Top Generative AI Infrastructure Software
Generative AI infrastructure software continues to lead the way in innovation by leveraging machine learning, natural language understanding, and cloud computing to create scalable, efficient, and secure environments for training and deploying generative models. These solutions tackle critical challenges in model scalability, inference speed, and high availability, facilitating the development and production use of large language models (LLMs) and other generative AI technologies. Notably, they boast user-friendly interfaces that offer fine-grained control over resource allocation, cost management, and performance optimization. Many of these tools expedite development by offering pre-trained models and APIs. Advanced solutions may go further by incorporating features for API chaining, data pipeline integration, and multi-cloud deployments, thereby enhancing the capabilities of generative models to interact with external systems and data sources. Robust security measures, including data encryption and role-based access control, are often integrated to ensure the secure handling and compliance of sensitive data. In addition to their fundamental training and inference capabilities, these solutions typically offer advanced functionalities such as real-time monitoring, fine-tuning options, and comprehensive documentation. These features streamline the configuration, deployment, and monitoring processes for developers and non-developers alike, making generative AI models more accessible and manageable. Consequently, these solutions play a crucial role in a company's AI and data science ecosystem, especially for businesses aiming to integrate AI into their products, services, or workflows. Unlike generic cloud computing platforms or broader data science and machine learning tools, generative AI infrastructure solutions specialize in the unique requirements of generative models. They provide a comprehensive suite of features for model training, deployment, security, and integration. This sets them apart from pre-built generative AI software, as they equip data scientists and engineers with the tools and infrastructure needed to develop custom generative AI-powered solutions tailored to their specific needs. To be included in the Generative AI Infrastructure category, a product must meet specific criteria: * Offer scalable options for model training and inference. * Provide transparent and flexible pricing models for computational resources and API calls. * Enable secure data handling through features like data encryption and GDPR compliance. * Support seamless integration into existing data pipelines and workflows, preferably through APIs or pre-built connectors. By meeting these criteria, generative AI infrastructure software empowers organizations to unlock the full potential of generative AI technologies, fostering innovation and competitiveness in today's digital landscape.
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Botpress
botpress.com
Botpress is a user-friendly conversational AI platform that empowers individuals and teams of all sizes to design, build, and deploy AI-powered chatbots for various applications. As a pioneer in the chatbot industry, Botpress embraces the power of large language models (LLM) and generative AI to cre...
Voiceflow
voiceflow.com
Voiceflow empowers ambitious teams to build impactful AI agents. Loved by designers and developers, Voiceflow helps teams work together to build, test, ship, measure and improve voice and chat experiences. Conversational AI product teams across the mid-market and Fortune 500 - from ClickUp and Insta...
Clarifai
clarifai.com
Clarifai is an independent artificial intelligence company that specializes in computer vision, natural language processing, and audio recognition. One of the first deep learning platforms having been founded in 2013, Clarifai provides an AI platform for unstructured image, video, text, and audio da...
Together AI
together.ai
Together AI is a research-driven artificial intelligence company. We contribute leading open-source research, models, and datasets to advance the frontier of AI. Our decentralized cloud services empower developers and researchers at organizations of all sizes to train, fine-tune, and deploy generati...
Saturn Cloud
saturncloud.io
Saturn Cloud is an award-winning ML platform for any cloud with 100,000+ users, including NVIDIA, CFA Institute, Snowflake, Flatiron School, Nestle, and more. It is an all-in-one solution for data science & ML development, deployment, and data pipelines in the cloud. Users can spin up a notebook wit...
Katonic.ai
katonic.ai
Build powerful AI Applications in minutes on the no-code Katonic Generative AI Platform. Boost your and your employees' productivity, enhance customer experience and do things only large enterprises could do, all with the power of Generative AI. * No coding skills required. * Enterprise grade secur...
Chooch
chooch.ai
Chooch is a leading Vision AI platform that combines Generative AI and Computer Vision to help businesses automate repetitive, manual visual review tasks, making searching video data more efficient and allowing businesses to reallocate human resources to higher value activities. Chooch's ImageChat ...
GradientJ
gradientj.com
GradientJ helps product teams deploy large language models at scale. Companies use us to create LLM-powered applications and monitor them in production. Our app provides tools to build and compare prompts, track live performance, and continuously improve models from human feedback.
CalypsoAI
calypsoai.com
As artificial intelligence continues to revolutionize industries and become increasingly prevalent in day-to-day use, the associated risks also rise. At CalypsoAI, we recognize these growing risks. Through our advanced AISec solutions, our mission is to empower both corporate and government organiza...
FinetuneDB
finetunedb.com
FinetuneDB is an LLM Ops platform to fine-tune and evaluate LLMs, which enables generalist tech teams to easily create custom AI models.
Tune AI
tunehq.ai
Tune AI is driving GenAI adoption at Enterprises. We're backed by Accel, Flipkart Ventures, Together Fund, Speciale Invest, Techstars & other notable investors TuneChat: Our chat app powered by open source models TuneStudio: Our playground for devs to finetune & deploy LLMs ChainFury: Our open sou...
Aporia
aporia.com
Aporia is the leading AI Control Platform, trusted by both emerging tech startups and established Fortune 500 companies to guarantee the privacy, security, and reliability of AI applications. With Aporia, organizations gain robust guardrails for AI, effectively mitigating hallucinations, data leakag...
