Top Free Machine Learning Software - Page 4

How Many Machine Learning Software Products Does G2 Track?

Total Products under this Category: 1,247

Category Stats (Nov 2026)

  • Average Rating: 4.34/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Modal Labs (+1.96%) - Among all products in this category, Modal Labs recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank Machine Learning Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 18,200+ Authentic Reviews
  • 1,247+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Machine Learning Software

G2 Grid® for Machine Learning Software plotting products by satisfaction and market presence

Highlighted products: Gemini platform, SAS Viya, IBM watsonx.ai, Azure OpenAI Service, Google Cloud Recommendations AI, Alteryx, Amazon Personalize, and Google Cloud TPU.

Underlying data: [Grid® JSON](https://www.g2.com/categories/machine-learning/grids.json?focus%5B%5D=gemini-platform&focus%5B%5D=sas-sas-viya&focus%5B%5D=ibm-watsonx-ai&focus%5B%5D=azure-openai-service&focus%5B%5D=google-cloud-recommendations-ai&focus%5B%5D=alteryx&focus%5B%5D=amazon-personalize&focus%5B%5D=google-cloud-tpu)

Intelligence Center X AI Studio

Rapidminer AI Studio is a data science tool that anyone can use to design and prototype highly explainable AI and machine learning models that help build trust throughout an organization. Rapidminer AI Studio includes: - Full generative AI functionality with access to hundreds of large language models (LLMs). - Intuitive and powerful drag-and-drop canvases that give users code-like control without complexity. - Award-winning auto ML with automated clustering, predictive modeling, feature engineering, and time series forecasting. - Data connectivity, exploration, and preparation. - Deploy and manage AI projects and models at enterprise scale. - Collaborate with team members in the same environment without having to worry about overwriting each other's work. - Unify the entire data science lifecycle from data exploration and machine learning to model operations and visualization and deploy in the cloud. Rapidminer AI Studio helps users make powerful insights accessible to the entire organization and can scale seamlessly for users and enterprises. Rapidminer AI studio enables organizations to derive significant value from AI with minimal cost and operational impact.

Average Rating: 4.6/5.0

Total Reviews: 511

How Do G2 Users Rate Intelligence Center X AI Studio?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 8.7/10)
  • Ease of Use: 8.8/10 (Category avg: 8.5/10)
  • Quality of Support: 8.5/10 (Category avg: 8.4/10)
  • Ease of Admin: 8.5/10 (Category avg: 8.5/10)

Who Is the Company Behind Intelligence Center X AI Studio?

Who Uses This Product?

  • Who Uses This: Student, Professor
  • Top Industries: Higher Education, Education Management
  • Company Size: 42% Small, 31% Large

What Do G2 Reviewers Say About Intelligence Center X AI Studio?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the user-friendly interface of Intelligence Center X AI Studio, enabling efficient machine learning without coding.
  • Users value the user-friendly machine learning access of Intelligence Center X AI Studio, simplifying model building and deployment.
  • Users appreciate the seamless AI integration of Intelligence Center X AI Studio, enhancing productivity and simplifying workflows.
  • Users benefit from the advanced machine learning and automation capabilities of Intelligence Center X AI Studio, enhancing decision-making.
  • Users value the automation features of Intelligence Center X AI Studio for enhancing efficiency in data processes.
Cons
  • Users find the complexity of the platform challenging, especially with unclear documentation and lack of multilingual support.
  • Users face slow performance and freezing issues when managing large datasets in Intelligence Center X AI Studio.
  • Users experience slow performance and freezing issues, especially when managing large or complex datasets in Intelligence Center X AI Studio.
  • Users find the product complicated and struggle with the lack of support in Japanese, affecting usability.
  • Users find the complexity of usage in Intelligence Center X AI Studio challenging, especially with limited support in Japanese.

What Are Recent G2 Reviews of Intelligence Center X AI Studio?

What Are G2 Users Discussing About Intelligence Center X AI Studio?

