Data Lake Automation
The best 50 Data Lake Automation AI tools - Free & Paid
Explore 50 AI for Data Lake Automation
AI and data analytics platform delivering end‑to‑end solutions across multiple sectors. It accelerates experimentation to production, supports data engineering, MLOps, LLMOps, and digital engineering, integrating Databricks, Snowflake, and Google Cloud to shorten insight‑to‑action time and boost eff
Subscription
Lume automates end‑to‑end integration for software teams, discovering schemas and proposing mappings across ERPs, databases, APIs, and flat files. It generates production‑ready dbt models, SQL, and quality rules deployable to Snowflake or BigQuery, shortening cycles and improving data quality.
Free
DataCamp provides interactive courses, hands-on projects, and role-based career and skill tracks for data science, ML, and AI. It covers Python, R, SQL, cloud platforms, LLMs, and MLOps, plus team analytics and customizable learning paths.
Freemium
Durable turns plain‑English requirements into production‑ready code, automatically generating, testing, and deploying workflows across Salesforce, Snowflake, HubSpot, Google Workspace, and 50+ APIs. One‑click deployment, continuous monitoring, isolated containers, SOC 2 compliance, and audit‑ready s
Subscription
DataRobot is an enterprise agent workforce platform for building, deploying, and governing production-grade AI agents across on-prem, hybrid, and cross-cloud environments, offering blueprints, integrations, compute orchestration, observability, security controls, and governance tooling.
Freemium
Datatruck is an AI‑native TMS that unifies load planning, dispatch, and carrier onboarding, automates billing and payroll, offers real‑time fleet analytics, integrates with 150+ tools via EDI, APIs, and native connections, and ensures enterprise‑grade security.
Free trial
hiData.ai is an AI workspace that automates data analysis, spreadsheet tasks, and report generation. It transforms raw data into structured insights and presentation-ready decks for faster, collaborative decision-making.
Freemium
H2O.ai delivers an end‑to‑end AI platform that automates feature engineering, model selection, and explainability through AutoML, offers no‑code LLM training, supports enterprise multi‑model orchestration, and includes MLOps and a feature store, all compliant with strict data security standards.
Free
Lutra AI connects enterprise data across Google Workspace, Microsoft Office, Slack, GitHub, HubSpot, Airtable, and LinkedIn, generating API connectors for contact enrichment, email automation, PDF extraction, and spreadsheet management. It writes executable code for repeatable playbooks, ensuring SO
Freemium
- $23/mo
Bricks AI transforms CSV, Excel, Google Sheets, and database files into instant interactive dashboards and reports. It auto‑creates charts, lets users edit data via natural‑language commands, refreshes with one click, and offers reusable templates with encrypted privacy.
Freemium
- $25/mo
Gamma.AI is a cloud DLP tool integrated with Palo Alto Networks CASB that automatically discovers and classifies data across 150+ SaaS apps with 99.5% accuracy. It offers one‑click deployment, real‑time remediation, and API connectors for SIEM/SOAR integration.
Freemium
Dapta is an AI tool that enhances communication and content creation through automated workflows for long-form content, voice calls, and messaging, supporting English and Spanish, with seamless integrations for effective team collaboration.
Free trial
Datasky AI Open Platform provides a range of AI tools for image and video creation, automated slide production, and intelligent Q&A. It offers secure deployment, data privacy, and seamless API integration for enhanced productivity across devices.
Freemium
Secoda centralizes data cataloging, metadata management, and lineage tracking, offering AI‑driven search, query monitoring, and quality scoring. It provides role‑based access, CI/CD impact analysis, and real‑time observability dashboards to streamline workflows.
Free
Xdash AI offers seamless data analysis, in-depth reporting, and task automation. It excels at uncovering crucial insights from intricate datasets, facilitating informed business decisions.
Freemium
DataHawk aggregates daily SKU‑level data, ad metrics, and profitability signals across Amazon, Walmart, and other e‑commerce channels, delivering real‑time dashboards, AI alerts for KPI shifts, ROAS optimization, and multi‑account BI‑integrated reporting.
