Alternatives to Nimbus
Compare Nimbus alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Nimbus in 2026. Compare features, ratings, user reviews, pricing, and more from Nimbus competitors and alternatives in order to make an informed decision for your business.
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1
Google Cloud BigQuery
Google
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. Gemini in BigQuery offers AI-driven tools for assistance and collaboration, such as code suggestions, visual data preparation, and smart recommendations designed to boost efficiency and reduce costs. BigQuery delivers an integrated platform featuring SQL, a notebook, and a natural language-based canvas interface, catering to data professionals with varying coding expertise. This unified workspace streamlines the entire analytics process. -
2
Teradata VantageCloud
Teradata
Teradata VantageCloud: The complete cloud analytics and data platform for AI. Teradata VantageCloud is an enterprise-grade, cloud-native data and analytics platform that unifies data management, advanced analytics, and AI/ML capabilities in a single environment. Designed for scalability and flexibility, VantageCloud supports multi-cloud and hybrid deployments, enabling organizations to manage structured and semi-structured data across AWS, Azure, Google Cloud, and on-premises systems. It offers full ANSI SQL support, integrates with open-source tools like Python and R, and provides built-in governance for secure, trusted AI. VantageCloud empowers users to run complex queries, build data pipelines, and operationalize machine learning models—all while maintaining interoperability with modern data ecosystems. -
3
Dataiku
Dataiku
Dataiku is an enterprise AI platform designed to help organizations move from fragmented AI efforts to fully scalable and governed AI success. It brings together people, data, and technology into a single system that enables collaboration between domain experts and technical teams. The platform allows users to build, deploy, and manage AI models, analytics workflows, and AI agents with greater efficiency. Dataiku emphasizes orchestration by connecting data sources, applications, and machine learning processes into unified pipelines. It also provides strong governance capabilities, helping organizations monitor performance, control costs, and reduce risks across AI initiatives. Businesses across industries use Dataiku to modernize analytics, automate workflows, and scale machine learning across teams. With proven results from global enterprises, the platform supports faster innovation and measurable ROI through AI-driven solutions. -
4
Dataloop AI
Dataloop AI
Manage unstructured data and pipelines to develop AI solutions at amazing speed. Enterprise-grade data platform for vision AI. Dataloop is a one-stop shop for building and deploying powerful computer vision pipelines data labeling, automating data ops, customizing production pipelines and weaving the human-in-the-loop for data validation. Our vision is to make machine learning-based systems accessible, affordable and scalable for all. Explore and analyze vast quantities of unstructured data from diverse sources. Rely on automated preprocessing and embeddings to identify similarities and find the data you need. Curate, version, clean, and route your data to wherever it’s needed to create exceptional AI applications. -
5
JobNimbus
JobNimbus
JobNimbus is the #1 all-in-one roofing app (4.8 stars on app stores) that’s making contractors heroes since 2013. Thousands of contractors rely on JobNimbus every day to run every aspect of their business: marketing, sales, production, billing, and communication. "This is f$&%ing awesome!" - Dave R. ** MARKETING ** • SEO • Paid ads • Google Business Profile • Website ** SALES ** • Scheduling • Lead tracking • Boards • Custom sales workflows • Sales automation ** PRODUCTION ** • Production boards • Custom job workflows • Production automation • Notes • Tasks • Material ordering directly from Beacon PRO+ and Roof Hub by SRS. • Work orders • Subcontractors • Reports ** BILLING ** • Invoicing • JN Payments • Text-to-Pay • Financing • QuickBooks 2-way sync ** COMMUNICATION ** • Engage texting • Email • Caller ID • @mentions • Job share • Notification center With all this, your whole team will be equipped with the best all-in-one roofing app.Starting Price: Contact us -
6
Elham.ai
Elham.ai
Elham.ai is an automated machine-learning platform that lets users build and deploy AI models with zero coding required. It offers a no-code interface where you can upload your datasets, select problem types (e.g., classification, regression, etc.), and let Elham handle data preprocessing, feature engineering, model training, evaluation, and deployment. It integrates with ChatGPT/OpenAI via Zapier, which allows transforming, summarizing, or analyzing integration data using leading AI models. It also has sign-up/login workflows, suggesting teams can start using it directly. It aims to convert raw data into actionable insights and streamline the end-to-end ML pipeline while hiding the complexities of model tuning and infrastructure setup.Starting Price: $559.75 per month -
7
DataNimbus
DataNimbus
DataNimbus is an AI-powered platform that streamlines payments and accelerates AI adoption through innovative, cost-efficient solutions. By seamlessly integrating with Databricks components like Spark, Unity Catalog, and ML Ops, DataNimbus enhances scalability, governance, and runtime operations. Its offerings include a visual designer, a marketplace for reusable connectors and machine learning blocks, and agile APIs, all designed to simplify workflows and drive data-driven innovation. -
