hardware. Its user-friendly interface, transparent pricing, and real-time AI model monitoring make it a reliable platform that empowers non-technical professionals, data scientists, and developers to build scalable models suited to their business needs. Akkio provides automated feature engineering, transfer learning, and pre-processing tools, and data source integrations from various platforms, making it more accessible and affordable than other AI platforms.
It is GDPR compliant and offers real-time AI model monitoring. Akkio's platform can be customized for a range of industries, including finance, healthcare, supply chain management, and image and text recognition. With flexible pricing based on usage, a minimum spend of $125 per month, and a free trial, Akkio's pricing is suitable for businesses of all sizes.
If you need alternatives, DataRobot's easy-to-use platform offers machine learning, model validation, and predictive analytics. H2O.ai offers advanced algorithms, support for popular programming languages, and AutoML capabilities.
MonkeyLearn specializes in NLP, while Amazon SageMaker is a fully managed machine learning service suitable for a range of industries.
Company Overview
Akkio is an AI platform that enables businesses to build, integrate and deploy machine learning models in a single platform. Founded in 2018, by two former Google machine learning engineers, the company provides tools and solutions that empower non-technical professionals, data scientists and developers to create machine learning models without having to write code. The platform uses advanced techniques like automated feature engineering, transfer learning and pre-processing, turning raw data into ready-to-use AI models.
The result is a faster turnaround time – the models can be deployed in minutes – and increased scalability to address diverse data problems in various industries.
With the primary focus on small to medium-sized businesses, Akkio is designed to make machine learning more accessible to these smaller companies, through its user-friendly interface and affordable pricing. The platform provides a way for businesses to leverage the power of AI for use cases such as financial analysis, fraud detection and predictions, image and text recognition, supply chain management, and much more.
One of the platform's most exciting features is its integrability. Businesses can connect data sources from any number of their favorite apps, databases, or cloud storage, making it easier for data integration, regardless of where the data comes from.
It is also important to note that, unlike other platforms that do not offer an interpretation of their algorithms, Akkio provides transparency and clear experiment logs for each model created. These transparent logs are valuable to businesses that require their machine learning models to be GDPR compliant.
Another unique aspect of Akkio is that its platform works without the need for GPUs or high-end hardware, which makes it more accessible for businesses who lack the necessary hardware for creating advanced AI models. Additionally, the platform provides real-time AI model monitoring for businesses, thereby allowing for easy maintenance and management of AI models.
In summary, Akkio is the perfect platform for businesses of any size that wants to develop and deploy complex ML models with ease. It is a dependable platform that provides transparency, scalability, and ease of use at an affordable price.
Features
Easy-to-Use Platform
No-Code AI Models Creation
Akkio provides a user-friendly interface that enables businesses to build and deploy machine learning models without prior coding knowledge, empowering non-technical professionals, data scientists and developers to create machine learning models with ease. By doing so, the platform reduces the amount of time and resources required to build and deploy these models.
Automated Feature Engineering
Akkio provides automated feature engineering, transfer learning and pre-processing tools, which save time and effort. The platform turns raw data into ready-to-use AI models for businesses, thereby reducing the turnaround time for deploying models from hours to minutes. By doing so, Akkio allows businesses to innovate and adapt to diverse data problems in various industries.
Integration of Data Sources from Various Platforms
Akkio offers an integrable platform, which allows businesses to connect data sources from any number of their favorite apps, databases, or cloud storage. This functionality provides an efficient way for data integration, regardless of where the data comes from. Furthermore, the integrable platform enables businesses to combine datasets across various sources to gain new insights.
Transparency and GDPR Compliance
Algorithmic Transparency
Akkio offers transparent logs for each model created using its platform, providing businesses with an interpretation of the algorithms created. This feature provides businesses with clarity and an understanding of how their machine learning models operate. These transparent logs are also crucial for businesses that require their machine learning models to be GDPR compliant.
GDPR Compliance Fit
Akkio's platform is GDPR compliant, which ensures the privacy and protection of sensitive information. Therefore, businesses can confidently use the platform to develop their machine learning models without worrying about their businesses' GDPR compliance.
Real-Time AI Model Monitoring
Akkio platform provides businesses with real-time AI model monitoring, providing intuitive insights into the ML model performance, thereby allowing for easy maintenance and management of AI models. This feature provides businesses with the ability to track and monitor machine learning models, enabling quick modifications in response to changing data sets.
Accessible and Efficient
No Need for High-End Hardware
Akkio's platform can work without the need for GPUs or high-end hardware, making it more accessible for businesses that lack the necessary hardware for creating advanced AI models. This functionality ensures the platform is more widely available and accessible to all types of businesses without necessarily investing in expensive AI-specific hardware.
Affordable Pricing
Akkio's pricing is designed to be cost-effective, enabling small to medium-sized businesses to access machine learning by removing significant barriers to entry, such as high prices. The platform provides scalability at an affordable price, which empowers businesses, regardless of their size or industry, to leverage the power of AI.
Scalability:
Akkio provides customers with increased scalability, thereby enabling businesses to address diverse data problems in various industries. The platform's scalability ensures that businesses can expand their capacities to handle larger data sets and more complex AI models with ease.
A Wide Range of Machine Learning Applications
Financial Analysis
Akkio provides a platform that empowers businesses with machine learning and AI models that can aid financial analysis. The platform provides insight into investing in the stock market, fraud detection, and predictions, and credit scoring models. By doing so, businesses can develop predictive analysis and risk management frameworks.