BentoCloud
bentoml.com
Serverless Cloud for AI- BentoCloud is a fully managed platform for building and operating AI applications, bringing agile product delivery to AI teams. BentoML is the platform for software engineers to build AI products.
Vocode
vocode.dev
Vocode provides tools and abstractions to build any kind of voice-based application on top of LLMs. Examples of things you can build with Vocode include setting up LLMs to answer/make phone calls, act as personal assistants, join Zoom meetings, and more. What Vocode provides: * Conversation abstrac...
Vext
vextapp.com
Vext: The LLMOps OS Vext is an out-of-the-box LLMOps platform, offering a “Zapier for AI" experience for users who want to lego-block their LLM pipeline at speed and scale. With Vext, you can easily and rapidly develop custom AI applications tailored to your unique business needs and data. Not onl...
PromptPrivacy
promptprivacy.com
Prompt Privacy is a cutting-edge, first-generation artificial intelligence operating system that has been specifically developed to address the growing need for privacy and security in the AI-age. With its unique no-code design, Prompt Privacy offers a user-friendly and intuitive platform for profe...
Promptly
trypromptly.com
A low-code Generative AI platform for Enterprises making AI accessible to every organization.
Predibase
predibase.com
Predibase is the fastest, most efficient way to productionize open-source LLMs. As the developer platform for LoRA training and serving, Predibase makes it easy for engineering teams to fine-tune and serve any open-source LLM on state-of-the-art infrastructure in the cloud at the lowest possible co...
Preamble
preamble.com
Preamble offers an easy to use platform and AI policy marketplace to enhance the safety and security of generative AI and LLM systems. We enable businesses to enforce safety, privacy, security, and compliance AI guardrails. Preamble, Inc. is a veteran led company.
PentaPrompt
pentaprompt.com
PentaPrompt is a web application that provides access to powerful generative AI models. It benefits you by offering personalized creation, streamlining interactions with AI models, and giving you access to the best models from multiple providers, all in one place.
Opentune
opentune.ai
Opentune, a cutting-edge application designed for AI enthusiasts, developers, and innovators. Opentune offers a comprehensive platform for managing, customizing, and interacting with large language models. Opentune offers dedicated support and robust infrastructure tailored for your company's needs...
MarkovML
markovml.com
At MarkovML, our mission is to empower enterprises to harness the transformative power of their data through AI and boost their business growth. We empower knowledge workers with no-code AI tools, freeing them to focus on strategic tasks. Our collaborative, purpose-built, data-centric platform enab...
Lakera
lakera.ai
Lakera Guard empowers organizations to build GenAI applications without worrying about prompt injections, data loss, harmful content, and other LLM risks. Lakera Guard's capabilities are based on proprietary databases that combine insights from LLM applications, Gandalf, open-source data, and our de...
Defog
defog.ai
Human-level AI analyst for every enterprise user. Deploy accurate AI-assisted data analysis with Defog's all-in-one platform.
ASKtoAI
asktoai.com
ASKtoAI is an advanced, artificial intelligence-driven content creation tool. It generates engaging text, customised images, unique voice recordings and animated avatar videos, all designed to enhance your corporate and personal communication. Transform your creativity with ASKtoAI.
Archie
archie.8base.com
Describe your idea and let Archie generate a free product design blueprint. * Cure Writer's Block: Simply describe your idea in a sentence or two and Archie will immediately begin providing insight into what needs to be built. * Rapid Conceptualization: The Blueprint significantly accelerates the t...
Insighto.ai
insighto.ai
Insighto.ai is a no-code AI chatbot builder. It enables you to create your own custom ChatGPT chatbots trained on your own unique data. With Insighto’s intuitive no-code platform, building a custom AI chatbot is absolutely hassle-free. All you need to do is import data, customize the appearance of ...
GPTGuard.ai
gptguard.ai
Keep all your ChatGPT and other LLM interactions safe and private. GPTGuard's technology replaces sensitive data in your prompts with synthetic data without affecting the context. You get all the benefits of ChatGPT without any privacy or security concerns.
AICamp
aicamp.so
With AICamp's unique blend of features like Multi-LLM support and AI-enabled workspace, you can make every team task quicker, easier, and more enjoyable.
Robust Intelligence
robustintelligence.com
Robust Intelligence enables enterprises to secure their AI transformation with an automated solution to protect against security and safety threats. Robust Intelligence's platform includes an engine for detecting and assessing model vulnerabilities, as well as recommending and enforcing the necessar...
OctoAI
octo.ai
OctoAI delivers infrastructure to run, tune, and scale generative AI applications. OctoAI makes models work for you, not the other way around. Developers get easy access to efficient AI infrastructure so they can run the models they choose, tune them for their specific use case, and scale from dev t...
Qualetics
qualetics.com
Qualetics provides a revolutionary AI platform that makes it easy for you to leverage Data Science for your business without the barriers of resources and infrastructure. Businesses of all sizes, from startups to enterprises, can make use of the Qualetics platform to solve complex business problems ...
TrueFoundry
truefoundry.com
TrueFoundry is a Cloud-native PaaS for Machine learning teams to build, deploy and ship ML/LLM Applications on their own cloud/on-prem Infra in a faster, scalable, cost efficient way with the right governance controls, allowing them to achieve 90% faster time to value than other teams. TrueFoundry...
Autoblocks
autoblocks.ai
Autoblocks AI is a cloud-based workspace that enables product teams to collaboratively evaluate, test, and improve their GenAI/LLM products.