8
Hopsworks
Logical Clocks
Hopsworks is an open-source Enterprise platform for the development and operation of Machine Learning (ML) pipelines at scale, based around the industry’s first Feature Store for ML. You can easily progress from data exploration and model development in Python using Jupyter notebooks and conda to running production quality end-to-end ML pipelines, without having to learn how to manage a Kubernetes cluster. Hopsworks can ingest data from the datasources you use. Whether they are in the cloud, on‑premise, IoT networks, or from your Industry 4.0-solution. Deploy on‑premises on your own hardware or at your preferred cloud provider. Hopsworks will provide the same user experience in the cloud or in the most secure of air‑gapped deployments. Learn how to set up customized alerts in Hopsworks for different events that are triggered as part of the ingestion pipeline.Starting Price: $1 per month -
9
Nimbus Treasury
Chella Software
Nimbus is a SaaS platform that is quick to implement, complete in scope, reliable with numbers and trusted by corporates. Nimbus combines the power of cloud and a focused solution thereby providing a turnkey state-of-the-art risk management tool for corporate treasuries. It tracks exposures straight from the ERP as they originate, transform and settle. With built-in SAP connectors, it ensures that the data from your operations flows in automatically with no or very little manual intervention. Nimbus today supports FX forwards, options, and range forwards. It performs flawless hedge accounting even for pretty dynamic hedging requirements. Overall it provides a powerful platform for decision support and simultaneously makes FX-related compliance a breeze. -
10
Nimbus Clipper
Nimbus Web
Here is a A Web Clipper that works! Nimbus Web Clipper is the easiest way to clip text, images, links, email addresses. Grab all kinds of content from web pages and PDFs. Add your own notes, and then easily save them to your Nimbus account. Transform information chaos from multiple sources into an organized workplace. Empower yourself or your team to get things done faster with fewer iterations and meetings. If you come across something you want to keep, clip it to Nimbus Note. Reduce the clutter and clip only what you need, whether it’s an article, email, parts of a page, or product information. Capture different web page sections and create notes for each one or compile fragments into a single note. If you come across something you want to keep, just hit the Nimbus Clipper button on the top right of your browser. Remove miscellaneous content and keep your notes tidy clip only the article, recipe, or product information that you need. -
11
Nimbus Capture
Nimbus Web
Show your team, customers, or friends exactly what you’re seeing with recorded screencasts, videos, and screenshots that can be annotated and shared instantly. Use Nimbus Capture to record videos of your entire desktop or browser tabs, or create videos using your webcam. Take screenshots to capture full web pages—or just part of a page. Nimbus Capture is a great screencast tool for Chrome and Chromebooks. Save time from writing by creating visual media to communicate instead. Use Nimbus Capture to record videos of your entire desktop or browser tabs, or create videos using your webcam. Take advantage of editing tools from the annotation panel to make your content and explanations more effective, informative, and clear. Take screenshots to capture full web pages—or just part of a page. Choose from a variety of screenshot mode options - fragments, visible part of a page, selected area, or even a scrollable page. Capture all this with just one click.Starting Price: $5 per user per month -
12
Nimbus808
Nimbus808
Nimbus808 is an industrial Internet of Things (IoT) platform centered around a managed MQTT 5 broker that enables teams to build real-time web applications, connect devices, and visualize and control sensor data without provisioning their own infrastructure. It supports quick broker provisioning and secure device connectivity with enhanced MQTT 5 features, including shared subscriptions, user properties, and flow control, while built-in security, such as token authentication, IP whitelisting, role-based access control, device credential checks, and multifactor login protect projects and data. Nimbus808’s central dashboard aggregates live data from connected devices and sensors into customizable widgets and templates for real-time visualization, and system administrators can monitor users, projects, devices, tags, and alarm states in one interface with instant publish/subscribe updates.Starting Price: $5.99 per month -
13
Luware Nimbus
Luware
Luware Nimbus extends Microsoft Teams with the contact center and intelligent task routing functionality you need to effectively manage customer inquiries. -
14
Weights & Biases
Weights & Biases
