Alternatives to Anomaly AI
Compare Anomaly AI alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Anomaly AI in 2026. Compare features, ratings, user reviews, pricing, and more from Anomaly AI 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
Kubit
Kubit
Your data, your insights—no third-party ownership or black-box analytics. Kubit is the leading Customer Journey Analytics platform for enterprises, enabling self-service insights, rapid decisions, and full transparency—without engineering dependencies or vendor lock-in. Unlike traditional tools, Kubit eliminates data silos, letting teams analyze customer behavior directly from Snowflake, BigQuery, or Databricks—no ETL or forced extraction needed. With built-in funnel, path, retention, and cohort analysis, Kubit empowers product teams with fast, exploratory analytics to detect anomalies, surface trends, and drive engagement—without compromise. Enterprises like Paramount, TelevisaUnivision, and Miro trust Kubit for its agility, reliability, and customer-first approach. Learn more at kubit.ai. -
3
Microsoft Power BI
Microsoft
Power BI is a business intelligence platform that enables users to analyze data using AI-driven tools and intuitive report creation. It consolidates data from various sources into OneLake, creating a centralized data source. This platform aids in embedding actionable insights into applications like Microsoft 365, aiding decision-making. Power BI integrates with Microsoft Fabric, enhancing data management. It offers scalability to handle large data volumes and integrates seamlessly with Microsoft services. Its AI capabilities efficiently identify patterns and generate insights. Power BI ensures data security and compliance. Its Copilot feature allows rapid report generation. Additionally, Power BI Pro offers self-service analytics, and its free version includes data modeling and visualization tools. It's known for unified data management, empowering users with accessibility and training resources. Power BI has demonstrated a significant ROI and economic benefit, as evidenced in a ForresStarting Price: $14/user/month -
4
Pulse
Pulse
Pulse is an always-on AI business intelligence analyst that turns messy, scattered data into clear, interactive dashboards and insights simply by chatting in plain language. It connects seamlessly to CSV, Excel, Google Sheets, Google Analytics, Shopify, API endpoints, and, soon, databases, then automatically ingests, cleans, structures, and analyzes your data without manual prep. In seconds, you can build custom dashboards with charts, tables, and KPIs; ask follow-up questions about trends, anomalies, and performance; and set filters to drill into specifics. Visuals refresh in real time as underlying data changes, while built-in anomaly detection flags unexpected shifts, and automated insights help you stay ahead of evolving metrics. All of this lives in a single, queryable workspace, no more juggling multiple tools or cleaning spreadsheets, backed by enterprise-grade encryption, granular access controls, and compliance with GDPR and CCPA.Starting Price: $25 per month -
5
HQ Data Profiler
HQ Data Profiler
Instantly understand your data with HQ Data Profiler. Analyze CSV, Excel, Parquet, JSON, and more with 20+ metrics and ML-powered anomaly detection. All processing happens privately on your device. Tired of tedious data exploration? HQ Data Profiler delivers comprehensive data profiles in just 3 clicks. Get detailed insights in seconds, not hours, saving you valuable time. Our intelligent software automatically supports various file types, formats, and schemas, including CSV, JSON, Parquet, XML, and Excel. Your data remains private as files are processed locally on your device. Key Features: Quick: Get detailed insights instantly. Intelligent: Supports various file types and formats. Private: Files are processed locally, ensuring data security. Thorough: In-depth analysis with outlier detection and key metrics (unique, duplicate, distinct, top 10 values, and more).Starting Price: $9.99/month/user -
6
Digna
digna GmbH
digna is a data quality and observability platform designed to monitor, analyze, and validate data directly within enterprise data environments. It combines anomaly detection, time-series analytics, and validation into a unified system that helps teams detect issues early and understand how data behaves over time. Core Capabilities * Data Anomaly Detection Identifies changes in data volume, distribution, and behavior using statistical methods and AI-driven models without relying on manually defined rules. * Time-Series Analytics Built-in analytical methods (regression, pattern detection, seasonality analysis) allow users to interpret trends and deviations directly within the platform. * Data Timeliness Monitoring Tracks expected data arrival times and identifies delays across pipelines and data flows. * Data Validation Supports rule-based validation with reusable templates and centralized definitions of allowed values. * Schema Change Tracking Detects structural changes in dat -
7
Papermap
Papermap