JADBio AutoML

JADBio makes it easy and affordable for health-data analysts and life-science professionals to use data science to discover knowledge while reducing time and effort by combining a robust end-to-end machine learning platform with a wealth of capabilities, ranging from smart feature selection to the reuse of predictive models. JADBio’s healthcare purpose-built platform provides leading-edge AI tools and automation capabilities, enabling life-science professionals to build and deploy accurate and explainable predictive models with speed and ease, even if they have no data science expertise. The platform supports preprocessing and imputation of missing values; it selects the features and modeling, tunes for hyper-parameters, and effectively tests thousands of algorithmic configurations to identify the best ones to produce the final ML model. The platform estimates its predictive performance and produces a wealth of visualizations and reports. Customers have the ability to select multiple selected feature subsets that lead to equally predictive models, build their own advanced custom models using JADBio’s extensive content library, or take off the shelf models and customize them as their own. All produced models can be downloaded in executable form, applied to an external validation set, or run manually by feeding-in the observed value of the selected features. JADBio’s library contains thousands of algorithms and pre-built models that can predict common healthcare issues, but also novel features like causal discovery or survival prediction and other time-to-event outcomes. The pre-built elements and AutoML capabilities of JADBio provide a low-code option for health-data scientists, bioinformaticians, and organizations without internal data science expertise to analyze their health data easily and affordably. Meanwhile, the JADBio REST API allows for advanced users to leverage JADBio’s capabilities in their own applications or to automate their workflows and processes. By providing an end-to-end platform purpose-built for life-scientists, backed by research and development in Europe’s largest research centers, we allow customers to utilize their ever-growing biomedical data and put them into production within minutes.

Average Rating: 5.0/5.0

Total Reviews: 4

How Do G2 Users Rate JADBio AutoML?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 8.7/10)
  • Ease of Use: 8.8/10 (Category avg: 8.5/10)
  • Quality of Support: 9.6/10 (Category avg: 8.4/10)
  • Ease of Admin: 10.0/10 (Category avg: 8.5/10)

Who Is the Company Behind JADBio AutoML?

  • Seller: GnosisDA
  • Year Founded: 2013
  • HQ Location: Los Angeles, US
  • LinkedIn® Page: www.linkedin.com
    9 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 60% Medium, 40% Small

What Are Recent G2 Reviews of JADBio AutoML?

What Are G2 Users Discussing About JADBio AutoML?

KnowledgeLake

Free up employees so they can be more productive Enable your teams to work faster and more efficiently with the KnowledgeLake platform-the only end-to-end solution for document processing that is fully cloud-native. KnowledgeLake combines intelligent document capture and robotic process automation (RPA) to increase your organization's productivity. With an easy-to-use interface and industry-leading security, your content is always accessible and always secure. Break down the siloes holding you back-manage your content with KnowledgeLake.

Average Rating: 4.6/5.0

Total Reviews: 7

How Do G2 Users Rate KnowledgeLake?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 8.7/10)
  • Ease of Use: 8.0/10 (Category avg: 8.5/10)
  • Quality of Support: 9.6/10 (Category avg: 8.4/10)
  • Ease of Admin: 6.7/10 (Category avg: 8.5/10)

Who Is the Company Behind KnowledgeLake?

  • Seller: KnowledgeLake
  • Company Website:
  • Year Founded: 1999
  • HQ Location: Saint Louis, US
  • LinkedIn® Page: www.linkedin.com
    79 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 57% Medium, 29% Large

What Do G2 Reviewers Say About KnowledgeLake?

AI-generated summary from verified user reviews

Pros
  • Users commend the exceptional customer support of KnowledgeLake, quickly resolving issues with expert assistance.
  • Users value Knowledgelake's intuitive AI tools for fast and accurate data extraction from diverse documents.
  • Users value the highly configurable customization of KnowledgeLake, enabling tailored processes to meet diverse business needs.
  • Users find Knowledgelake's document processing capabilities essential for efficient management across various departments and applications.
  • Users value the easy access of KnowledgeLake, enabling efficient processing and adaptability for diverse document needs.
Cons
  • Users face challenges with data management issues, finding some solutions opaque and difficult to understand.
  • Users find limited access to solutions frustrating, as transparency and understanding are often lacking in KnowledgeLake.
  • Users find the outdated interface of KnowledgeLake confusing and lacking transparency, complicating the overall user experience.
  • Users face a poor understanding of KnowledgeLake's solutions, finding them complex and lacking transparency.
  • Users find that technical expertise is required for KnowledgeLake, making some solutions difficult to understand and access.