Experiment tracking, hyperparameter optimization, model and dataset versioning with Weights & Biases (WandB). Track, compare, and visualize ML experiments with 5 lines of code. Add a few lines to your script, and each time you train a new version of your model, you'll see a new experiment stream live to your dashboard. Optimize models with our massively scalable hyperparameter search tool. Sweeps are lightweight, fast to set up, and plug in to your existing infrastructure for running models. Save every detail of your end-to-end machine learning pipeline — data preparation, data versioning, training, and evaluation. It's never been easier to share project updates. Quickly and easily implement experiment logging by adding just a few lines to your script and start logging results. Our lightweight integration works with any Python script. W&B Weave is here to help developers build and iterate on their AI applications with confidence. -
15
Nimbus
Nimbus
Nimbus is a personalized portfolio that aggregates investment data on multiple platforms including On-chain and Centralized Exchange. Unlike Debank or Nansen we make metrics and indicators for investors that help them understand their risk and also optimize their earnings.Starting Price: $9.99 per month -
16
Edge Impulse
Edge Impulse
Build advanced embedded machine learning applications without a PhD. Collect sensor, audio, or camera data directly from devices, files, or cloud integrations to build custom datasets. Leverage automatic labeling tools from object detection to audio segmentation. Set up and run reusable scripted operations that transform your input data on large sets of data in parallel by using our cloud infrastructure. Integrate custom data sources, CI/CD tools, and deployment pipelines with open APIs. Accelerate custom ML pipeline development with ready-to-use DSP and ML algorithms. Make hardware decisions based on device performance and flash/RAM every step of the way. Customize DSP feature extraction algorithms and create custom machine learning models with Keras APIs. Fine-tune your production model with visualized insights on datasets, model performance, and memory. Find the perfect balance between DSP configuration and model architecture, all budgeted against memory and latency constraints. -
17
Deepnote
Deepnote
Deepnote is building the best data science notebook for teams. In the notebook, users can connect their data, explore, and analyze it with real-time collaboration and version control. Users can easily share project links with team collaborators, or with end-users to present polished assets. All of this is done through a powerful, browser-based UI that runs in the cloud. We built Deepnote because data scientists don't work alone. Features: - Sharing notebooks and projects via URL - Inviting others to view, comment and collaborate, with version control - Publishing notebooks with visualizations for presentations - Sharing datasets between projects - Set team permissions to decide who can edit vs view code - Full linux terminal access - Code completion - Automatic python package management - Importing from github - PostgreSQL DB connectionStarting Price: Free -
18
Nimbus Portal Solutions
Nimbus Portal Solutions
Securely share documents with staff and clients – Nimbus implements the world’s best data security software features and best practices for your security and protection, including both physical security and electronic security measures committed to industry standards such as ISO 27001 (Information Security Management) and ISO 32000 (Document Management). All the transmission of file data and metadata occurs over encrypted channels (https) thanks to our file security software features that you won’t be able to experience anywhere else. Nimbus is hosted and replicated across a multitude of secure, world class data centres that are locally hosted in each region, giving customers optimal confidence in the performance of our file protection system. User files are only accessible by people who possess the appropriate logins to a valid URL, with self-managed unique logins providing complete privacy of your dedicated login details.Starting Price: $22.50 per month -
19
NimbusRMS-Food
LumenSoft Technologies
NimbusRMS-Food is a cloud-based restaurant management system designed for cafés, quick-service restaurants, and dine-in establishments. It brings sales, order handling, menu design, inventory control, and reporting together in one platform to simplify daily restaurant operations. The system supports dine-in, takeaway, and delivery modes with an intuitive POS interface that helps staff process orders quickly and accurately. The Kitchen Display Screen (KDS) gives kitchen teams real-time visibility of incoming orders, while the Menu Designer makes it easy to manage menu items, deals, combos, and modifiers. Inventory updates automatically with every sale, helping restaurants track usage, reduce waste, and maintain optimal stock levels. With role-based access, multi-branch support, and cloud reporting, NimbusRMS-Food provides restaurant owners and managers with the tools they need to oversee performance and run their business efficiently—anywhere, anytime.Starting Price: $19 -
20
Amazon SageMaker Pipelines
Amazon
Using Amazon SageMaker Pipelines, you can create ML workflows with an easy-to-use Python SDK, and then visualize and manage your workflow using Amazon SageMaker Studio. You can be more efficient and scale faster by storing and reusing the workflow steps you create in SageMaker Pipelines. You can also get started quickly with built-in templates to build, test, register, and deploy models so you can get started with CI/CD in your ML environment quickly. Many customers have hundreds of workflows, each with a different version of the same model. With the SageMaker Pipelines model registry, you can track these versions in a central repository where it is easy to choose the right model for deployment based on your business requirements. You can use SageMaker Studio to browse and discover models, or you can access them through the SageMaker Python SDK. -
