Best AI Data Analytics Tools for Amazon S3

Compare the Top AI Data Analytics Tools that integrate with Amazon S3 as of October 2025

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This a list of AI Data Analytics tools that integrate with Amazon S3. Use the filters on the left to add additional filters for products that have integrations with Amazon S3. View the products that work with Amazon S3 in the table below.

What are AI Data Analytics Tools for Amazon S3?

AI data analytics tools are AI-powered software tools designed to analyze large datasets and identify patterns. They can be used for a wide range of tasks such as predicting customer demand, detecting fraud, or spotting trends in sales data.These tools typically use machine learning algorithms that enable them to adjust their predictions and recommendations over time.They also tend to be integrated with common business systems such as ERP or CRM software. Compare and read user reviews of the best AI Data Analytics tools for Amazon S3 currently available using the table below. This list is updated regularly.

1

DataBuck

FirstEigen

DataBuck is an AI-powered data validation platform that automates risk detection across dynamic, high-volume, and evolving data environments. DataBuck empowers your teams to: ✅ Enhance trust in analytics and reports, ensuring they are built on accurate and reliable data. ✅ Reduce maintenance costs by minimizing manual intervention. ✅ Scale operations 10x faster compared to traditional tools, enabling seamless adaptability in ever-changing data ecosystems. By proactively addressing system risks and improving data accuracy, DataBuck ensures your decision-making is driven by dependable insights. Proudly recognized in Gartner’s 2024 Market Guide for #DataObservability, DataBuck goes beyond traditional observability practices with its AI/ML innovations to deliver autonomous Data Trustability—empowering you to lead with confidence in today’s data-driven world.

6 Ratings

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2

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 connection

Starting Price: Free

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3

Microsoft Fabric

Microsoft

Reshape how everyone accesses, manages, and acts on data and insights by connecting every data source and analytics service together—on a single, AI-powered platform. All your data. All your teams. All in one place. Establish an open and lake-centric hub that helps data engineers connect and curate data from different sources—eliminating sprawl and creating custom views for everyone. Accelerate analysis by developing AI models on a single foundation without data movement—reducing the time data scientists need to deliver value. Innovate faster by helping every person in your organization act on insights from within Microsoft 365 apps, such as Microsoft Excel and Microsoft Teams. Responsibly connect people and data using an open and scalable solution that gives data stewards additional control with built-in security, governance, and compliance.

Starting Price: $156.334/month/2CU

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4

Velvet

Velvet

Capture real-time data from your database, 3rd-party tools, and events. Get an analytics database per workspace and a table per source. Write complex queries using AI and save them as API endpoints. Track movement over time or leverage queries directly in your product. Spend more time building features and less time building reports. Use Velvet to facilitate a faster product development workflow. Build AI-assisted visualizations to track movement over time. Target features at subsets of users or surface data in your product. Ingest any data source and query across tables in milliseconds. Use Velvet as your daily sidekick to uncover data insights, keep internal stakeholders aligned, and build new features using shared building blocks.

Starting Price: $39 per month

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5

DataLab

DataLab

From CSV files and Google Sheets, data to Snowflake and BigQuery, DataLab seamlessly and securely connects to all of your data sources. DataLab’s AI Assistant scans the structure of your data, analyzes your previous activity, and leverages industry best practices to answer your questions with best-in-class accuracy. To ensure that you can fully trust the insights you’re uncovering, DataLab’s AI Assistant writes and runs code that you can seamlessly review, tweak, and share. Share work insights without exposing credentials or sensitive information. All data is encrypted at rest and in transit. Enjoy single sign-on via SAML or OIDC connections and sync your directory. Decide which users can take which actions within DataLab, and can access which workbooks and data assets. Our mission is to democratize data and AI skills for everyone. Companies and teams of every size use DataCamp to close their skill gaps and make better data-driven decisions.

Starting Price: $4.92 per month

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6

5X

5X

5X is an all-in-one data platform that provides everything you need to centralize, clean, model, and analyze your data. Designed to simplify data management, 5X offers seamless integration with over 500 data sources, ensuring uninterrupted data movement across all your systems with pre-built and custom connectors. The platform encompasses ingestion, warehousing, modeling, orchestration, and business intelligence, all rendered in an easy-to-use interface. 5X supports various data movements, including SaaS apps, databases, ERPs, and files, automatically and securely transferring data to data warehouses and lakes. With enterprise-grade security, 5X encrypts data at the source, identifying personally identifiable information and encrypting data at a column level. The platform is designed to reduce the total cost of ownership by 30% compared to building your own platform, enhancing productivity with a single interface to build end-to-end data pipelines.

Starting Price: $350 per month

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7

Alteryx

Alteryx

Step into a new era of analytics with the Alteryx AI Platform. Empower your organization with automated data preparation, AI-powered analytics, and approachable machine learning — all with embedded governance and security. Welcome to the future of data-driven decisions for every user, every team, every step of the way. Empower your teams with an easy, intuitive user experience allowing everyone to create analytic solutions that improve productivity, efficiency, and the bottom line. Build an analytics culture with an end-to-end cloud analytics platform and transform data into insights with self-service data prep, machine learning, and AI-generated insights. Reduce risk and ensure your data is fully protected with the latest security standards and certifications. Connect to your data and applications with open API standards.

