Best AI Development Platforms

IBM Watson Studio provides tools for data scientists, application developers and subject matter experts to collaboratively and easily work with data to build and train models at scale. It gives you the flexibility to build models where your data resides and deploy anywhere in a hybrid environment so you can operationalize data science faster.

IBM Watson Machine Learning helps data scientists and developers accelerate AI and machine-learning deployment. With its open, extensible model operation, Watson Machine Learning helps businesses simplify and harness AI at scale across any cloud.

OpenVINO toolkit quickly deploys applications and solutions that emulate human vision. Based on Convolutional Neural Networks (CNNs), the toolkit extends computer vision (CV) workloads across Intel hardware, maximizing performance. The OpenVINO toolkit includes the Deep Learning Deployment Toolkit (DLDT).

All the latest open-source models are on Replicate. They’re not just demos — they all actually work and have production-ready APIs. AI shouldn’t be locked up inside academic papers and demos. Make it real by pushing it to Replicate.

DataRobot captures the knowledge, experience and best practices of the world’s leading data scientists, delivering unmatched levels of automation and ease-of-use for machine learning initiatives. DataRobot enables users to build and deploy highly accurate machine learning models in a fraction of the time.

Run leading open-source models like Llama-2 on the fastest inference stack available, up to 3x faster1 than TGI, vLLM, or other inference APIs like Perplexity, Anyscale, or Mosaic ML. Together Inference is 6x lower cost2 than GPT 3.5 Turbo when using Llama2-13B. Our optimizations bring you the best performance at the lowest cost. We obsess over system optimization and scaling so you don’t have to. As your application grows, capacity is automatically added to meet your API request volume.

Amazon Augmented AI (Amazon A2I) makes it easy to build the workflows required for human review of ML predictions. Amazon A2I brings human review to all developers, removing the undifferentiated heavy lifting associated with building human review systems or managing large numbers of human reviewers.

IBM Watson OpenScale makes it easier for data scientists, application developers, IT and AI operations teams, and business-process owners to collaborate in building, running, and managing production AI. This empowers businesses to confidently integrate machine learning capabilities into their applications and scale seamlessly as the demand for AI grows.

Caffe is a deep learning framework made with expression, speed, and modularity in mind. It is developed by Berkeley AI Research (BAIR) and by community contributors.

Apache MXNet is a lean, flexible, and ultra-scalable deep learning framework that supports state of the art in deep learning models, including convolutional neural networks (CNNs) and long short-term memory networks (LSTMs).

Infosys Nia is an Artificial Intelligence platform which collects and aggregates organizational data from people, processes and legacy systems into a self-learning knowledge base and then automates repetitive business and IT processes, freeing up human effort to solve higher-value customer problems that require creativity, passion, and imagination.

Fireworks partners with the world's leading generative AI researchers to serve the best models, at the fastest speeds. Independently benchmarked to have the top speed of all inference providers. Our proprietary stack blows open source options out of the water. Use powerful models curated by Fireworks or our in-house trained multi-modal and function-calling models. Fireworks is the 2nd most used open-source model provider and also generates over 1M images/day. Our OpenAI-compatible API makes it easy to start building with Fireworks!

Wit.ai makes it easy for developers to build applications and devices that you can talk or text to. Our vision is to empower developers with an open and extensible natural language platform. Wit.ai learns human language from every interaction, and leverages the community: what's learned is shared across developers.

KAI is a conversational AI platform powering virtual assistants and smart bots across mobile apps, websites, messaging platforms, and IoT devices.

Finally, the explainable, immediate business value promised by enterprise AI from the most awarded financial crime solution provider.SymphonyAI Sensa-NetReveal is a unique combination of powerful, accessible, and granular enterprise-grade innovation to automatically discover and explain behaviors that have been so elusive in the past.

MindMeld has pioneered the development of technology to power a new generation of intelligent conversational interfaces.

IBM PowerAI Enterprise helps to make deep learning easier and faster for organizations by bringing together some of the most popular open source frameworks for deep learning, with development and management tools in a single installable package. Designed to simplify end-toend deep learning, PowerAI Enterprise allows enterprises to spend less time on data preparation, implementation and integration, and more time training neural networks for results.

Cortex Fabric automates composition, orchestration and delivery of intelligent, personalized and explainable predictions, processes, and applications with built-in visibility and control for implementing trust as a service in your AI platform and cloud of choice.

AI21 Studio provides API access to Jurassic-2 and Task-Specific language models. Our models power text generation and comprehension features in thousands of live applications. Take on any language task. Our Jurassic-2 models are trained to follow natural language instructions, requiring no examples to adapt to new tasks. Use our specialized models for common tasks like contextual answers, summarization, paraphrasing and more. Access superior results at a lower cost without reinventing the wheel. Need to fine-tune your own custom model? You're just 3 clicks away. Training is fast, affordable and trained models are deployed immediately.

Union Cloud accelerates data processing and machine learning for businesses in every industry. It's built on the trusted open-source project Flyte™, and combines the power and efficiency of Kubernetes with enhanced observability and enterprise features, all fully managed in your cloud account. Data and ML teams can more easily collaborate on optimized infrastructure, boosting their velocity.

Cranium helps cybersecurity and data science teams understand everywhere that AI is impacting their systems, data or services. Secure your organization’s AI and machine learning systems to ensure they are compliant and trustworthy, without interrupting your workflow. Protect against adversarial threats without impacting how your team trains, tests and deploys AI models.

Using a powerful mathematical toolkit based on category theory, we move beyond next token prediction towards true structured reasoning.

FlexAI software enables greater use of existing hardware for cloud providers, whilst also enabling more efficient allocation of financial and time resources in the development of AI products.

From novel test suite generation to real-time LLM evaluation, the Patronus suite of features provide end-to-end solutions, so you can confidently deploy LLM applications at scale.