21
Towhee
Towhee
You can use our Python API to build a prototype of your pipeline and use Towhee to automatically optimize it for production-ready environments. From images to text to 3D molecular structures, Towhee supports data transformation for nearly 20 different unstructured data modalities. We provide end-to-end pipeline optimizations, covering everything from data decoding/encoding, to model inference, making your pipeline execution 10x faster. Towhee provides out-of-the-box integration with your favorite libraries, tools, and frameworks, making development quick and easy. Towhee includes a pythonic method-chaining API for describing custom data processing pipelines. We also support schemas, making processing unstructured data as easy as handling tabular data.Starting Price: Free -
22
Cleanlab
Cleanlab
Cleanlab Studio handles the entire data quality and data-centric AI pipeline in a single framework for analytics and machine learning tasks. Automated pipeline does all ML for you: data preprocessing, foundation model fine-tuning, hyperparameter tuning, and model selection. ML models are used to diagnose data issues, and then can be re-trained on your corrected dataset with one click. Explore the entire heatmap of suggested corrections for all classes in your dataset. Cleanlab Studio provides all of this information and more for free as soon as you upload your dataset. Cleanlab Studio comes pre-loaded with several demo datasets and projects, so you can check those out in your account after signing in. -
23
MLBox
Axel ARONIO DE ROMBLAY
MLBox is a powerful Automated Machine Learning python library. It provides the following features fast reading and distributed data preprocessing/cleaning/formatting, highly robust feature selection and leak detection, accurate hyper-parameter optimization in high-dimensional space, state-of-the art predictive models for classification and regression (Deep Learning, Stacking, LightGBM), and prediction with models interpretation. MLBox main package contains 3 sub-packages: preprocessing, optimization and prediction. Each one of them are respectively aimed at reading and preprocessing data, testing or optimizing a wide range of learners and predicting the target on a test dataset. -
24
scikit-learn
scikit-learn
Scikit-learn provides simple and efficient tools for predictive data analysis. Scikit-learn is a robust, open source machine learning library for the Python programming language, designed to provide simple and efficient tools for data analysis and modeling. Built on the foundations of popular scientific libraries like NumPy, SciPy, and Matplotlib, scikit-learn offers a wide range of supervised and unsupervised learning algorithms, making it an essential toolkit for data scientists, machine learning engineers, and researchers. The library is organized into a consistent and flexible framework, where various components can be combined and customized to suit specific needs. This modularity makes it easy for users to build complex pipelines, automate repetitive tasks, and integrate scikit-learn into larger machine-learning workflows. Additionally, the library’s emphasis on interoperability ensures that it works seamlessly with other Python libraries, facilitating smooth data processing.Starting Price: Free -
25
Mona
Mona
Gain complete visibility into the performance of your data, models, and processes with the most flexible monitoring solution. Automatically surface and resolve performance issues within your AI/ML or intelligent automation processes to avoid negative impacts on both your business and customers. Learning how your data, models, and processes perform in the real world is critical to continuously improving your processes. Monitoring is the ‘eyes and ears' needed to observe your data and workflows to tell you if they’re performing well. Mona exhaustively analyzes your data to provide actionable insights based on advanced anomaly detection mechanisms, to alert you before your business KPIs are hurt. Take stock of any part of your production workflows and business processes, including models, pipelines, and business outcomes. Whatever datatype you work with, whether you have a batch or streaming real-time processes, and for the specific way in which you want to measure your performance. -
26
Vaex
Vaex
At Vaex.io we aim to democratize big data and make it available to anyone, on any machine, at any scale. Cut development time by 80%, your prototype is your solution. Create automatic pipelines for any model. Empower your data scientists. Turn any laptop into a big data powerhouse, no clusters, no engineers. We provide reliable and fast data driven solutions. With our state-of-the-art technology we build and deploy machine learning models faster than anyone on the market. Turn your data scientist into big data engineers. We provide comprehensive training of your employees, enabling you to take full advantage of our technology. Combines memory mapping, a sophisticated expression system, and fast out-of-core algorithms. Efficiently visualize and explore big datasets, and build machine learning models on a single machine. -
27
MyDataModels TADA
MyDataModels