What Are Recent G2 Reviews of KnowledgeLake?

What Are G2 Users Discussing About KnowledgeLake?

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Connect G2 to Claude or ChatGPT for answers grounded in G2's trusted reviews, comparisons, and pricing from real user insights.

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Modzy

Modzy accelerates the deployment, integration, and governance of production-ready AI. With integrations for the leading data science and DevOps tools, teams count on Modzy to quickly and easily build AI-enabled applications in a standard, repeatable, and secure way. By leveraging Modzy as a central location for monitoring all AI across the enterprise or at the edge, leaders can establish governance and security while generating higher returns from AI: 🚀 Get your AI initiatives to market faster by launching new models in minutes, not months 💰 Cut your AI cloud costs by right-sizing your AI hardware footprint 🛡️ Protect your AI models from cyber threats and sophisticated adversarial attacks ☁️ Stop slow, expensive data transfers by running your AI workloads anywhere: In the cloud, at the data center, or at the edge Modzy was founded in 2019 with a clear purpose: Build a world where people and machines working together—outperform either working alone.​ Our company, based in Vienna, VA, serves fortune 500 customers in energy and utilities, telecom, manufacturing, life sciences, and the public sector.

Who Is the Company Behind Modzy?

Neural Designer

Neural Designer is a powerful software tool for developing and deploying machine learning models. It provides a user-friendly interface that allows users to build, train, and evaluate neural networks without requiring extensive programming knowledge. With a wide range of features and algorithms, Neural Designer simplifies the entire machine learning workflow, from data preprocessing to model optimization. In addition, it supports various data types, including numerical, categorical, and text, making it versatile for domains. Additionally, Neural Designer offers automatic model selection and hyperparameter optimization, enabling users to find the best model for their data with minimal effort. Finally, its intuitive visualizations and comprehensive reports facilitate interpreting and understanding the model's performance. Whether you are a beginner or an experienced data scientist, Neural Designer accelerates the development of accurate and efficient machine learning models.

Average Rating: 4.4/5.0

Total Reviews: 6

How Do G2 Users Rate Neural Designer?

  • Ease of Use: 9.2/10 (Category avg: 8.5/10)
  • Quality of Support: 8.6/10 (Category avg: 8.4/10)

Who Is the Company Behind Neural Designer?

  • Seller: Artelnics
  • Year Founded: 2014
  • HQ Location: Villamayor, ES
  • LinkedIn® Page: www.linkedin.com
    9 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Small, 33% Medium

What Are Recent G2 Reviews of Neural Designer?

What Are G2 Users Discussing About Neural Designer?

Ollang

Unleash the power of multilingual communication with cutting-edge AI. Ollang revolutionizes translation, localization, and global expansion through advanced language models. Trusted by global businesses and creative teams alike, Ollang delivers natural, fluent language solutions and strategic plans that transcend cultural boundaries.

Who Is the Company Behind Ollang?

  • Seller: Ollang
  • Year Founded: 2020
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    255 employees on LinkedIn®

Oryx

Onyx is a framework for building applications that includes packaged, end-to-end applications for collaborative filtering, classification, regression and clustering.

Who Is the Company Behind Oryx?

Who Uses This Product?

  • Company Size: 100% Medium

Picsellia

Picsellia provides an entire AI development stack optimized for images: it covers every step needed to deploy a Computer vision model in production. Users can structure, operate, and improve their AI models directly on the platform. >>> Our Mission <<< We strive to help technical teams to upgrade their CV models into CV pipelines by providing a complete MLOps platform crafted exclusively for Computer Vision projects. Our philosophy is to constantly improve our product to fulfil our customers’ needs. >>> Picsellia's Key Features <<< - Data Management Store, search, filter, and annotate your data in one single place. Picsellia’s centralized and intuitive labeling inter-face lets your teams annotate simultaneously. - Experiment Tracking Track and compare your experiments and find your best-performing model. Once that's done, Picsellia will help you find the best hyperparameter combination to optimize your model performance. - Processings Perform tasks such as Data Augmentation directly on the platform. Automate your processes and launch them at the time you want and on the data you want. - Model Deployment Deploy your models in production in just one minute, with or without a server. You will have a scalable and serverless API endpoint! - Model Monitoring Monitor your model performance in real-time. Identify and fix potential failure cases, before your clients experience them. Set up alerts. - Automated Pipelines Turn your CV lifecycle into a workflow. Directly visualize and review your predictions to improve your training data and boost your models' efficiency. >>> It follows your business' needs <<< Picsellia is designed to be as extensible as it can be, our customers are not stuck with our products as we provide an open environment. It promotes collaboration, reduces failure rates, and scales with your business.