Papermap is an AI-native data analytics platform designed to help teams collect, process, analyze, and visualize business data without the complexity of traditional BI tools. It enables users to connect data sources such as databases, spreadsheets, and third-party platforms, and automatically builds data pipelines and dashboards in seconds, allowing teams to start analyzing information immediately. It emphasizes real-time data processing, giving users access to up-to-date insights as data arrives, and supports advanced analytics that scale from simple dashboards to more complex data modeling. Through its conversational AI interface, users can ask questions in plain English and receive instant answers, charts, and insights, eliminating the need for SQL queries or technical expertise. Papermap also includes an AI command center that generates visualizations, uncovers trends, and helps identify anomalies, correlations, and opportunities directly from raw data.Starting Price: $19 per month -
8
RemoteAware GenAI Analytics Platform
New Boundary Technologies
RemoteAware™ GenAI Analytics Platform for IoT transforms complex streams of sensor and device data into clear, actionable insights using advanced generative AI models. It ingests and normalizes high‑volume, heterogeneous IoT data, whether from edge gateways, cloud APIs, or remote assets, and applies scalable AI pipelines to detect anomalies, forecast equipment failures, and generate prescriptive recommendations in plain‑language narratives. Through a unified, web‑based dashboard, users gain real‑time visibility into key performance indicators, customizable alerts and threshold‑based notifications, and dynamic drill‑down capabilities for time‑series analysis. The platform’s generative summary reports condense vast datasets into concise operational briefs, while its root‑cause analysis and what‑if simulations guide preventive maintenance and resource allocation. -
9
Myriade
Myriade
Myriade is an AI-powered platform designed to streamline data analysis by enabling users to interact with their data through natural language queries. It allows both technical and non-technical users to perform complex data operations without writing SQL code. Users can ask open-ended questions or request specific data structures, and Myriade handles the underlying data processing. It supports data auditing, identifying issues like duplicates, inconsistencies, and missing values, and provides transparent, interpretable results. It operates within user-defined governance policies, ensuring data security and compliance. By automating repetitive tasks and simplifying data exploration, Myriade enhances productivity and decision-making across various industries. -
10
Kontrollytics
Kontrollytics
Kontrollytics is an AI-powered business reporting SaaS that automatically generates professional PDF reports from Shopify, Stripe and Google Analytics 4 data. Instead of spending hours exporting data, building charts in Excel and writing analysis manually, businesses and agencies connect their data sources once and receive a complete, professional business report in under 3 minutes. The AI — powered by Anthropic's Claude — analyzes real numbers, identifies trends and anomalies, and writes a complete report including cover page, KPI cards, delta tables, charts and a concrete action plan with deadlines. No templates, no formatting, no manual work. Kontrollytics is built for SMEs and digital agencies across the DACH region. Agencies can operate the platform under their own branding via the White-Label plan — custom logo, custom domain, custom sender email — and offer automated reporting as their own product to clients.Starting Price: $20/month -
11
Mobser
Mobser
Mobser is an AI-powered smart data analytics platform that enables users to create intelligent reports, interactive visualizations, and deep analytics with ease. Designed to transform raw data into actionable insights, Mobser leverages artificial intelligence to automate the generation of comprehensive dashboards and data narratives. Its intuitive interface facilitates fast exploration, and users can upload datasets and instantly visualize trends, patterns, and anomalies through customizable, interactive charts. The platform streamlines decision-making by blending data processing with intelligent interpretation, allowing users to gain a clear understanding of their information without requiring advanced technical skills.Starting Price: $99 per month -
12
Excelmatic
Excelmatic
Excelmatic is an AI‑powered Excel companion that transforms raw spreadsheets into instant insights, analytics, and visualizations through a conversational interface. Users simply upload files, ask questions in natural language, and receive real‑time answers, charts, and KPI summaries without writing a single formula. Behind the scenes, Excelmatic automates data preparation, cleaning complex tables with customizable rules, intelligent type recognition, and batch processing, then applies advanced statistical analysis (trend analysis, anomaly detection, multi‑dimensional breakdowns) and generates professional charts (bar, line, pie, etc.) with dynamic updates and style customization. Its formula assistant further accelerates workflows by converting plain‑English prompts into accurate functions, offering an extensive library, error correction suggestions, and support for nested or array formulas. Additional capabilities include one‑click extraction of tabular data.Starting Price: $9.99 per month -
13
Energent.ai
Energent.ai