Deploy best-in-class predictive analytics models TADA by MyDataModels helps professionals use their Small Data to enhance their business with a light, easy-to-set-up tool. TADA provides a predictive modeling solution leading to fast and usable results. Shift from days to a few hours into building ad hoc effective models with our 40% reduced time automated data preparation. Get outcomes from your data without programming or machine learning skills. Optimize your time with explainable and understandable models made of easy-to-read formulas. Turn your data into insights in a snap on any platform and create effective automated models. TADA removes the complexity of building predictive models by automating the generative machine learning process – data in, model out. Build and run machine learning models on any devices and platforms through our powerful web-based pre-processing features.Starting Price: $5347.46 per year -
28
Automaton AI
Automaton AI
With Automaton AI’s ADVIT, create, manage and develop high-quality training data and DNN models all in one place. Optimize the data automatically and prepare it for each phase of the computer vision pipeline. Automate the data labeling processes and streamline data pipelines in-house. Manage the structured and unstructured video/image/text datasets in runtime and perform automatic functions that refine your data in preparation for each step of the deep learning pipeline. Upon accurate data labeling and QA, you can train your own model. DNN training needs hyperparameter tuning like batch size, learning, rate, etc. Optimize and transfer learning on trained models to increase accuracy. Post-training, take the model to production. ADVIT also does model versioning. Model development and accuracy parameters can be tracked in run-time. Increase the model accuracy with a pre-trained DNN model for auto-labeling. -
29
Indigo DRS Data Reporting Systems
Indigo Scape DRS Data Reporting Systems
Indigo Scape DRS is an advanced Data Reporting and Document Generation System for Rapid Report Development (RRD) using HTML, XML, XSLT, XQuery and Python to generate highly compatible and content rich business reports and documents with HTML. Representing the ultimate in reporting software our advanced technology and reusable reporting system is a powerhouse in data reporting. Indigo DRS is totally unique in its ability to query in XQuery, Python and SQL and use data from multiple different sources and types simultaneously making it the only choice for demanding business, financial, scientific and engineering reporting. With advanced reporting features, unmatched functionality and effortless integration of this powerful software technology into your business you can be assured of having the best reporting capabilities!Starting Price: $500 per month / user -
30
Datavore
Datavore Labs
The code-free tool for advanced data analysis. Find insights with speed and accuracy. Why Datavore? Build workflows and combine signals, faster. Discover and track indicators across datasets in order to test and validate signals. Organize. Catalog all your data in one place. Use dynamic filters to quickly find internal and external data. Explore. Build dashboards to compare, evaluate, and monitor lines. Efficiently test and track multiple indicators across datasets. Analyze. Perform deep proprietary research by constructing forecasting models and regression analyses. Platform. Excel versatility with cloud scalability. Easily perform quantitative research and automate tedious operations. Excel Syntax. Write custom functions and use pre-built time series formulas. Patented ingestion engine. Discover concepts and relations within big datasets. Calendar alignment. Match data to company fiscal calendar or predefined periods. Aggregations. -
31
STOCHOS
PI Probaligence GmbH
STOCHOS is probabilistic AI for engineering and R&D. It learns from the simulation, test, and measurement data a team already has and predicts new variants in seconds, with an uncertainty on every prediction, so engineers know when to trust a result and when to run the solver instead. Built on DIM-GP, it works with small datasets, typically tens to a few hundred samples, and with scalars, signals, 2D and 3D fields, meshes, geometries, and images. Methods: surrogate modeling, uncertainty quantification, Bayesian and multi-objective optimization, multi-fidelity modeling, sensitivity analysis, and generative geometry. STOCHOS Flow, the visual workbench, builds the workflows without code and ships them to the team as web apps. Runs on your own hardware, installs offline. From PI Probaligence, founded 2018 in Grafing bei München, part of the CADFEM Group and an Ansys Technology Partner. -
32
Scale GenAI Platform
Scale AI
Build, test, and optimize Generative AI applications that unlock the value of your data. Optimize LLM performance for your domain-specific use cases with our advanced retrieval augmented generation (RAG) pipelines, state-of-the-art test and evaluation platform, and our industry-leading ML expertise. We help deliver value from AI investments faster with better data by providing an end-to-end solution to manage the entire ML lifecycle. Combining cutting edge technology with operational excellence, we help teams develop the highest-quality datasets because better data leads to better AI. -
33
Valohai
Valohai
Models are temporary, pipelines are forever. Train, Evaluate, Deploy, Repeat. Valohai is the only MLOps platform that automates everything from data extraction to model deployment. Automate everything from data extraction to model deployment. Store every single model, experiment and artifact automatically. Deploy and monitor models in a managed Kubernetes cluster. Point to your code & data and hit run. Valohai launches workers, runs your experiments and shuts down the instances for you. Develop through notebooks, scripts or shared git projects in any language or framework. Expand endlessly through our open API. Automatically track each experiment and trace back from inference to the original training data. Everything fully auditable and shareable.Starting Price: $560 per month -