Average Rating: 4.0/5.0

Total Reviews: 2

How Do G2 Users Rate Picsellia?

  • Ease of Use: 5.0/10 (Category avg: 8.5/10)
  • Quality of Support: 6.7/10 (Category avg: 8.4/10)

Who Is the Company Behind Picsellia?

Who Uses This Product?

  • Company Size: 50% Large, 50% Small

What Are Recent G2 Reviews of Picsellia?

PriceEasy

PriceEasy is an AI-powered retail intelligence and dynamic pricing platform designed to help fuel, convenience, and multi-site retailers optimize pricing, site selection, and in-store performance using real-time market data. It combines competitor price monitoring, external data, and machine learning to give operators a unified view of market trends, customer behavior, and competitive dynamics. It enables chains to manage and update thousands of SKUs through AI-driven pricebook workflows while simulating demand and margin outcomes before publishing price changes. It continuously tracks millions of products across hundreds of thousands of retail locations, allowing businesses to react quickly to competitor moves and market shifts. PriceEasy also provides zone-based pricing and elasticity insights so retailers can tailor pricing by location and understand customer price sensitivity.

Who Is the Company Behind PriceEasy?

Qubole

Qubole is the open data lake company that provides a simple and secure data lake platform for machine learning, streaming, and ad-hoc analytics. No other platform provides the openness and data workload flexibility of Qubole while radically accelerating data lake adoption, reducing time to value, and lowering cloud data lake costs by 50 percent. Qubole’s Platform provides end-to-end data lake services such as cloud infrastructure management, data management, continuous data engineering, analytics, and machine learning with near-zero administration. Qubole is trusted by leading brands such as Expedia, Disney, Oracle, Gannett and Adobe to spur innovation and to transform their businesses for the era of big data. For more information, visit us at www.qubole.com.

Average Rating: 4.0/5.0

Total Reviews: 237

How Do G2 Users Rate Qubole?

  • Has the product been a good partner in doing business?: 8.1/10 (Category avg: 8.7/10)
  • Ease of Use: 7.8/10 (Category avg: 8.5/10)
  • Quality of Support: 7.9/10 (Category avg: 8.4/10)
  • Ease of Admin: 7.6/10 (Category avg: 8.5/10)

Who Is the Company Behind Qubole?

  • Seller: Qubole
  • Year Founded: 2011
  • HQ Location: Santa Clara, CA
  • LinkedIn® Page: www.linkedin.com
    23 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Data Scientist
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 51% Large, 44% Medium

What Are Recent G2 Reviews of Qubole?

What Are G2 Users Discussing About Qubole?

Rapidminer SLC

Are SAS Language Programs Mission Critical for Your Business? Many organizations have developed SAS language programs over the years that are vital to their operations. IT and analytics managers are also under pressure to reduce costs and find alternatives for handling their SAS language requirements. Rapidminer SLC runs programs written with SAS language syntax without translation and without licensing other third-party products. Rapidminer SLC is built to handle high levels of throughput and reduces clients’ capital costs and operating expenses. Multi Language, Multi-Platform Solution Rapidminer SLC handles programs, workflows, and models that combine the SAS language and the SQL, Python, and R languages. Its built-in SAS language compiler runs SQL and SAS language code and utilizes Python and R compilers to run Python and R code and exchange Pandas and R data frames. Working on IBM mainframes and in the cloud, as well as on servers and workstations running a host of operating systems, Rapidminer SLC supports remote job submissions and can exchange data between mainframe, cloud, and on-premises installations. Feature-Rich SAS Language Support In addition, Rapidminer SLC doesn’t require any third-party middleware to process applications that contain the SAS language. Rapidminer SLC’s built-in SAS language compiler supports SAS language and macro syntax, and includes procedure support for statistics, time series analytics, operational research, machine learning, matrix manipulation, graphing, and output delivery. Additionally, users can use Rapidminer SLC in batch or standalone mode to execute programs and models or use it with Rapidminer Analytics Workbench, a GUI/IDE that provides both no-code (workflow) and code facilities to create, maintain, and execute programs and models and interactively explore their outputs.