Energent.ai is the autonomous AI analyst for automating core business functions; analysis, reconciliation, operations, and engineering support. Built for large volumes and real-world data, it works across spreadsheets, PDFs, scans, images, documents, web pages, and even 2D/3D files, turning messy inputs into decision-ready outputs without formulas, manual mapping, or technical setup. Users can drop in files or links, skip the blank spreadsheet, and get out-of-the-box deliverables in one prompt, including instant analysis, unexpected insights, clear visuals, slide-ready charts, exportable spreadsheets, crisp narratives, branded reports, dashboards, and PowerPoint or PDF outputs. Energent.ai is designed to hold accuracy at one file or thousands, process documents in minutes, handle inconsistent real-world data, and maintain precision at scale.Starting Price: $30 per month -
14
Powerdrill Bloom
Powerdrill
Powerdrill Bloom is a general-purpose AI agent — an action engine that goes beyond answers to execute tasks, automate workflows, and extend what one person can do. Run specialized Claude Skills for research, analysis, automation and execution; connect MCP servers; and rely on Workspaces that understand your files once and remember them across every chat session, with multimodal support for docs, slides, spreadsheets, images, audio and video. Its flagship capability is data: drop in Excel, CSV, TSV or PDF and Bloom auto-cleans it, suggests smart exploration paths, surfaces trends and anomalies on a visual canvas, recommends the right charts, and turns any canvas into a presentation-ready deck (Professional, Business or Fancy) exportable to PowerPoint or Notion. Built for business, marketing and finance teams — no SQL, no Python, no design background required.Starting Price: $13.27/month -
15
Datastory
Datastory
Datastory is an AI analytics and reporting platform that connects tools like GA4, Google Ads, Shopify, Search Console, Facebook Ads, Instagram, and TikTok, then uses GPT‑4 to turn that data into clear, daily insights. It automatically analyzes performance, detects trends and anomalies, and sends plain‑language summaries and alerts into WhatsApp, Slack, email, and web so teams can see what changed, why it changed, and what to do next without building dashboards or manual reports.Starting Price: 39 -
16
Querri
Querri
Querri is an AI-powered data analytics platform designed to make data collaboration effortless by enabling users to connect, clean, analyze, and visualize data all in one place. It features a natural-language interface that lets you ask questions in plain English and instantly get visual answers. It also includes automated data cleansing and ingestion tools that handle messy or disparate files (CSV, Excel, JSON, Parquet) and cloud-storage sources (Google Drive, OneDrive, Dropbox), joining and reformatting them so you can start analyzing without delay. A drag-and-drop dashboard builder enables the quick creation of shareable reports, while built-in integrations cover spreadsheets and business apps (Excel, Smartsheet, QuickBooks, Airtable, among others). Querri offers white-label capabilities so you can embed or brand the analytics engine within your own product.Starting Price: $16 per month -
17
Menza
Menza
Menza is an AI-powered data analytics and business intelligence platform that continuously monitors and analyzes a company’s connected data, from ecommerce systems like Shopify and POS to ad platforms like Google Ads and Meta, CRM, finance, and more, then translates complex signals into clear, plain-English insights, alerts, and recommendations so teams always know what’s happening and why. With over 650 integrations, Menza lets users ask natural-language questions about their business and instantly receive trustworthy, cross-platform answers, visual dashboards, and proactive alerts delivered to their inbox or dashboard before small issues become big problems. It automatically detects anomalies such as revenue drops, inventory shortages, campaign inefficiencies, and optimization opportunities, offering context and actions that help optimize marketing spend, operations, and growth strategies.Starting Price: $125 per month -
18
LotusEye
LotusEye
LotusEye is a cloud-based AI anomaly detection service that automatically learns normal behavior from uploaded numerical or sensor data in CSV format and continuously calculates anomaly scores to flag deviations that may indicate faults or unexpected activity, providing alerts and visual insights without requiring users to have expertise in machine learning. It supports both wide-format CSV files, where each row represents sensor values at a timestamp, and long-format CSV with timestamp, sensor name, and value columns, and lets users upload data via drag-and-drop or through an API for scheduled automated processing. After training an AI model with normal operation data, users can upload test data to see calculated anomaly scores and review them in dashboards with time-series graphs, threshold indicators, and filters, helping teams spot unusual patterns and investigate potential issues quickly.Starting Price: $13 per month -
19
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. -
20
MatchX
VE3 Global