Subscription
Tableau AI is an intelligent analytics platform that combines AI technologies for enhanced data exploration and decision-making. It offers scalable solutions, trusted by organizations, to boost data-driven insights and promote innovative cultures.
Free trial
- $15
Basedash lets teams ask plain‑English questions of their data warehouses and SaaS sources, automatically generating validated SQL, executing it, and visualizing results in dashboards. It supports 750+ integrations, enforces SOC 2 compliance, and offers an embedding API for internal products.
Paid
DALL·2 is an AI system that generates realistic images and art based on natural language descriptions, allowing users to edit and create variations. Safety measures are in place to prevent harmful content.
Usage based
Clay is an AI-powered data enrichment and workflow automation platform that enhances CRM hygiene, lead scoring, and prospecting. It integrates 100+ data sources and AI research agents to automate inbound and outbound engagement, optimizing GTM strategies for sales and marketing teams.
Free trial
Databar.ai is a data enrichment platform that connects to 100+ data providers and AI services. It imports company/lead lists, adds 450+ enrichment fields via drag‑and‑drop, syncs with major CRMs, and offers real‑time intent signals for targeted outbound campaigns.
Subscription
- $99/mo
Pioneer automates retraining and deployment of open-source models, using live inference data for fine-tuning and one-shot adaptation. It manages adaptive inference, routing, RAG pipelines, agent workflows, synthetic data generation, monitoring, and automated checkpoint promotion.
Freemium
- $40/mo
DataSquirrel.ai automates data cleaning, analysis, and visualization for business users, enabling quick chart creation, KPI dashboards, and custom reports without coding. It supports scheduled refreshes, GDPR compliance, and interactive sharing for teams and consultants.
Paid
- $15
Datature unifies data labeling, model training, and deployment in one workflow. AI‑assisted annotation cuts labeling time up to tenfold. It supports classification, detection, segmentation, keypoint tasks, offers drag‑and‑drop training, hyperparameter tuning, visual evaluation, and edge/cloud deploy
Free
Kadoa automates structured data extraction from websites, PDFs, images, and spreadsheets using AI agents. Users specify needs in natural language; Kadoa builds deterministic pipelines to load data into S3, Snowflake, or spreadsheets, with real‑time change alerts, error handling, and security.
Free
Datarails integrates with Excel, automating data consolidation from 200+ accounting, ERP, CRM, bank, and HRIS sources. It offers real‑time dashboards, AI‑driven variance insights, scenario modeling, and collaborative version control for efficient month‑end close and planning.
Freemium
DeepSense.ai provides end‑to‑end AI solutions for enterprises, integrating large language models, retrieval‑augmented generation, MLOps, advanced computer‑vision, edge inference, and predictive analytics to deliver scalable, real‑time AI agents, co‑pilots, and maintenance optimization.
Subscription
AITable.ai is an AI data organization tool that combines database and spreadsheet features for streamlined CRM and project management. It automates tasks, integrates with 6000+ apps, simplifies data entry, and offers AI data analysis for enhanced productivity.
Free trial
Dumpling AI is a data automation tool that extracts and processes information from websites, social media, PDFs, and videos, delivering clean, LLM-ready data. It integrates with platforms like n8n and Make.com to streamline workflows, enabling automated lead generation, content creation, and social
Freemium
- $15/mo
Browse AI enables code‑free web scraping and automation via a point‑and‑click interface. It captures dynamic, paginated, login‑protected data, auto‑detects site changes, exports to CSV/JSON/AWS S3, and streams into Google Sheets, Airtable, Zapier, APIs, and more.
Freemium
- $48.75/mo
Leap AI is a no‑code platform that lets users build, deploy, and scale AI workflows. It integrates with 300+ tools, automating content creation, SEO, social media, project management, and document processing, and provides real‑time analytics and autopilot execution.
Freemium
- $99/mo
Lang.ai converts unstructured and structured Snowflake data into priority‑sorted insights, automatically generating custom AI agents for goals like retention and NPS. It keeps data within Snowflake’s security perimeter and delivers actionable metrics to Slack for real‑time collaboration.
