Exspanse vs. Modular Comparison Chart

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.

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.

Derive insights from your images in the cloud or at the edge with AutoML Vision or use pre-trained Vision API models to detect emotion, understand text, and more. Google Cloud offers two computer vision products that use machine learning to help you understand your images with industry-leading prediction accuracy. Automate the training of your own custom machine learning models. Simply upload images and train custom image models with AutoML Vision’s easy-to-use graphical interface; optimize your models for accuracy, latency, and size; and export them to your application in the cloud, or to an array of devices at the edge. Google Cloud’s Vision API offers powerful pre-trained machine learning models through REST and RPC APIs. Assign labels to images and quickly classify them into millions of predefined categories. Detect objects and faces, read printed and handwritten text, and build valuable metadata into your image catalog.

Google Cloud is a cloud-based service that allows you to create anything from simple websites to complex applications for businesses of all sizes. New customers get $300 in free credits to run, test, and deploy workloads. All customers can use 25+ products for free, up to monthly usage limits. Use Google's core infrastructure, data analytics & machine learning. Secure and fully featured for all enterprises. Tap into big data to find answers faster and build better products. Grow from prototype to production to planet-scale, without having to think about capacity, reliability or performance. From virtual machines with proven price/performance advantages to a fully managed app development platform. Scalable, resilient, high performance object storage and databases for your applications. State-of-the-art software-defined networking products on Google’s private fiber network. Fully managed data warehousing, batch and stream processing, data exploration, Hadoop/Spark, and messaging.

PackageX OCR API converts any smartphone into a powerful universal label scanner that reads every bit of text on the label, including barcodes and QR codes. Our state-of-the-art OCR technology uses robust deep learning models and proprietary algorithms to extract information from package labels. Our OCR API is trained based on information from over 10 million labels, enabling over 95% scan accuracy -- the best in the market. Our technology scans in low-light conditions, reads at any angle, and works with damaged labels. Build your custom OCR scanner app and remove pen-and-paper inefficiencies. Easily extract information from both printed text and handwritten labels with our OCR scanner. Our OCR technology is trained on multilingual label data extracted from over 40 countries. Detect & extract information from any barcode or QR code.

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.

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.

Decisimo is a powerful decision/rule engine platform designed to streamline your business decision-making process. It enables you to effortlessly create and update rule sets and decision tables, tailoring them to your specific needs. The platform offers a drag-and-drop builder for designing decision flows, which can include components like models, rule sets, and data sources. Decisimo also allows you to deploy decision flows to regional endpoints for faster responses and compliance with data protection regulations. You can enhance your decision flows by incorporating AI and machine learning models or connecting to external data sources through REST APIs. Decisimo is suitable for batch processing tasks such as client segmentation and prescoring, and supports data retrieval from FTP, Google Cloud Storage, or S3 buckets. The platform also provides robust unit testing capabilities to ensure accurate and reliable decision-making.

Codeium is a free AI-powered coding assistant that accelerates development by providing intelligent code autocompletion in over 70 programming languages and more than 40 IDEs, including VSCode, JetBrains, and Jupyter Notebooks. With Codeium, developers can write code faster, eliminate repetitive tasks, and stay in the flow state—whether they're working with Python, JavaScript, C++, or any other language. Built on billions of lines of open-source code, Codeium understands and anticipates your coding needs, offering multiline suggestions, automated unit tests, and even natural language explanations for complex functions. It’s perfect for streamlining code writing, reducing boilerplate, and cutting down the time spent on documentation searches. Trusted by individual developers and Fortune 500 companies alike, Codeium is your go-to solution for boosting productivity and writing better code. Try Codeium for free today and experience the future of AI-powered coding!

Reduce your overall freight spend with a global, modular, cloud-based transportation management solution (TMS). Enable collaboration across the end-to-end process of transporting goods by connecting shippers with their carriers, suppliers and customers. The Alpega TMS platform contains a suite of flexible, modular solutions that enable shippers to Source, Plan, Optimize, Execute, Settle and Analyze their transportation. Alpega's cloud-based solutions are offered on a transactional or subscription basis for quick deployment, reduced cost of ownership, and rapid ROI. The modularity and "pay as you go" model of Alpega solutions enable you to deploy and scale a TMS at your own pace without straining your logistics, operational or IT resources. Alpega TMS solutions bring efficiency to logistics operations, and support supply chain sustainability. Proven global implementations serving over 200+ customers, deployed in 80+ countries across 5 continents & available in 15 languages.