Average Rating: 4.1/5.0

Total Reviews: 12

How Do G2 Users Rate Rapidminer SLC?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 8.7/10)
  • Ease of Use: 8.0/10 (Category avg: 8.5/10)
  • Quality of Support: 7.4/10 (Category avg: 8.4/10)
  • Ease of Admin: 10.0/10 (Category avg: 8.5/10)

Who Is the Company Behind Rapidminer SLC?

Who Uses This Product?

  • Company Size: 75% Small, 17% Medium

What Do G2 Reviewers Say About Rapidminer SLC?

AI-generated summary from verified user reviews

Pros
  • Users enjoy the smooth big data handling of Rapidminer SLC, transforming messy data into valuable insights effortlessly.
  • Users commend the responsive customer support of Rapidminer SLC, appreciating quick resolutions to their queries.
  • Users value the smooth data import process of Rapidminer SLC, allowing seamless connectivity and transformation of messy data.
  • Users commend the ease of installation for Rapidminer SLC, facilitating quick access to its features.
  • Users find the ease of use in Rapidminer SLC familiar and intuitive, enhancing their experience with analytics.
Cons
  • Users find the complexity of finding specific information challenging due to overwhelming search results and Python integration.
  • Users find the limited features of Rapidminer SLC restrict functionality compared to SAS software, impacting their experience.
  • Users find the help resources inadequate, making it difficult to identify missing functionalities in Rapidminer SLC.
  • Users face a steep learning curve in finding specific solutions for Rapidminer SLC and Altair Analytics Workbench online.
  • Users find Rapidminer SLC not user-friendly, struggling with difficult navigation and overwhelming search results.

What Are Recent G2 Reviews of Rapidminer SLC?

Safari AI

Safari AI is a Miami-based Vision AI platform founded in 2018 and venture-backed by General Catalyst and Initialized Capital. Formerly known as curbFlow, the company rebranded to reflect its expanded focus on physical operations intelligence across enterprise verticals. Today, Safari AI serves global enterprise clients across industries including theme parks and attractions, quick-service restaurants (QSR), live venues, retail, commercial real estate, logistics, and manufacturing. Safari AI is a computer vision and machine learning platform that connects to a customer's existing IP camera infrastructure to automatically measure, analyze and automate action in physical operations in real time. The platform's proprietary AI data engine ingests live video feeds and uses object detection and behavioral recognition models to generate operational metrics including pedestrian and vehicle counts, throughput rates, live wait times, staff engagement scores, asset utilization heatmaps, vehicle classification, and license plate recognition. These measurements are delivered through real-time dashboards, automated alerts, and Safari Scores, a proprietary benchmark that enables operators to track and act on operational performance without manual observation or added headcount. Safari AI solves the problem of unmeasured physical operations: the inability of enterprise operators to reliably quantify what is happening inside their facilities in real time. By digitizing physical activity through existing camera networks, Safari AI enables operators to improve speed of service, optimize staffing, reduce operational waste, and make data-driven decisions that increase revenue and reduce costs. Customers including Legoland (Merlin Entertainments), Brightline, the Charlotte Hornets, Calgary Flames, Anakeesta, and JBG Smith (Amazon HQ2 landlord) have used Safari AI to achieve 20%+ productivity gains and actionable operational insights across their physical locations, all without requiring new camera hardware or additional staff.

Who Is the Company Behind Safari AI?

