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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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Together AI
together.ai
Together AI is a platform that enables developers to train, fine-tune, and deploy open-source AI models, enhancing applications across various sectors.
Voiceflow
voiceflow.com
Voiceflow is a platform for building and deploying AI-driven conversational agents like chatbots and voice assistants, facilitating collaboration and integration across various channels.
Botpress
botpress.com
Botpress is a platform for building customizable chatbots using AI, facilitating integration with tools, analytics, and multi-channel deployment.
Promptly
trypromptly.com
Promptly is a low-code platform for enterprises that simplifies creating, testing, and managing prompts for large language models.
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.
Clarifai
clarifai.com
Clarifai is an AI platform for analyzing images, videos, text, and audio, enabling businesses to implement custom AI solutions and insights.
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 source prompt engine available on GitHub
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.
FinetuneDB
finetunedb.com
FinetuneDB is a platform for fine-tuning large language models, allowing users to customize AI models using their own data for various tasks.
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 with 4TB of RAM, add a GPU, connect to a distributed cluster of workers, build large language models, and more in a completely hosted environment. Data scientists and analysts work best using the tools they want to use. You can use your preferred languages, IDEs, and machine-learning libraries in Saturn Cloud. We offer full Git integration, shared custom images, and secure credential storage, making scaling and building your team in the cloud easy. We support the entire machine learning lifecycle from experimentation to production with features like jobs and deployments. These features and built-in tools are easily shareable within teams, so time is saved and work is reproducible. Saturn Cloud is available on multiple clouds: AWS, Azure, GCP, and OCI. Contact us today for a free demo.
GradientJ
gradientj.com
GradientJ helps teams deploy and manage large language models, offering tools for performance tracking, prompt building, and continuous model improvement.
Katonic.ai
katonic.ai
Katonic.ai is a no-code generative AI platform that allows enterprises to build AI applications for content generation, data processing, and task automation.
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 your chatbot, and embed it seamlessly on your website.
OctoAI
octo.ai
OctoAI provides infrastructure for running, tuning, and scaling generative AI applications, enabling developers to integrate and customize powerful AI models.
CalypsoAI
calypsoai.com
CalypsoAI enhances AI security by providing real-time vulnerability scanning, risk protection, and performance insights for organizations across various industries.
Vocode
vocode.dev
Vocode is an open-source platform for building voice-based applications using LLMs, supporting various conversation formats and integrations with speech services.
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 leakage, and prompt attacks in real time. At the heart of the guardrails detection engine lies Aporia Labs, a team comprised of AI and cybersecurity specialists. This team is dedicated to continuously researching and developing cutting-edge methods for identifying and mitigating hallucinations and prompt attacks, ensuring the protection of your brand's reputation and the trust of your users.
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 cost. Built by the team that created the internal AI platforms at Apple and Uber, Predibase is fast, efficient, and scalable for any size job. Predibase pairs an easy to use declarative interface with high-end GPU capacity on serverless managed infra for training and serving, providing engineers with a solution for the complete ML lifecycle. Most importantly, Predibase is built on open-source foundations, including Ludwig and LoRAX, and can be deployed in your private cloud so all of your data and models stay in your control. In production with both Fortune 500 and high growth companies, Predibase is helping engineering teams deliver AI driven value back to their organization in days, not months.
BentoCloud
bentoml.com
BentoCloud is a managed platform for deploying and operating AI applications, supporting various AI models and providing autoscaling and observability tools.
Chooch
chooch.ai
Chooch is a Vision AI platform that automates visual review tasks, analyzes video and image data, and provides real-time alerts for various applications across multiple industries.
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 transition from idea to a tangible design concept. * Data-Driven Assessment: Archie will provide an initial assessment of your idea from a few different perspectives. * Enhanced Creativity: Archie will detect things you may not have thought of and make suggestions to enhance the value and soundness of your project. * Socialize Your Idea: Share your Blueprint with your early stakeholders to gather additional insights and support (optional).
Defog
defog.ai
Defog.ai is a natural language data query tool that is embedded in applications. The tool allows users to ask free-form data questions and access data from CSV files or predefined datasets. Data can be queried from databases such as Redshift and ticket sales, with examples such as a sample dataset called Tickit. The tool enables users to ask questions in any language and provides answers to long-tail questions. Unlike other solutions, Defog allows data superpowers without compromising on privacy, as it only needs access to the database schema, not the actual data. The tool is backed by Y Combinator and has a demo available, allowing users to embed data superpowers in their app.
