Generative AI Engineering Reviews and Ratings

What is Generative AI Engineering?

Generative AI (GenAI) engineering refers to the field of engineering that focuses on the development, implementation and optimization of generative AI models. Generative AI refers to technologies that can generate new derived versions of content, strategies, designs and methods by learning from large repositories of original source content. By developing GenAI models, engineers can create new and innovative ways to generate content. The vendors in this segment are made up by incumbent and startup vendors covering full-model life cycle management, specifically adjusted to and catering to development, refinement and deployment of generative models (e.g., LLMs) and other GenAI artifacts in production applications. Please note that this market is based on Beta research and is continuously evolving. We will be making changes as and when there are new updates.

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Products 1 - 19 of 19

With Portkey's AI Gateway, Guardrails, and Observability Suite, thousands of teams ship reliable, cost-efficient, and fast Gen AI apps.

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TrueFoundry is a PaaS GenAI Engineering Tool for enterprise ML teams. This MLops / LLMops platform helps to build, deploy and ship ML and LLM Applications on their own cloud or onprem Infrastructure in a faster, scalable and cost efficient way with the right governance controls, allowing them to achieve faster time to value. TrueFoundry abstracts out the infrastructure and software engineering required and offers pre-integrated platform bundled with ML and GenAI accelerators like LLM Gateway, LLM Deploy, LLM Finetune, RAG Playground and Application Templates that advocates standardization and democratization helping organizations to scale GenAI businesses.

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Elastic enables organizations to securely harness search-powered AI so anyone can find the answers they need in real-time using all their data, at scale. By integrating AI with search technology, it facilitates the discovery of actionable insights from large volumes of both structured and unstructured data, addressing the need for real-time, scalable data processing.

Our Elasticsearch Platform delivers search-powered AI for observability, security and search. Companies can now solve real-time business problems and achieve better business outcomes by taking advantage of massive amounts of structured and unstructured data, securing and protecting private information more effectively, and optimizing infrastructure and talent resources more efficiently.

Elastic’s complete, easy-to-use cloud-based platform offers solutions in search, security, and observability, aimed at aiding businesses in leveraging AI technology securely and effectively.

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Databricks is a global company focusing on data and AI. At the core of Databricks is the Databricks Data Intelligence Platform which allows entire organizations to use data and AI to power a wide range of business use cases. It's built on a lakehouse to provide an open, unified foundation for all data and governance and is powered by a Data Intelligence Engine that understands the uniqueness of the organizations’ data. Databricks simplifies and accelerates enterprises' data and AI goals by unifying data, analytics and AI on one platform. Its key mission is to assist data teams in addressing some of the world's most challenging problems.

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Amazon Web Services (AWS), established in 2006, is focused on providing essential infrastructure services to businesses globally in the form of cloud computing. The key advantage offered through cloud computing, particularly via AWS, is its capacity to shift fixed infrastructure expenses into flexible costs. Businesses have been able to forgo extensive planning and procurement of servers and other Information Technology (IT) resources, owing to AWS. AWS seeks to provide businesses with prompt and cost-effective access to resources using Amazon's expertise and economies of scale, as and when their business requires. Currently, AWS offers a robust, scalable, economic infrastructure platform on the cloud powering an extensive array of businesses worldwide. It operates across numerous industries with data center locations in various parts of the globe including U.S., Europe, Singapore, and Japan.

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Microsoft enables digital transformation for the era of an intelligent cloud and an intelligent edge. Its mission is to empower every person and every organization on the planet to achieve more. Microsoft is dedicated to advancing human and organizational achievement.

Microsoft Security helps protect people and data against cyberthreats to give peace of mind.

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Founded in 1993, NVIDIA has been influential in the realm of accelerated computing. The introduction of the GPU by the company in 1999 served as a catalyst for the expansion of the PC gaming market, and it revolutionised computer graphics. It paved the way for modern AI and is currently driving the development of the metaverse. NVIDIA has evolved to become a comprehensive computing firm with data center-scale products that are transforming the industry.

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DataRobot delivers AI that maximizes impact and minimizes business risk. Our AI applications and platform integrate into core business processes so teams can develop, deliver, and govern AI at scale. DataRobot empowers practitioners to deliver predictive and generative AI, and enables leaders to secure their AI assets. Organizations worldwide rely on DataRobot for AI that makes sense for their business — today and in the future.

