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Machine Learning Software with Collaboration Tools (2026) - Page 3

Last updated: March 2026

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82 software options

Qubole Data Service logo

Big-data-as-a-service provider

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Qubole provides a managed Big Data service that makes it simple to prepare, integrate and explore Big Data in the cloud. It is trusted by the largest brands in social media, online advertising, gaming and other data-intensive companies such as Pinterest, Quora, MediaMath and TubeMogul.

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Qloo logo

Cloud-based AI personalization tool for consumer preferences

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Qloo is a cloud-based AI platform that helps businesses predict and personalize customer preferences and maintain data privacy.

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Zerve logo

Platform for managing data science and AI/ML development

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Zerve is the agentic data workspace designed for anyone who works with data, from solo analysts, data scientists, business users and teams alike. Zerve brings together exploration, advanced analysis, collaboration, and production deployment into a single AI-native environment.

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Domino Enterprise MLOps Platform logo

Empower efficient, responsible AI data science.

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Domino Enterprise AI Platform is an AI platform that centralizes data science and AI work for collaboratively building, deploying, and managing ML models more efficiently and responsibly. It provides an open and extensible ecosystem of tools and infrastructure to support existing stacks while being future-proof.

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Seebo logo

Predict and prevent losses in production yield and quality.

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Seebo is a pioneer in process-based Industrial AI, with solutions to predict and prevent process inefficiencies that damage production yield and quality.

Customers use Seebo solutions to know exactly when and why these process inefficiencies will happen. And how to prevent them from happening.

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Edge Delta logo

Automated Observability

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Edge Delta is a new way to do observability. We process your data as it's created and give you the freedom to route it anywhere. Make observability costs predictable, surface the most useful insights, and shape your data however you need.

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Aware logo

Enterprise Collaboration Security, Compliance, and Insights

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Aware is a data governance, data loss prevention, and intelligence application for businesses in all industry sectors. Key features include policy creation, metadata extractions, data captures & transfers, OCR, integrations, reporting & collaboration tools, search & filters, archiving, and more.

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Label Studio Enterprise logo

Data-centric AI with HumanSignal

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HumanSignal offers a comprehensive data labeling platform trusted by over 250,000 data scientists and annotators. With advanced automation and human supervision, it enables businesses to fine-tune AI models, curate high-impact data, accelerate labeling tasks, and improve data quality and model performance. Unlock the full potential of data-centric AI with HumanSignal.

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OpenText Analytics Cloud logo

Data visualization and analysis solution for business

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OpenText Magellan is a fully integrated AI & Analytics platform that empowers data scientists to create and share machine learning models across the organization, and business users to leverage these machine learning in their analysis of Big Data and Big Content.

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cnvrg.io logo

AI operating system to manage machine learning lifecycles

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cnvrg.io is a data science platform, which helps businesses across industries including finance, healthcare, media, IT, aerospace, and automobile build, automate, and manage the entire machine learning (ML) lifecycle, from research to deployment

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Mona logo

Intelligent monitoring for AI

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Mona is the leading monitoring solution that helps businesses avoid any associated risks with business KPIs, provides confidence in model performance, & saves precious work hours for your data teams. Mona was recognized by Gartner in the 2021 Cool Vendors in Enterprise AI Operationalization Report.

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Kili logo

Training data platform for enterprise AI

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Kili is a training data platform designed to help businesses in banking, manufacturing, and healthcare industries streamline the entire training process for artificial intelligence (AI) and machine learning models, from connecting with raw data sources to preparing models, processing information, and training. The platform enables organizations to handle multiple machine learning projects and process videos, images, text, and other types of data.

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UBIAI logo

Label data fast & efficiently

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UBIAI is a text annotation tool that help businesses label training data and fine-tune machine learning models. With UBIAI's OCR feature, you can automate document processing for documents like Invoices, Bill of ladings, Mortgages and more.

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UBIAI logo

Label data fast & efficiently

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UBIAI is a text annotation tool that help businesses label training data and fine-tune machine learning models. With UBIAI's OCR feature, you can automate document processing for documents like Invoices, Bill of ladings, Mortgages and more.

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Zoho DataPrep logo

AI-powered no-code ETL Data Preparation platform

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Zoho DataPrep boosts ML by automating data cleaning, feature engineering & enrichment, ensuring high-quality input for accurate model.

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insmartbot logo

Serve your customers on all channels with AI.

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Apply cognitive technology to customer service processes. Provide decisive communication channels simultaneously and independently 24/7 at each point of contact, wherever your customers are.

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Nyckel logo
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Cloud-based image and text classification software

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Nyckel is a cloud-based platform for image and text classification that helps users train and iterate on their own rules and data for tagging images rather than relying on static models. By connecting Nyckel to the workflow using their Classification API, users can simply send an image or text request, and Nyckel will provide them with the corresponding label and confidence level.

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Rudol logo
(0)

Reliable Data Quality for your Company

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- Unified Catalog, make all your data accesible
- Automatic Validation of your Business Rules
- Find Anomalies using our Propietary AI
- Notify your team members automatically, in Slack or Microsoft Teams
- Trace data's journey with Lineage analysis
- Google Chrome extension

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DISQOVER logo
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Life sciences knowledge discovery platform

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DISQOVER is a knowledge discovery platform developed for the life sciences industry. Using knowledge graph and semantic technologies, DISQOVER integrates siloed data to support organizations in accelerating their drug development activities.

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papAI logo
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papAI studio

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papAI studio makes AI ethical, financially accessible and technically exploitable to all companies wishing to improve their ROI through the use of data.

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Scribble Data Enrich logo
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Build data products at the speed of ideas

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Scribble Data's Enrich platform allows you quickly transform raw data into outcome-oriented low-code data products. Its Hasper LLM-based engine helps generates proactive recommendations and bridges the gap between Generative AI, ML, and Advanced Analytics with context, and unmatched security.

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Levity logo
(0)

Artificial intelligence, machine learning, automation

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Levity facilitates process automation with the help of artificial intelligence and machine learning. The platform is specifically designed for time-consuming tasks that require manual labor, such as categorizing digital data.

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Qwak logo
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Where ML turns from fiction to reality.

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Qwak is the first platform that contains everything you need in order to turn ML code to well engineered products.
Qwak products:
ML Build system, Serving, Qwak Lake, Feature store & Automation

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MindsDB logo
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Making Enterprise Data Intelligent and Responsive for AI

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MindsDB is the only AGI data solution that connects and unifies petabyte scale enterprise data, enabling enterprise-wide informed decision-making in real-time.

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Reltio Cloud logo
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Web-based information governance and data management system

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Reltio Cloud is a web-based master data management service that serves companies of all sizes in the insurance, healthcare, retail, tech, finance, and travel sectors. Key features include data blending, visualization, capturing, transferring, high-volume data processing, and predictive analysis.

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