MatchX is an AI-powered data quality and matching platform that cleans, connects, and governs your data — without the manual struggle. It finds and fixes duplicates, inconsistencies, missing fields, and mismatches across systems, even in complex, unstructured sources like scanned documents. The result? You get clean, connected, and trusted data — ready for AI, analytics, automation, and everyday business decisions. MatchX offers a comprehensive AI-enhanced data quality and matching solution that revolutionizes how companies manage their information assets. By integrating powerful data ingestion capabilities and intelligent schema mapping, MatchX structures and validates data from diverse sources, including APIs, databases, and documents. The platform’s self-learning AI models automatically detect and correct inconsistencies, duplicates, and anomalies, ensuring data integrity without intensive manual intervention. -
21
Anomaly detection in time series data is essential for the day-to-day operation of many companies. With Timeseries Insights API Preview, you can gather insights in real-time from your time-series datasets. Get everything you need to understand your API query results, such as anomaly events, forecasted range of values, and slices of events that were examined. Stream data in real-time, making it possible to detect anomalies while they are happening. Rely on Google Cloud's end-to-end infrastructure and defense-in-depth approach to security that's been innovated for over 15 years through consumer apps like Gmail and Search. At its core, Timeseries Insights API is fully integrated with other Google Cloud Storage services, providing you with a consistent method of access across storage products. Detect trends and anomalies with multiple event dimensions. Handle datasets consisting of tens of billions of events. Run thousands of queries per second.
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22
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 -
23
REGRESSwise
iQspeaks Limited
REGRESSwise is an enterprise-grade regression testing platform built natively for Google BigQuery. Developed by iQspeaks Limited, it enables data engineering and QA teams to automate validation of high-scale data pipelines with fast and reliable before-and-after comparison testing. The platform supports schema validation, row-level comparison, and aggregate-level validation to identify data inconsistencies, schema drift, and transformation issues before production deployment. REGRESSwise integrates directly into existing CI/CD workflows and complements dbt testing by validating output data rather than transformation logic. Built for enterprise environments, REGRESSwise processes millions of data points efficiently while ensuring data integrity, auditability, and low BigQuery compute costs. The platform is ideal for organizations using GCP and BigQuery for analytics and large-scale data transformation workloads.Starting Price: $500 -
24
AskEnola
Aryng
AskEnola is an AI-powered Super Analyst that replaces dashboards and manual reporting. It connects directly to your data warehouse, such as Snowflake, BigQuery, or Redshift, and understands your business KPIs to deliver instant answers to complex questions in plain English. Unlike BI tools that require setup, Enola is ready from day one and uncovers trends, diagnoses root causes, and predicts outcomes in real time. Teams across RevOps, BizOps, FP&A, and Product use Enola to speed up decision-making, cut reporting costs, and boost analytics adoption. By combining BADIR™ methodology with contextual AI, it eliminates data silos and transforms how companies react to market changes. Whether you are analyzing churn, forecasting revenue, or monitoring performance, Enola gives you insights you can trust without tickets or dashboards. Get your free demo now or try Enola in action on Sandbox.Starting Price: $0 -
25
Alkemi
Alkemi
Alkemi’s flagship product, DataLab, is a secure AI-native workspace that connects directly to your company’s governed data from sources like Snowflake, BigQuery, Databricks, or simple CSV uploads and lets users ask questions in plain English to get instant, transparent answers, charts, and recommendations with no SQL or analysts required. DataLab indexes and analyzes your data inside a private, secure environment so every insight is traceable and verifiable, and your data never leaves your control, protecting intellectual property and governance. It bridges the gap between complex data stores and everyday decision-making by combining the clarity of business intelligence with conversational AI to reduce BI backlogs and speed decisions for marketing, finance, product, sales, operations, and more. DataLab also enables data providers to turn datasets into interactive, AI-ready experiences that buyers can explore securely without exposing raw data, and accelerating data discovery. -
26
Lumi AI
Lumi AI
Lumi AI is an enterprise analytics platform that enables users to explore data and extract custom insights through natural language queries, eliminating the need for SQL or Python expertise. It offers self-service analytics, conversational analytics, customizable visualizations, knowledge management, seamless integrations, and robust security features. Lumi AI supports diverse teams, including data analysis, supply chain management, procurement, sales, merchandising, and financial planning, by providing actionable insights tailored to unique business terms and metrics. Its agentic workflows address simple to complex queries, uncover root causes, and facilitate complex analyses, all while interpreting business-specific language. Lumi AI integrates effortlessly with various data sources, ensuring enterprise-grade security by processing data within the client's network and offering advanced user permissions and query controls. -