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IBM is a well-established entity focused on technology and development. The primary mission revolves around fostering technological growth and enhancing infrastructure, achieved through focused developments and consulting services. By encouraging inventiveness and innovation, it is geared towards facilitating the transition of theoretical ideas into practical realities, thus improving global functionalities. IBM brings about transformation by creating advanced solutions that reshape and redefine the world.

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Microsoft enables digital transformation for the era of an intelligent cloud and an intelligent edge. Its mission is to empower every person and every organization on the planet to achieve more. Microsoft is dedicated to advancing human and organizational achievement.

Microsoft Security helps protect people and data against cyberthreats to give peace of mind.

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Weights & Biases is the AI developer platform to build AI applications and models with confidence. ML engineers and AI developers use W&B Weave and W&B Models to coordinate all LLMops and MLops proccesses, including evaluating, debugging, training, fine-tuning, and deploying.

W&B Weave helps developers evaluate, monitor and iterate on their AI applications to continuously improve quality, latency, cost, and safety.

W&B Models boosts experiment speed and team collaboration among ML teams, helping them bring models to production faster while ensuring performance, data reliability, and security. W&B also serves as the system of record for all ML and AI activities.

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The company focuses on providing a machine learning observability platform. Its primary business problem it solves is enabling ML practitioners to identify and resolve issues related to AI/ML models.

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C3 AI is a prominent provider of Enterprise AI software that aims to fast-track digital transformation. This process involves harnessing the power of big data and the Internet of Things to boost asset performance and preemptively address shortfalls through artificial intelligence (AI) and machine learning. Among its functions, it foresees potential supply chain hindrances, anticipates maintenance needs for optimizing asset uptime, lessens energy expenses, and expedites the synchronization of disparate health records to improve patient service timelines. At its core, C3 AI integrates a unique, model-driven AI architecture that significantly bolsters data science and app creation. Its proprietary C3 AI platform facilitates the creation, deployment, and operation of broad-scale AI applications, predictive analytics, and IoT solutions. Utilizing its vast industry knowledge, C3 AI paves the way for enterprises to commence on their digital transition.

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Domino Data Lab empowers AI-driven enterprises to build and operate AI at scale. Domino’s Enterprise AI platform unifies flexibility with visibility and control, enabling a repeatable and agile ML lifecycle for responsible AI impact with cost control features. Global enterprises can develop medicines, grow crops, and create competitive products. Founded in 2013, Domino is backed by leading investor firms.

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Kore.ai is focused on helping enterprises accelerate value generation from AI. This is achieved through comprehensive advanced AI offerings to serve workplace tasks, process automation, and customer service use cases. With an AI agent platform, prebuilt solutions, and no-code tools for custom development, enterprises can deploy AI with security and at scale. With a model-agnostic approach to data, cloud, and applications, Kore.ai provides flexibility and freedom of choice to meet diverse enterprise needs.

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Kosmoy provides an enterprise GenAI Governance and Monitoring Platform powered by the Kosmoy LLM Gateway. The platform offers three core capabilities: GenAI Governance, GenAI Development, and GenAI Observability. Governance features include LLM control and management, guardrails implementation, AI Act compliance support, role-based access control (RBAC), and conversation logging. Development tools accelerate GenAI adoption with pre-built integrations, RAG-in-a-Box, prompt management, and data pipeline capabilities. Observability features deliver continuous monitoring of LLM costs, user feedback, content safety (toxic language alerts), and performance. Kosmoy enables organizations to deploy and manage GenAI applications with control, security, and oversight. The LLM Gateway serves as a central point for policy enforcement and monitoring across the GenAI ecosystem.

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SAS is a global leader in AI and analytics software, including industry-specific solutions. SAS helps organizations transform data into trusted decisions faster by providing knowledge in the moments that matter. SAS gives you THE POWER TO KNOW®.

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Googlers is a company that creates products intended to create opportunities for an extensive audience, regardless of their location across the globe. The company values diverse perspectives, imaginations and non-conformity to predefined norms and impossibilities. The goal is to build products while incorporating uniqueness of each individual involved in this process, aiming to make their products accessible and useful to all.

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