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8

Amazon QuickSight

Amazon

Amazon QuickSight allows everyone in your organization to understand your data by asking questions in natural language, exploring through interactive dashboards, or automatically looking for patterns and outliers powered by machine learning. QuickSight powers millions of dashboard views weekly for customers such as the NFL, Expedia, Volvo, Thomson Reuters, Best Western and Comcast, allowing their end-users to make better data-driven decisions. Ask conversational questions of your data and use Q’s ML-powered engine to receive relevant visualizations without the time-consuming data preparation from authors and admins. Discover hidden insights from your data, perform accurate forecasting and what-if analysis, or add easy-to-understand natural language narratives to dashboards by leveraging AWS' expertise in machine learning. Easily embed interactive visualizations and dashboards, sophisticated dashboard authoring, or natural language query capabilities in your applications.

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9

Breadcrumb.ai

Breadcrumb.ai

Get facts in real-time with AI generative dashboards. Offload the work of combining multiple data sources, modeling, and calculating to Breadcrumb’s 100% accurate AI. Master the narrative with AI-assisted data presentation. Transform insights into slides and reports that you can use on a Zoom call, customized to your brand and audience. Traditional BI dashboards are of the past. Go from servicing one client with an interactive dashboard to serving all of your clients in the same amount of time. Breadcrumb empowers your audience to go from big picture to detail with a click of a button. Breadcrumb is a web application accessible in any browser. Upload spreadsheets and connect applications that have your data and our AI will analyze and recommend insights. You can then explore more insights by speaking to your data in plain language or generating shareable reports and dashboards.

Starting Price: $8 per month

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10

Airfold

Airfold

Use Airfold to build faster in the world of AI by eliminating data silos and simplifying architectures, enabling your organization to move at the scale and speed you need, all in one new platform. Existing solutions aren't designed for the new AI era. Use Airfold to break silos, reduce costs, and build faster than anything you've seen before. Use generative AI to build more intelligent applications, faster. No more juggling a dozen tools and scripts, it's all included. Empower everyone in your organization to discover critical insights from your data using natural language. Boost efficiency by using AI to simplify your data processes in ways that weren't possible before. Turn text data, documents, images, and transcripts into actionable insights by having AI categorize each row based on what you need. Eliminate manual workflows by automatically generating insights across millions of rows.

Starting Price: $2,000 per month

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11

Fluent

Fluent

Self-serve your company's data insights with AI. Fluent is your AI data analyst, it helps you explore your data and uncover the questions you should be asking. No complicated UI and no learning curve; just type in your question and Fluent will do the rest. Fluent works with you to clarify your question, so you can get the insight you need. With Fluent, you can uncover the questions you should be asking to get more out of your data. Fluent lets you build a shared understanding of your data, with real-time collaboration and a shared data dictionary. No more silos, no more confusion, and no more disagreements on how to define revenue. Fluent integrates with Slack and Teams, so you can get data insights without leaving your chat. Fluent gives verifiable output with a visual display of the exact SQL journey and AI logic for each query. Curate tailored datasets with clear usage guidelines and quality control, enhancing data integrity and access management.

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12

paretos

paretos

Paretos is the leading AI-based decision-intelligence software for optimized decision-making processes. With paretos, businesses can identify, plan, execute, and track business potentials through automated processes across the entire organization. Our cloud-based decision intelligence platform makes complex data analysis as easily accessible as an email program. Forget complicated AI applications: your data can be quickly and risk-free connected, and the output will be visualized in a user-friendly dashboard. Our software supports you by providing practical feedback and actionable recommendations to improve the quality of your data and your output. Identify all factors that influence your decisions and obtain only the truly optimal solutions based on comparable trade-offs. Paretos automatically sets the required input parameters. From now on, our algorithm runs 24/7 and automatically adjusts your input as needed.

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13

Observo AI

Observo AI

Observo AI is an AI-native data pipeline platform designed to address the challenges of managing vast amounts of telemetry data in security and DevOps operations. By leveraging machine learning and agentic AI, Observo AI automates data optimization, enabling enterprises to process AI-generated data more efficiently, securely, and cost-effectively. It reduces data processing costs by over 50% and accelerates incident response times by more than 40%. Observo AI's features include intelligent data deduplication and compression, real-time anomaly detection, and dynamic data routing to appropriate storage or analysis tools. It also enriches data streams with contextual information to enhance threat detection accuracy while minimizing false positives. Observo AI offers a searchable cloud data lake for efficient data storage and retrieval.

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14

impaction.ai

Coxwave

Discover. Analyze. Optimize. Use [impaction.ai]'s intuitive semantic search to effortlessly sift through conversational data. Just type 'find me conversations where...' and let our engine do the rest. Meet Columbus, your intelligent data co-pilot. Columbus analyzes conversations, highlights key trends, and even recommends which dialogues deserve your attention. Armed with these insights, take data-driven actions to enhance user engagement and build a smarter, more responsive AI product. Columbus not only tells you what's happening but also suggests how to make it better.

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15

Align AI

Coxwave

Discover. Analyze. Optimize. Use Align AI's intuitive semantic search to effortlessly sift through conversational data. Just type 'find me conversations where...' and let our engine do the rest. Meet Columbus, your intelligent data co-pilot. Columbus analyzes conversations, highlights key trends, and even recommends which dialogues deserve your attention. Armed with these insights, take data-driven actions to enhance user engagement and build a smarter, more responsive AI product. Columbus not only tells you what's happening but also suggests how to make it better.

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