C3 AI Suite vs. Cerebrium Comparison Chart

BigQuery is a serverless, multicloud data warehouse that simplifies the process of working with all types of data so you can focus on getting valuable business insights quickly. At the core of Google’s data cloud, BigQuery allows you to simplify data integration, cost effectively and securely scale analytics, share rich data experiences with built-in business intelligence, and train and deploy ML models with a simple SQL interface, helping to make your organization’s operations more data-driven.

Build, deploy, and scale machine learning (ML) models faster, with fully managed ML tools for any use case. Through Vertex AI Workbench, Vertex AI is natively integrated with BigQuery, Dataproc, and Spark. You can use BigQuery ML to create and execute machine learning models in BigQuery using standard SQL queries on existing business intelligence tools and spreadsheets, or you can export datasets from BigQuery directly into Vertex AI Workbench and run your models from there. Use Vertex Data Labeling to generate highly accurate labels for your data collection.

Cloud Run is a fully-managed compute platform that lets you run your code in a container directly on top of Google's scalable infrastructure. We’ve intentionally designed Cloud Run to make developers more productive - you get to focus on writing your code, using your favorite language, and Cloud Run takes care of operating your service. Fully managed compute platform for deploying and scaling containerized applications quickly and securely. Write code your way using your favorite languages (Go, Python, Java, Ruby, Node.js, and more). Abstract away all infrastructure management for a simple developer experience. Build applications in your favorite language, with your favorite dependencies and tools, and deploy them in seconds. Cloud Run abstracts away all infrastructure management by automatically scaling up and down from zero almost instantaneously—depending on traffic. Cloud Run only charges you for the exact resources you use. Cloud Run makes app development & deployment simpler.

Commerce Layer is a composable ecommerce platform with native multi-market capability. Our services power enterprise-grade ecommerce to any frontend - websites, mobile apps, IoT devices, voice-activated assistants, or any JAMstack architecture. Our developer-first approach underlines the wide range of developer tools - from our high-performance APIs to our micro frontend applications that operate from the client-side - making things easier for developers building composable commerce stores. Build unique, blazing fast ecommerce websites without worrying about servers and security. Use Jekyll, Next.js, Hugo, Gatsby, Nuxt.js or any of the 200+ available SSGs to build a static website. Give your content editors a best of breed headless CMS like Contentful, DatoCMS, Prismic, GraphCMS, Forestry, or any of the 100+ options that you can choose from. Seamlessy integrate prices, inventory, checkout, and customer accounts through the API.

Dialogflow from Google Cloud is a natural language understanding platform that makes it easy to design and integrate a conversational user interface into your mobile app, web application, device, bot, interactive voice response system, and so on. Using Dialogflow, you can provide new and engaging ways for users to interact with your product. Dialogflow can analyze multiple types of input from your customers, including text or audio inputs (like from a phone or voice recording). It can also respond to your customers in a couple of ways, either through text or with synthetic speech. Dialogflow CX and ES provide virtual agent services for chatbots and contact centers. If you have a contact center that employs human agents, you can use Agent Assist to help your human agents. Agent Assist provides real-time suggestions for human agents while they are in conversations with end-user customers.

Kasm Workspaces streams your workplace environment directly to your web browser…on any device and from any location. Kasm uses our high-performance streaming and secure isolation technology to provide web-native Desktop as a Service (DaaS), application streaming, and secure/private web browsing. Kasm is not just a service; it is a highly configurable platform with a robust developer API and devops-enabled workflows that can be customized for your use-case, at any scale. Workspaces can be deployed in the cloud (Public or Private), on-premise (Including Air-Gapped Networks or your Homelab), or in a hybrid configuration.

Telepresence streamlines your local development process, enabling immediate feedback. You can launch your local environment on your laptop, equipped with your preferred tools, while Telepresence seamlessly connects them to the microservices and test databases they rely on. It simplifies and expedites collaborative development, debugging, and testing within Kubernetes environments by establishing a seamless connection between your local machine and shared remote Kubernetes clusters. Why Telepresence: Faster feedback loops: Spend less time building, containerizing, and deploying code. Get immediate feedback on code changes by running your service in the cloud from your local machine. Shift testing left: Create a remote-to-local debugging experience. Catch bugs pre-production without the configuration headache of remote debugging. Deliver better, faster user experience: Get new features and applications into the hands of users faster and more frequently.

The Inspectivity Platform provides a comprehensive digital inspection management solution for critical infrastructure. Manage multiple disciplines of inspection with a single collaborative platform, work standalone or create a seamless environment by connecting your enterprise systems. A digital toolkit for the configuration and management of any asset-centric enterprise inspection use case. Combining modern web and mobile apps to connect global teams and supercharge inspection outcomes. With our web and mobile toolkit, clients can transition any engineering inspection protocol from paper to digital in a matter of hours. - Model an asset hierarchy or integrate with an ERP/CMMS - Create forms for discipline inspections - Manage inspection activities through collaborative workflows - Perform inspections on tablets - Share results and generated automated reports in real-time - Manage corrective actions and closeout of issues

Picafuel is a comprehensive fleet card management and issuance platform, leading the charge in revolutionizing the fuel retail industry and e-mobility. We address the critical need for modernization by providing tailored solutions that empower retailers to deploy fleet cards, manage mobile payments and loyalty points, lower the cost of service, improve margins, and prevent fuel fraud effectively. Our offering goes beyond fleet card management, serving as a platform driving innovation across the board. With Picafuel, fuel retailers can unlock unparalleled scalability and customization, empowering them to grow their business while embracing innovation and staying ahead in a rapidly evolving market.

Google Cloud’s Speech API processes more than 1 billion voice minutes per month with close to human levels of understanding for many commonly spoken languages. Powered by the best of Google's AI research and technology, Google Cloud's Speech-to-Text API helps you accurately transcribe speech into text in 73 languages and 137 different local variants. Leverage Google’s most advanced deep learning neural network algorithms for automatic speech recognition (ASR) and deploy ASR wherever you need it, whether in the cloud with the API, on-premises with Speech-to-Text On-Prem, or locally on any device with Speech On-Device.