34
Kiin
Kiin
Kiin is an AI-powered platform that enhances creativity and productivity across academic, business, and lifestyle domains. It offers tools such as an essay writer, researcher, lesson explainer, business plan generator, cover letter creator, SEO optimizer, gift idea generator, image generator, and lyric writer. Kiin's unique AI tool, Nimbus Ai 5.0, combines the strengths of leading models like GPT-4, WatsonX, Llama2, and Falcon, crafted with expert input and human-enhanced training. The platform is accessible on all devices and emphasizes user privacy and data security. Kiin is a member of the NVIDIA Inception Program, gaining access to NVIDIA’s AI expertise and GPU technology. Where AI and creativity take flight. Create high-quality content for any purpose with ease and confidence. Write faster, better, and easier. Streamline your workflows, enhance your brand presence, and drive growth with AI-powered efficiency. -
35
Kaggle
Google
Kaggle is a global AI and machine learning platform that brings together developers, researchers, organizations, and data science enthusiasts to build, evaluate, and improve artificial intelligence technologies. The platform offers access to AI competitions, benchmarks, hackathons, datasets, notebooks, pre-trained models, and educational courses that help users develop real-world machine learning skills. Kaggle enables organizations and researchers to host competitions, crowdsource evaluations, publish benchmarks, and discover top AI talent through its large global community of over 31 million users. Users can access free GPU and TPU-powered notebook environments, collaborate on public datasets, explore pre-trained AI models, and participate in large-scale AI research initiatives. The platform also provides learning resources including hands-on courses, solution write-ups, and reproducible notebooks that support both beginners and advanced machine learning practitioners. -
36
tensorViz
tensorViz
tensorViz helps developers explore PyTorch models and JAX/Flax programs as interactive graphs. For PyTorch, users can expand nested modules, inspect tensor shapes captured from one forward pass, jump to Python source, and review architecture changes beside code diffs. The website offers recorded model graphs to explore without installation. The free VS Code extension is available from the Visual Studio Marketplace and Open VSX. Local capture requires Python, model dependencies, and example inputs. Standalone coding-agent plugins are an Apple Silicon macOS preview; MCP agents can also connect to the extension. JAX/Flax graphs use CPU tracing with inferred shapes, and PyTorch source edits are unavailable for them.Starting Price: $0 -
37
Plexe AI
Plexe AI
Plexe AI is a no-code/low-code machine-learning platform that allows users to build, train, and deploy predictive models simply by describing what they want in plain language. You connect your data or upload a dataset, then type your intent, such as “predict customer churn” or “recommend products based on purchase history”, and the system handles everything from preprocessing and feature engineering to model selection, evaluation, and deployment as an API endpoint. With seamless integrations into your existing infrastructure, provider-agnostic support for different LLMs and frameworks, and an open source Python SDK for deeper control, Plexe AI significantly reduces the time and complexity of turning raw data into production-ready ML applications. Trusted by early adopters, the platform is designed to democratize machine learning development and accelerate value from data. -
38
Google Cloud Datalab
Google
An easy-to-use interactive tool for data exploration, analysis, visualization, and machine learning. Cloud Datalab is a powerful interactive tool created to explore, analyze, transform, and visualize data and build machine learning models on Google Cloud Platform. It runs on Compute Engine and connects to multiple cloud services easily so you can focus on your data science tasks. Cloud Datalab is built on Jupyter (formerly IPython), which boasts a thriving ecosystem of modules and a robust knowledge base. Cloud Datalab enables analysis of your data on BigQuery, AI Platform, Compute Engine, and Cloud Storage using Python, SQL, and JavaScript (for BigQuery user-defined functions). Whether you're analyzing megabytes or terabytes, Cloud Datalab has you covered. Query terabytes of data in BigQuery, run local analysis on sampled data, and run training jobs on terabytes of data in AI Platform seamlessly. -
39
Cauliflower
Cauliflower
Whether for a service or a product, whether a snapshot or monitoring over time - Cauliflower processes feedback and comments from various application areas. Using Artificial Intelligence (AI), Cauliflower identifies the most important topics, their relevance, evaluation and relationships. In-house developed machine learning models for the extraction of content and evaluation of sentiment. Intuitive dashboards with filter options and drill-downs. Use included variables for language, weight, ID, time or location. Define your own filter variables in the dropdown. Cauliflower translates the results into a uniform language if required. Define a company-wide language about customer feedback instead of reading it sporadically and quoting individual opinions. -