SAP Business Technology Platform

SAP Business Technology Platform (SAP BTP) is a multi-cloud platform-as-a-Service optimized to work with SAP solutions. It is a unified platform of technologies SAP uses for its own innovation, to extend and integrate business applications, and to infuse artificial intelligence and context-aware business data. SAP BTP brings together intelligent enterprise applications with database and data management, analytics, integration and extension capabilities into one platform for both cloud and hybrid environments, including hundreds of prebuilt business content and integrations for faster time-to-value. It can be used to create personalized experiences across business processes, build applications, analytics, and integrations faster, and to run mission-critical innovation confidently on major cloud providers' infrastructure fully managed by SAP. SAP BTP offers a range of capabilities and services that: - offers fit-for-purpose tools and services that are optimized for SAP applications along with composable bespoke business processes - provides an open environment with pre-built connectors to 3rd party apps and the availability to run on leading hyperscaler IaaS Clouds (AWS, Azure, GCP, etc.) connects AI & ML into business processes to enhance intelligence, automation, and productivity - delivers security and improved insights by keeping contextual data close to core business processes and applications - enables future-proofing by keeping core systems clean, greatly reducing technical debt to take advantage of cloud economics

Average Rating: 4.4/5.0

Total Reviews: 397

How Do G2 Users Rate SAP Business Technology Platform?

  • Has the product been a good partner in doing business?: 8.6/10 (Category avg: 8.7/10)
  • Ease of Use: 8.2/10 (Category avg: 8.5/10)
  • Quality of Support: 8.5/10 (Category avg: 8.4/10)
  • Ease of Admin: 8.0/10 (Category avg: 8.5/10)

Who Is the Company Behind SAP Business Technology Platform?

  • Seller: SAP
  • Year Founded: 1972
  • HQ Location: Walldorf
  • LinkedIn® Page: www.linkedin.com
    149,349 employees on LinkedIn®
  • Ownership: NYSE:SAP
  • Phone: +1 (800) 872-1727

Who Uses This Product?

  • Who Uses This: Software Engineer, System Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 39% Large, 36% Medium

What Do G2 Reviewers Say About SAP Business Technology Platform?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of SAP Business Technology Platform for its integration and streamlined operations.
  • Users appreciate the seamless integrations offered by SAP Business Technology Platform, enhancing efficiency and simplifying their workflows.
  • Users value the easy integrations of SAP Business Technology Platform, streamlining workflows and enhancing productivity significantly.
  • Users value the accelerated integration and innovation SAP BTP offers, making it a vital tool for modern businesses.
  • Users value the unified platform of SAP Business Technology Platform for seamless integration and efficient data management.
Cons
  • Users find the steep learning curve challenging, especially for those lacking prior experience, complicating the initial setup.
  • Users experience a steep learning curve and complexity that can hinder initial use and navigation of SAP BTP.
  • Users find the high costs of SAP Business Technology Platform to be a significant drawback of the overall experience.
  • Users struggle with the steep learning curve of SAP Business Technology Platform, complicating initial setup and usage.
  • Users often find the difficult learning curve of SAP BTP to be a significant barrier for newcomers.

What Are Recent G2 Reviews of SAP Business Technology Platform?

What Are G2 Users Discussing About SAP Business Technology Platform?

Slicker

Slicker is an AI payment recovery platform that helps subscription businesses stop losing revenue to failed payments. For every failed payment, Slicker decides whether to retry, when to retry and how much to retry, using an ensemble of machine learning models trained on network-level messages, gateway error codes and customer behavioral signals. When a retry can't fix the problem, Slicker sends hyper-personalized dunning emails from your own domain. Each email is tailored to the failure reason, such as an expired card in the US, a failed direct debit in the UK or a cancelled PayPal mandate in Germany. Slicker integrates with Stripe Billing, Chargebee, Recurly, Zuora, Recharge and in-house billing, and with payment providers including Stripe, Braintree, Adyen, Checkout.com, PayPal, Worldpay, Cybersource and Authorize.net. There's no engineering work on supported billing platforms. Recoveries run through your existing rails, starting on a slice of traffic you choose. Every customer starts with a clinical-grade AABB test that compares Slicker with their current setup on a 50/50 traffic split. If Slicker doesn't outperform with statistical significance, you don't pay. Customers typically see a 20% uplift in recovery rate, and Slicker has recovered more than 1M failed payments.

Who Is the Company Behind Slicker?

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated April 9, 2026