27
Squadbase
Squadbase
Squadbase is a conversational business intelligence platform that enables users to build interactive dashboards without writing SQL or code. It allows teams to connect data sources such as Excel files, databases like Postgres and Snowflake, and SaaS tools including Salesforce and Notion. Users simply describe the analysis they want in plain English, and the AI generates the necessary queries, charts, and dashboard layouts. Unlike black-box AI tools, Squadbase keeps analysts in control by allowing them to review and edit generated queries. The platform provides a unified workflow from data connection to visualization, eliminating the need to switch between multiple tools. Dashboards are shareable with unlimited viewers at no cost and include GitHub-based version control for collaboration and transparency. With built-in security features and scalable infrastructure, Squadbase supports teams looking for a modern, AI-driven BI experience.Starting Price: $35/month -
28
Prophecy
Prophecy.ai
Prophecy is an AI-powered data preparation and analysis platform that enables business users to transform raw data into actionable insights through natural language prompts. The platform uses specialized AI agents to automatically generate visual, low-code data workflows that users can inspect, refine, validate, and deploy without requiring programming expertise. Prophecy connects directly to cloud data platforms such as Databricks, Snowflake, and BigQuery, allowing organizations to prepare, analyze, and govern data at enterprise scale. The platform combines AI-generated data pipelines with visual workflow interfaces, making complex data transformations easier to understand and manage. Users can automate data preparation, perform advanced analysis, create visualizations, and deploy production-ready workflows while maintaining governance and transparency.Starting Price: $150/user/month -
29
Brewit
Brewit
Make data-driven decisions 10x faster with self-service analytics. Integrate with your databases and data warehouses all-in-one place (Postgres, MySQL, Snowflake, BigQuery, and more). Brewit can write SQL queries and create recommended charts based on your data questions. It also helps you drill down on the analysis. Chat with your database, visualize insights, & perform analysis. Ensure answer accuracy and consistency with a built-in data catalog. An automated semantic layer that ensures Brewit answers with correct business logic. Easily manage your data catalog & data dictionary. Building a beautiful report is as easy as writing a doc. Data without a story is useless. Our Notion-style notebook editor allows you to create reports & dashboards easily, turning raw data into actionable insights. All organized data products are usable by anyone who has a data question, regardless of their technical skills. -
30
nao
nao
nao is an AI-powered data IDE designed specifically for data teams, combining a code editor with native integration to your data warehouse so you can write, test, and maintain data-centric code with full context. It supports warehouses such as Postgres, Snowflake, BigQuery, Databricks, DuckDB, Motherduck, Athena, and Redshift. Once connected, nao replaces a traditional data-warehouse console by offering schema-aware SQL auto-completion, data previews, SQL worksheets, and the ability to switch easily between multiple warehouses. The core of nao is its AI agent, which has full awareness of your actual data schema, tables, columns, metadata, and your codebase or data-stack context. It can generate SQL queries or full data-transformation models (e.g., for dbt workflows), refactor code, add or update documentation, run data-quality checks and data-diff tests, and even surface insights or run exploratory analytics, all while respecting data structure and quality constraints.Starting Price: $30 per month -
31
AiOpsX
XPLG
Deep Text Inspection, anomaly detection, clustering. Cutting edge AI that scans all log data and streams insights and alerts. ML clustering that detects new errors, unique risk KPI and more. Pattern recognition and discovery. Anomaly detection for data, risk and content monitoring. Integration with Logstash, ELK and others. AiOpsX deployed in minutes on any log data and augmentד existing monitoring and log analysis tools with millions of smart eyes. Security, performance, audit, errors & problems, trends, anomalies, and much more! Unique algorithms identify patterns and compute risk levels. Anomaly detection continuously scans risk level and performance data to identify outliers. The AiOpsX monitoring engine identifies new types of messages, errors, log volume changes, risk level spikes; and triggers reports and alerts for IT monitoring teams and app owners. -
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Sloped
Sloped