40
SquareFactory
SquareFactory
End-to-end project, model and hosting management platform, which allows companies to convert data and algorithms into holistic, execution-ready AI-strategies. Build, train and manage models securely with ease. Create products that consume AI models from anywhere, any time. Minimize risks of AI investments, while increasing strategic flexibility. Completely automated model testing, evaluation deployment, scaling and hardware load balancing. From real-time, low-latency, high-throughput inference to batch, long-running inference. Pay-per-second-of-use model, with an SLA, and full governance, monitoring and auditing tools. Intuitive interface that acts as a unified hub for managing projects, creating and visualizing datasets, and training models via collaborative and reproducible workflows. -
41
Pathway
Pathway
Pathway is a Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. Pathway comes with an easy-to-use Python API, allowing you to seamlessly integrate your favorite Python ML libraries. Pathway code is versatile and robust: you can use it in both development and production environments, handling both batch and streaming data effectively. The same code can be used for local development, CI/CD tests, running batch jobs, handling stream replays, and processing data streams. Pathway is powered by a scalable Rust engine based on Differential Dataflow and performs incremental computation. Your Pathway code, despite being written in Python, is run by the Rust engine, enabling multithreading, multiprocessing, and distributed computations. All the pipeline is kept in memory and can be easily deployed with Docker and Kubernetes. -
42
Metacoder
Wazoo Mobile Technologies LLC
Metacoder makes processing data faster and easier. Metacoder gives analysts needed flexibility and tools to facilitate data analysis. Data preparation steps such as cleaning are managed reducing the manual inspection time required before you are up and running. Compared to alternatives, is in good company. Metacoder beats similar companies on price and our management is proactively developing based on our customers' valuable feedback. Metacoder is used primarily to assist predictive analytics professionals in their job. We offer interfaces for database integrations, data cleaning, preprocessing, modeling, and display/interpretation of results. We help organizations distribute their work transparently by enabling model sharing, and we make management of the machine learning pipeline easy to make tweaks. Soon we will be including code free solutions for image, audio, video, and biomedical data.Starting Price: $89 per user/month -
43
Nimbus
Nimbus
Nimbus gives you an AI-driven agent workforce, covering voice calls, SMS, email, and chat, that engages your customers 24/7, automates tasks like lead qualification, appointment setting, client intake and support, and boosts conversion and outreach while reducing operational cost. It lets you build and train agents without code, upload your own knowledge base (PDFs, Word docs, webpages), set guardrails to keep responses accurate and brand-aligned, run AB tests, and preview behaviors before launch. Your agents can carry conversations across channels with full context, hand over to a human seamlessly, speak 40+ languages, and integrate with CRMs like Salesforce and HubSpot. A live dashboard tracks every metric you need, engagement, tasks completed, performance trends, and the system is built for rapid deployment in days, not weeks. -
44
Megaladata
Megaladata
Megaladata is the fastest low-code platform for advanced analytics, enabling business users to design and run end-to-end data workflows—ù, from ETL to ML, without coding or IT support. With visual design tools and ready-made components, it simplifies data integration, cleansing, and deep analysis. The platform supports both self-service and enterprise-grade systems, handling big data with high performance. IT has integrations with more then 50 of the main databases' software and online datasets, other then native compatibility with Micrsoft ecosystem and Python. Available as a desktop, server, or cloud solution, Megaladata is used across industries like banking, retail, logistics, and healthcare. Free, interactive training online courses help users solve real business problems efficiently.Starting Price: Free, Community Edition -
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Build, run and manage AI models, and optimize decisions at scale across any cloud. IBM Watson Studio empowers you to operationalize AI anywhere as part of IBM Cloud Pak® for Data, the IBM data and AI platform. Unite teams, simplify AI lifecycle management and accelerate time to value with an open, flexible multicloud architecture. Automate AI lifecycles with ModelOps pipelines. Speed data science development with AutoAI. Prepare and build models visually and programmatically. Deploy and run models through one-click integration. Promote AI governance with fair, explainable AI. Drive better business outcomes by optimizing decisions. Use open source frameworks like PyTorch, TensorFlow and scikit-learn. Bring together the development tools including popular IDEs, Jupyter notebooks, JupterLab and CLIs — or languages such as Python, R and Scala. IBM Watson Studio helps you build and scale AI with trust and transparency by automating AI lifecycle management.