Supply Chain Management
Akkio's platform provides businesses with insights into supply chain management using machine learning applications. The platform provides a predictive analysis framework, enabling businesses to make better decisions and optimize their supply chain operations, including forecasting supplier demand and delivery analysis.
Image and Text Recognition
Akkio provides image and text recognition machine learning applications, which empower businesses to automate their critical business processes relating to images, videos, and texts. By doing so, businesses can gain insights into key metrics like visual pattern, customer behavior, sentiment analysis, and demographic analysis.
Pricing
When it comes to pricing, Akkio offers a flexible approach that is metered based on usage. This means that customers will only pay for what they use, making the tool accessible for all budgets.
The pricing is clear and transparent, with no hidden fees or charges.
The cost of using Akkio is determined by the number of API requests made, meaning that the more frequently the tool is used, the higher the cost will be. The minimum amount of API requests is 50,000, with a price of $0.0025 per request.
This equates to a minimum spend of $125 per month. However, for larger businesses, the cost per API request is reduced with more flexible pricing options depending on the volume of requests made.
For those who are unsure about committing to a monthly plan, there is also the option for a free trial. This trial allows access to all of Akkio's features without any cost for 14 days.
Customers only pay for the API requests made during the free trial period.
It is also worth noting that Akkio has an excellent customer service team on hand to answer any billing or pricing queries that may arise. Their aim is to ensure that pricing is transparent and flexible, making the tool an affordable and accessible option for both small and large businesses alike.
Overall, Akkio's pricing is flexible and accessible, with a transparent pay-as-you-go approach that makes it an affordable option for everyone. The free trial option is also a great touch, giving customers the opportunity to test the tool's capabilities before committing to a monthly plan. With excellent customer support and no hidden fees, Akkio's pricing is a strong selling point for businesses looking to integrate machine learning into their workflows.
FAQ
What is Akkio, and what does it offer?
Akkio is an AI platform that enables the development and deployment of machine learning models without requiring coding skills or high-end hardware. The platform provides an affordable, easy-to-use interface that utilizes advanced techniques, such as automated feature engineering and pre-processing, to create AI models quickly. It also allows businesses to connect data sources from any number of their favorite apps, databases, or cloud storage platforms, making it easier for data integration.
The platform also provides real-time AI model monitoring, making the maintenance and management of models simple.
How does Akkio differ from other AI platforms in the market?
Unlike other platforms that often require users to have advanced technical skills or specialized hardware, Akkio's platform is designed to be user-friendly, accessible, and affordable. It utilizes advanced techniques such as automated feature engineering, transfer learning, and pre-processing to create machine learning models faster. It offers transparency and clear experiment logs for each model created, which is incredibly valuable to businesses that require their machine learning models to be GDPR compliant.
What type of businesses is Akkio suitable for?
Akkio is an AI platform suitable for businesses of any size, but with a primary focus on small to medium-sized businesses. The platform is designed for businesses that want to create and deploy complex machine learning models with ease, without having to invest in specialized hardware, software, or staffing.
It assures scalability, transparency, and affordability, as well as an easy-to-use interface.
What industries can use Akkio's platform?
Akkio's platform is suitable for any industry that requires machine learning models to improve their operations. It can be customized to solve predictive problems in different sectors, such as finance, insurance, healthcare, retail, logistics, and more. It also seamlessly integrates into users' favorite apps, databases, or cloud storage platforms, facilitating data integration regardless of the industry.
Can users integrate data from third-party apps and storage in Akkio's platform?
Akkio's platform offers integration capabilities that allow businesses to connect data sources from any number of their favorite apps, databases, or cloud storage platforms, making it easier for data integration. Users can import data via CSV, Excel, or by connecting to external services such as Google Sheets, Airtable, or Dropbox.
The process is designed to be simple, seamless, and intuitive.
Alternatives
If you're looking for alternatives to Akkio, there are a few other AI tools that might fit your needs. Here are some of the top options:
DataRobot
DataRobot is a popular AI platform that helps companies build and deploy machine learning models quickly and easily. It offers a wide range of features, including automated machine learning, model validation, and predictive analytics. Data scientists, business analysts, and other AI professionals can use DataRobot to create accurate and highly effective models with minimal effort.
The tool is designed to be user-friendly, so even those with limited AI experience can use it effectively.
H2O.ai
H2O.ai is another popular AI platform that offers a wide range of features and tools for machine learning and data analysis. Its stand-out feature is its AutoML capabilities, which allows users to build and optimize models quickly and easily.
Additionally, it features a drag-and-drop interface, advanced algorithms, and support for popular programming languages like R and Python. H2O.ai is suitable for a range of industries, including finance, healthcare, and marketing.
MonkeyLearn
MonkeyLearn is a cloud-based AI platform that specializes in natural language processing (NLP). It's an ideal choice for companies that need to extract data from large numbers of text sources, such as emails, social media posts, and customer feedback forms.
The platform is designed to be user-friendly, with a visual interface and pre-built models that make it easy to get started. In addition to text analysis, MonkeyLearn also offers sentiment analysis, topic modeling, and data visualization tools.
Amazon SageMaker
Amazon SageMaker is a fully managed machine learning service that makes it easy for companies to build and deploy models quickly. It offers a range of capabilities, including machine learning algorithms, pre-built models, and the ability to create custom models using popular programming languages.
Other features include automatic model tuning, data labeling, and easy integration with other Amazon Web Services (AWS) products. SageMaker is suitable for a range of industries, but is especially popular in finance, healthcare, and retail.