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 necessary guardrails to mitigate threats to AI applications in production. This enables companies to meet AI safety and security standards with a single integration, automatically working in the background to protect applications from development to production. Robust Intelligence is backed by Sequoia Capital and Tiger Global, and trusted by leading companies including ADP, JPMorgan Chase, Expedia, Deloitte, Cisco, and the U.S. Department of Defense to unblock the enterprise AI mission.
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 dedicated ML research.
MarkovML
markovml.com
MarkovML is an AI-powered low code platform that offers a collaboration platform for data analysis and machine learning. It provides a user-friendly interface for storing and sharing models, experiments, and datasets. The platform aims to streamline the process of data analysis and model development by eliminating the need for coding.The platform offers several features to enhance data management and intelligence. It includes an Intelligent Data Catalog that serves as a centralized hub for AI-related activities, allowing for effortless data management, enhanced data governance, and improved data understanding. The platform also offers unsupervised AI-driven data analyzers that generate deep data insights, measure data quality, and create detailed visual reports for expert analysis.MarkovML offers a no-code GenAI app builder, empowering domain experts to create AI applications without the need for coding. The intuitive drag-and-drop interface allows for the creation of apps for various use cases, such as summarization, classification, and semantics search.Additionally, MarkovML provides responsible AI evaluators that help assess the cost, business impact, and bias of models, enabling enterprises to maximize the value from AI in a responsible and cost-effective manner. The platform also ensures data governance, privacy, and security.Furthermore, MarkovML offers seamless collaboration through its Snippet tool, which provides a shared workspace for team knowledge, ideas, metrics, analysis, feedback, visualization, and more. This tool aims to improve team alignment and maximize the potential of AI teams.Overall, MarkovML is designed to provide an integrated platform for data analysis, machine learning, and collaboration, enabling enterprises to harness the full potential of their data and advance their AI initiatives.
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. Prioritizing security and poised to drive your business development forward.
PentaPrompt
pentaprompt.com
PentaPrompt is a web app that provides access to various generative AI models, allowing personalized AI interactions, content creation, and knowledge integration.
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.
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 and drive growth. Qualetics works with your Product, System, or Process to gather data and processes it by leveraging deep AI technologies like Machine Learning, NLP, Computer Vision, and Text Analytics, etc. All the Actionable Analytical Insights are then presented to your team in an easy-to-understand dashboard, offering both top-level and micro-level insights. Qualetics not only makes it easy for you to get the right data insights but also easier for your team to understand and take action on it. Qualetics's AI Management System (AIMS) Platform is a combination of tools needed to help route data coming from multiple channels into complex machine learning systems and deliver the insights in a clear, seamless way for businesses to consume.
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 abstracts out the engineering required and offers GenAI accelerators - LLM PlayGround, LLM Gateway, LLM Deploy, LLM Finetune, RAG Playground and Application Templates that can enable an organisation to speed up the layout of their overall GenAI/LLMOps framework. Enterprises can plug and play these accelerators with their internal systems as well as build on top of our accelerators to enable a LLMOps platform of their choice to the GenAI developers. TrueFoundry is modular and completely API driven, has native integration with popular tools in the market like LangChain, VectorDBs, GuardRails, etc. TrueFoundry works with 25+ Fortune 500 Companies as well as hi-Tech midmarket companies including likes of WadhwaniAI, WhatFix, 2 Fortune 100 healthcare, Games24x7, AvisoAI etc. TrueFoundry is backed by Sequoia, Eniac & Angels like Naval Ravikant, Anthony Goldbloom & 50+ AI & ML leaders from top tech companies, Fortune 500 CXOs and founders at Unicorns like AlphaSense, Innovaccer, WhatFix, Rubrik etc.
PromptPrivacy
promptprivacy.com
PromptPrivacy is an AI operating system that secures sensitive data in prompts used by language models, preventing data leaks and ensuring privacy.
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 only does it offer a seamless way to overcome the limitations of current AI technologies, but it also accelerates your ability to deploy innovative AI solutions, giving you a competitive edge in the market.
Autoblocks
autoblocks.ai
Autoblocks AI is a cloud-based workspace that enables product teams to collaboratively evaluate, test, and improve their GenAI/LLM products.
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