Sloped lets you ask your data questions and generate insights from plain text searches. Turn your data queries into shareable and easy to read dashboards. With support for major data providers and visual models your insight is just a click away. -
33
Datastripes
Datastripes
DataStripes is a browser-native, no-code data analysis and visualization platform that helps users turn raw data into interactive charts, dashboards, and narrated insights without programming or backend setup by letting them drag and drop data and build modular analysis flows using a visual node-based editor; users can import data from sources like CSV, Excel, PostgreSQL, and Snowflake, connect logic blocks to filter, group, aggregate, and visualize patterns instantly, and then ask natural language questions to generate AI-powered explanations and even audio-narrated dashboards or podcasts summarizing key trends. All computation happens locally in the browser (privacy-first with no cloud upload), and the platform’s AI analyzes patterns and generates shareable insights that are CEO-ready and easy to understand, eliminating manual spreadsheet grunt work while empowering users to uncover hidden trends and storylines. -
34
Numbers Station
Numbers Station
Accelerating insights, eliminating barriers for data analysts. Intelligent data stack automation, get insights from your data 10x faster with AI. Pioneered at the Stanford AI lab and now available to your enterprise, intelligence for the modern data stack has arrived. Use natural language to get value from your messy, complex, and siloed data in minutes. Tell your data your desired output, and immediately generate code for execution. Customizable automation of complex data tasks that are specific to your organization and not captured by templated solutions. Empower anyone to securely automate data-intensive workflows on the modern data stack, free data engineers from an endless backlog of requests. Arrive at insights in minutes, not months. Uniquely designed for you, tuned for your organization’s needs. Integrated with upstream and downstream tools, Snowflake, Databricks, Redshift, BigQuery, and more coming, built on dbt. -
35
GetDot.ai
GetDot.ai
Dot is an AI data analyst that connects directly to your data warehouse and lets users ask questions in plain language to get instant, trustworthy insights. It integrates with Slack, Teams, or a native web app to deliver ad‑hoc data retrieval, visualizations, root‑cause analysis, and weekly business reports with actionable recommendations. By learning from your existing BI tools, dbt metrics, LookML, SQL queries, and documentation, GetDot.ai ensures consistent, governed answers reinforced by role‑based permissions and row‑level security. Setup is code‑free, with one‑click integrations for Snowflake, BigQuery, Redshift, PostgreSQL, and other SQL‑based sources. Continuous monitoring uncovers unknown unknowns, while a dedicated training and governance workspace lets you refine its behavior and maintain accuracy. Designed for speed and simplicity, Dot replaces dashboard overload by delivering precise answers in seconds rather than days.Starting Price: $799 per month -
36
Compass
Dagster Labs
Compass is an AI-powered, Slack-native data assistant that turns plain English questions into instant answers, summaries, charts, and insights powered by your actual warehouse data, so teams can make data-driven decisions without waiting on BI backlogs or building dashboards first. It connects directly to major data warehouses (Snowflake, BigQuery, Redshift, Postgres, AWS Athena, Databricks, and more), learns your schema and context, and generates governed, SQL-backed responses and visualizations in the tools your team already uses, all while keeping your data where it lives and under your control. Compass builds organizational context over time so answers become more accurate and relevant, supports collaboration through Slack threads, can schedule recurring analysis, and provides a shared repository of definitions and insights that help reduce analytical silos and reliance on specialized SQL users.Starting Price: $49 per month -
37
Mitzu
Mitzu.io
Mitzu is an agentic analytics platform that runs your analytics directly on your data warehouse — no data copying, no reverse ETL, no SQL required. Its AI analytics agent answers business questions autonomously: it maps your schema, writes and executes queries on Snowflake, BigQuery, Redshift, Databricks, or ClickHouse, and returns explainable results with full SQL visibility. Teams get instant access to funnels, retention, cohorts, user journeys, and revenue metrics. Mitzu also proactively monitors KPIs and sends anomaly alerts via Slack or email. Available as SaaS, BYOC, or fully self-hosted. Free trial available at mitzu.ioStarting Price: $35 per month -
38
FeatureByte
FeatureByte
FeatureByte is your AI data scientist streamlining the entire lifecycle so that what once took months now happens in hours. Deployed natively on Databricks, Snowflake, BigQuery, or Spark, it automates feature engineering, ideation, cataloging, custom UDFs (including transformer support), evaluation, selection, historical backfill, deployment, and serving (online or batch), all within a unified platform. FeatureByte’s GenAI‑inspired agents, data, domain, MLOps, and data science agents interactively guide teams through data acquisition, quality, feature generation, model creation, deployment orchestration, and continued monitoring. FeatureByte’s SDK and intuitive UI enable automated and semi‑automated feature ideation, customizable pipelines, cataloging, lineage tracking, approval flows, RBAC, alerts, and version control, empowering teams to build, refine, document, and serve features rapidly and reliably. -