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Rapidminer
Siemens
Rapidminer is an enterprise AI and analytics solution from Siemens that helps organizations unify data preparation, machine learning, knowledge graphs, generative AI, and agentic AI. It connects siloed data with business context so companies can build, govern, and scale trusted AI solutions. The platform helps organizations uncover hidden insights, modernize existing systems, and automate analytics workflows. Rapidminer can activate dark data from reports and PDFs, support existing SAS language code, and resolve complex questions through unified knowledge graphs. It also provides visual drag-and-drop tools for explainable AI, AutoML, self-service data preparation, and real-time data visualization. With capabilities for AI agents, semantic data modeling, and enterprise automation, Rapidminer helps businesses turn complex data into strategic decisions.Starting Price: Free -
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Baidu AI Cloud Machine Learning (BML), an end-to-end machine learning platform designed for enterprises and AI developers, can accomplish one-stop data pre-processing, model training, and evaluation, and service deployments, among others. The Baidu AI Cloud AI development platform BML is an end-to-end AI development and deployment platform. Based on the BML, users can accomplish the one-stop data pre-processing, model training and evaluation, service deployment, and other works. The platform provides a high-performance cluster training environment, massive algorithm frameworks and model cases, as well as easy-to-operate prediction service tools. Thus, it allows users to focus on the model and algorithm and obtain excellent model and prediction results. The fully hosted interactive programming environment realizes the data processing and code debugging. The CPU instance supports users to install a third-party software library and customize the environment, ensuring flexibility.
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NimbusPost
NimbusPost
NimbusPost creates innovative and advanced solutions to accomplish your business and customer needs. With a single point of contact and a robust lineup of tech-enabled assets, we offer end-to-end solutions to fulfil eCommerce and D2C business needs. Offer same-day deliveries, omnichannel support, and an exceptional shopping experience to stay ahead of the competition. Offer your customers a branded tracking experience and real-time delivery updates to ensure lesser escalations and an upgraded customer experience. Lower your cart abandonment rate and enjoy a higher revenue potential. Experience ease of business through the fastest customs clearance across the world. Leverage AI, ML, automation processes, and the widest courier delivery network across the world to expand your customer reach most profoundly. -
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RTE Runner
Cybersoft North America
It is the artificial intelligence solution to analyze complex data, empower decision making and transform human and industrial productivity. It is the automated machine solution that has the potential to reduce the burden on already overwhelmed teams by automating the main bottlenecks in the data science process. It breaks data silos with the intuitive creation of data pipelines that feed live data into deployed models and then dynamically creates model execution pipelines to obtain real-time predictions on incoming data. It monitors the health of deployed models based on the confidence of predictions to inform model maintenance. -
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Nimbus
Nimbus Intelligence, Inc.
Nimbus is collaborative. It is one platform where your team communicates together, collaborates with AI agents, automates work in loops, and where executives govern and control how AI is used. Communicate: people talk on the work itself, the brief, the files, the decisions, instead of pasting drafts between private chats nobody can reconstruct later. Collaborate: teams and agents work on the same job. Agents help research, draft, and propose next steps. People stay in the room and finish together. Automate: once a job works, it can run as a loop, the same process, again, with people pulled in when a decision is needed. Not a one-off prompt. Work that keeps going. Govern: leaders can see who is using AI, set the rules for what it may do, and keep a named person in control before anything important is committed. Most companies already have AI in personal tools, side experiments, and pilots nobody owns.Starting Price: $99/month