Subscription
Automates ERP and EHR data entry through AI‑driven RPA that learns from user demos, captures desktop actions, and runs in the cloud. Handles invoice processing, PDF‑to‑Excel, insurance claims, bulk forms, and Gmail‑to‑Sheets with 99.9% reliability.
Paid
Scandilytics AI offers automated analytics for eCommerce, pulling GA4 or Adobe data, using ML to spot trends, anomalies, and optimization opportunities. It delivers concise reports and actionable insights for marketing, pricing, inventory, and risk alerts.
Paid
Datagran reorganizes sales, ops, customer success, and growth into human‑led AI cells. One human oversees each cell while AI agents research, coordinate, and handle routine tasks, integrating seamlessly with existing workflows through shared memory and policy enforcement.
Freemium
- $1.67/mo
Keebo is an AI-powered tool that enhances data storage and management through automated classification, seamless workflow integration, and real-time analysis, enabling efficient organization, collaboration, and informed decision-making for data-driven businesses.
Airbyte is an open-source data integration platform for building ELT/ETL pipelines with 600+ connectors, real-time replication and reverse ETL, low-code/custom connector development, and deployment options for cloud, private, and enterprise compliance controls.
Free trial
- $10/mo
Pipedream is an automation platform tailored for developers, enabling integration of over 2,800 apps and 10,000 tools. Key functionalities include workflow building, managed authentication, and automation of processes like notifications and document summarization.
Free trial
Lytics centralizes customer profiles across data warehouses via Cloud Connect, enabling audience segmentation, personalized email/web experiences, and product recommendation workflows. It supports generative AI insights and integrates with popular cloud services for marketing optimization.
Freemium
DataBrain is an embedded analytics platform that gives product teams and developers interactive dashboards, self‑service reporting, and AI‑powered insights. Its low‑code interface and SDK let users customize visualizations, connect to multiple data sources, and embed analytics into applications.
Subscription
- $999/mo
Union.ai is a cloud‑native AI orchestration platform that lets data scientists and ML engineers build, test, and deploy high‑velocity, pure Python workflows. It supports dynamic branching, real‑time inference, automatic failure recovery, caching, versioning, and observability dashboards.
Subscription
LakeSail is a Rust‑native Spark Connect engine that runs Python workloads at native speed, eliminates JVM overhead, and queries multimodal lakehouse data (PDFs, images, videos, tables) inside your AWS account with zero‑ops elastic compute and built‑in governance.
Freemium
Anomalo automates data quality across structured, semi‑structured, and unstructured data in cloud lakes and warehouses. Using unsupervised ML, it detects anomalies, validates completeness, enforces governance without code, and offers lineage mapping and KPI tracking.
Subscription
AI-Flow is a no‑code platform enabling creators to build and run AI workflows via drag‑and‑drop, integrating models from OpenAI, StabilityAI, Anthropic, and Replicate for batch image, video, and content summarization.
Paid
Agentic Document Extraction pulls structured data from PDFs, images, spreadsheets using vision‑first parsing, preserving layout and delivering bounding‑box citations. Modular REST APIs and Python/TypeScript SDKs support on‑prem or cloud deployment for regulated sectors needing traceable, accurate ex
Subscription
- $250/mo
Hex unifies notebooks, conversational queries, and dashboards in a single workspace. It uses shared semantic context to offer reliable insights from Snowflake, BigQuery, Redshift, and more. Data scientists write code, while business users ask plain‑language questions via Threads or Slack.
Freemium
- $36/mo
DataChain is a Python SDK and web platform that offers versioned dataset management and lineage tracking on S3, GCS, and Azure, enabling in‑storage data processing, reproducible pipelines, audit trails, collaboration, and secure compliance with SOC‑2 and GDPR.
Freemium
Dataline is an AI-powered data analysis and visualization tool that transforms chat data into structured formats. It supports various databases and promotes privacy by keeping data on user devices, catering to both technical and non-technical users.
Freemium