39
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 -
40
IBM Z Anomaly Analytics is software that provides intelligent anomaly detection and grouping to proactively identify operational issues in your enterprise environment. IBM Z Anomaly Analytics uses historical IBM Z log and metric data to build a model of normal operational behavior. Real-time data is then scored against the model to detect anomalous behavior. A correlation algorithm then groups and analyzes anomalous events to proactively alert operation teams of emerging problems. Your essential services and applications must always be available in today's digital environment. For enterprises with hybrid applications, including IBM Z, detecting and determining the root cause of hybrid application issues has become more complex with rising costs, skill shortages, and changing user patterns. Proactively identify operational issues and avoid costly incidents by detecting anomalies in both log and metric data.
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41
Ada.im
Ada.im
Ada is an AI-powered data analyst platform designed to transform raw information into clear, actionable insights. It generates enterprise-grade reports in minutes, combining statistical analysis, financial reviews, industry insights, and competitive benchmarking. With Ada, users can unify internal databases, external APIs, and real-time web data into a single analysis hub. Reports are delivered in a narrative format with visuals and strategic recommendations, making complex data easy to understand. The platform is fully editable, allowing users to refine AI-generated reports with human expertise. Ada helps businesses eliminate the frustration of manual analysis and unlock the full value of their data effortlessly.Starting Price: $0 -
42
Apache Pinot
Apache Corporation
Pinot is designed to answer OLAP queries with low latency on immutable data. Pluggable indexing technologies - Sorted Index, Bitmap Index, Inverted Index. Joins are currently not supported, but this problem can be overcome by using Trino or PrestoDB for querying. SQL like language that supports selection, aggregation, filtering, group by, order by, distinct queries on data. Consist of of both offline and real-time table. Use real-time table only to cover segments for which offline data may not be available yet. Detect the right anomalies by customizing anomaly detect flow and notification flow. -
43
Tictable
Tictable
Tictable is a minimalist, AI-powered data studio designed to help users work with everything from small datasets to massive data collections through a fast, browser-based environment. It combines the familiarity of spreadsheets with the power of a built-in SQL engine, allowing users to run queries directly in the browser without server round-trips, ensuring near-instant results and smooth performance even with millions of rows. It connects to multiple data sources such as CSV, JSON, Parquet, and local databases, automatically importing, cleaning, and structuring data through its “magic import” system, which detects formatting issues and prepares datasets for immediate use. Tictable integrates an agentic AI assistant that can explore data, generate filters, create formulas, and build reports from natural language prompts, executing queries in real time to transform raw data into actionable insights.Starting Price: $30 per month -
44
Cognyte
Cognyte
Cognyte provides an enterprise-grade investigative analytics and security intelligence software platform that helps organizations fuse, analyze, and visualize vast volumes of structured and unstructured data from disparate sources so analysts and investigators can uncover hidden patterns, relationships, and threats quickly and with confidence; the platform is designed to generate Actionable Intelligence for a Safer World by turning fragmented big data into a cohesive, contextualized view that supports real-time decision-making, risk assessment, and operational effectiveness across use cases like law enforcement investigations, national security, financial crime, network intelligence, and cyber threat intelligence. Cognyte’s solutions, including its decision intelligence platform NEXYTE, leverage machine learning, AI, link and entity analysis, timeline and geospatial visualization, and risk scoring to empower both technical and non-technical users to explore data. -
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Understanding the quality, content and structure of your data is an important first step when making critical business decisions. IBM® InfoSphere® Information Analyzer, a component of IBM InfoSphere Information Server, evaluates data quality and structure within and across heterogeneous systems. It utilizes a reusable rules library and supports multi-level evaluations by rule record and pattern. It also facilitates the management of exceptions to established rules to help identify data inconsistencies, redundancies, and anomalies, and make inferences about the best choices for structure.
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Masthead
Masthead
See the impact of data issues without running SQL. We analyze your logs and metadata to identify freshness and volume anomalies, schema changes in tables, pipeline errors, and their blast radius effects on your business. Masthead observes every table, process, script, and dashboard in the data warehouse and connected BI tools for anomalies, alerting data teams in real time if any data failures occur. Masthead shows the origin and implications of data anomalies and pipeline errors on data consumers. Masthead maps data issues on lineage, so you can troubleshoot within minutes, not hours. We get a comprehensive view of all processes in GCP without giving access to our data was a game-changer for us. It saved us both time and money. Gain visibility into the cost of each pipeline running in your cloud, regardless of ETL. Masthead also has AI-powered recommendations to help you optimize your models and queries. It takes 15 min to connect Masthead to all assets in your data warehouse.Starting Price: $899 per month -
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NOORAI Platform
NOORAI
NOORAI is an AI-powered decision intelligence platform that helps organizations turn complex, fragmented data into clear, confident decisions. We unify enterprise and external data into a single environment, enabling teams to interact with their data conversationally, generate real-time insights, and move from analysis to action faster. With NOORAI, organizations can: - Integrate data across systems, APIs, files, and external sources - Interact using natural language - Generate AI-driven insights, dashboards, and reports - Forecast outcomes and run “what-if” scenarios - Assess the impact of market shifts, inflation, and macroeconomic trends on business performance - Automate analytics and decision workflows within a secure, enterprise-grade platformStarting Price: Contact Us -
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Daivio
Daivio
Daivio is an intelligent data analysis and data-quality platform that helps teams deeply understand their datasets, detect issues, and improve data readiness within a single automated workspace. It combines automated analysis, AI-powered assistance, and user-guided fixes in a reproducible and traceable environment so organizations can manage data more confidently. Users can upload CSV or Excel files and instantly receive smart visualizations such as word clouds, bar charts, line charts, and correlation matrices tailored to the dataset. It provides intelligent cleanup recommendations that automatically identify and fix missing values, outliers, and inconsistencies, reducing the need for manual data preparation. Through its natural language chat interface, users can ask questions in plain English and perform complex analyses or transformations without coding.Starting Price: $0.01 per minute -
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Sift
Sift
Sift is a unified observability platform purpose-built for modern, mission-critical hardware systems that provides engineers with infrastructure and tooling to ingest, store, normalize, and explore high-frequency, high-cardinality telemetry and event data from design, validation, manufacturing, and operations in a single source of truth rather than fragmented dashboards and scripts; it centralizes diverse data types, aligns signals across subsystems, and structures information for fast search, visual review, and traceability so teams can detect anomalies, perform root-cause analysis, automate verification and validation, and debug hardware with real-time precision. It supports automated data review, no-code visualization and querying of massive datasets, continuous anomaly detection, and integration with engineering workflows, including CI/CD pipelines and tooling, while enabling telemetry governance, collaboration, reporting, and knowledge capture across siloed teams. -
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Fullcast Pay
Fullcast
Fullcast Pay is a commissions automation platform that simplifies compensation management for sales organizations. By replacing manual spreadsheets with automated workflows, it ensures payouts are accurate, timely, and dispute-free. The platform helps align compensation plans with business objectives, motivating sellers to close the right deals and drive growth. Sales leaders benefit from real-time dashboards that deliver instant visibility into payouts, anomalies, and performance. Reps gain transparent, self-service access to their commission data, which builds trust and reduces back-and-forth communication. With enterprise-grade security and compliance, Fullcast Pay saves time, cuts errors, and keeps revenue teams focused on selling.