Best Analytics Automation Platforms (2026): Top 9 Compared

Alteryx sells its product as Alteryx One, a platform that unifies data preparation, analytics and AI workflows. Its pricing page lists three editions. Starter covers code-free cloud data preparation for individual analysts and small teams: blending, transforming, joining and aggregating data from CSV, Excel and JSON files, and sharing the resulting workflows. Professional adds desktop as well as cloud design, macros and geospatial preparation, cloud scheduling, AI assistance, automated insights and reporting, and connections to more than 100 sources such as Snowflake and Databricks. Enterprise adds API-triggered scheduling and monitoring, enterprise governance, analytic apps, private data handling and free viewer licences.

Alteryx states that buyers choose an edition, assign basic or full user roles, and then size automation-run capacity. The comparison table shows 50 runs included with Professional and 15,000 with Enterprise. The Summer 2026 release added Agent Studio, which turns business logic and data into conversational agents, and an MCP server so other AI tools can call Alteryx workflows. Alteryx Server remains part of the Enterprise edition.

KNIME describes its Analytics Platform as open and free, with coding optional. Users build workflows by connecting nodes on a visual canvas and can add Python or other scripts where needed. A generative AI assistant, K-AI, can generate workflow steps, scripts and visualisations. The desktop product carries no licence fee, which makes KNIME one of two products on this page with a free desktop edition.

Paid plans cover what the desktop does not: running workflows on a schedule, collaborating in a shared space and delivering results to people who do not use KNIME. The Pro plan costs €19 a month and includes 120 credits and 500 K-AI interactions. The Team plan starts at €99 a month for 3 seats and 120 credits, and lets teams deploy workflows as data apps. Credits cost €0.025 each, and a context consumes 1 to 8 credits a minute depending on its size. The Team page lists automated data integration, data cleaning and reporting as common uses.

For larger organisations, KNIME Business Hub adds governance and control features and is sold on capacity through a quote. KNIME states that it does not license by seat.

Dataiku positions itself as a platform that brings analytics, models and AI agents into one governed system. For analytics automation, the relevant parts are visual and code recipes that join, clean and transform data, AI assistants that generate preparation steps and SQL from natural language, and lineage, quality rules and dataset certification inside pipelines. Work is documented and versioned in what Dataiku calls the Flow, and the same Flow can move into scheduled production pipelines, APIs or batch scoring.

Beyond analytics, Dataiku offers visual ML and AutoML, a model registry, monitoring for drift and bias, and an LLM Mesh that routes requests to different model providers with quotas and safety controls. Its Agent Hub coordinates visual and code agents, including agents built on third-party platforms. Dataiku states it was named a Leader in the 2025 Gartner Magic Quadrant for data science and machine learning platforms for the fourth time.

Pricing is not published. The 14-day trial runs on a managed cloud instance, and Dataiku notes that on-premises or hybrid deployments are arranged through sales.

Qlik approaches analytics automation from the analytics side. Qlik Cloud Analytics provides dashboards, visualisations, AI-assisted analysis and reporting, and Qlik Automate adds a no-code workflow builder on top. Qlik's Automate page describes drag-and-drop design or pre-built templates for automating reports, data reloads and process flows, with triggers from schedules, data changes, API calls and user actions.

Automations can send alerts to Slack, Teams or email, act inside Qlik apps and push changes to CRM, ERP and ticketing systems. An Automate agent in Qlik Answers lets users start pre-built workflows by asking in natural language. The pricing page lists automated report generation and delivery and the no-code automation builder in the Starter tier.

Pricing is published from Starter to Premium. Starter is from $300 a month for 10 users and a fixed 10 GB. Standard is from $825 a month for 25 GB, adds users at no cost and adds managed spaces for governance. Premium is from $2,750 a month for 50 GB and adds predictive analytics through automated machine learning. Enterprise begins at 250 GB, includes larger quantities of reporting and automations, and is quoted.

Domo combines connectors, data transformation, dashboards, low-code apps and automation in one cloud platform. Its ETL page describes Magic ETL, a drag-and-drop tool for building dataflows without SQL, alongside SQL transformations for more complex logic. Dataflows are built once and run automatically when data updates, with alerts if a step fails.

Domo Workflows is a low-code automation tool that Domo positions for streamlining data-driven processes: automating repetitive tasks, orchestrating steps and integrating with other systems, with AI available inside workflows. Domo also lists self-service reporting, automated alerts, data science and ML, and an AI agent store on the same platform.

Pricing is credit-based. Domo states that credits are consumed when data is stored, tables are updated, workflows run or ML inference executes in a pipeline, that failed processes are not charged, and that users are unlimited. Exact rates are given through sales. In 2026 Domo's site carries a notice that Progress Software has completed its acquisition of Domo's AI and data platform business, which buyers may wish to raise during contract talks.

Tellius describes its platform as AI-powered analytics for any person, any data and any question. Its AI agent, Kaiya, answers questions in natural language and runs what Tellius calls missions: recurring investigations that a team configures with an objective, knowledge sources, steps, triggers, a schedule and outputs. Specialist agents handle SQL, statistical analysis, ranking and synthesis, and Kaiya coordinates them into one brief.

Agents reason over a governed semantic layer that holds metrics, entity relationships and access rules, so a changed definition applies to every agent at once. Tellius states that agents come prepared for pharma, consumer goods, FP&A and revenue operations, including price-volume-mix analysis.

The pricing page lists two customised tiers. Premium covers up to 10 users with guided insights, search-driven visualisation, data preparation, 10 GB of storage and live pushdown queries to a cloud warehouse. Enterprise allows unlimited users and adds AutoML, SAML single sign-on, APIs, embedding and flexible deployment. The decision intelligence platforms page also covers Tellius from a different angle.

Savant calls its product an analytics automation platform built for analysts. It provides a drag-and-drop interface for preparing, blending and analysing data, with more than 300 no-code tools for cleaning, parsing and standardising values. Read and write connectors link files, applications and databases, and workflows run on schedules or triggers with operational alerts.

Savant has added AI agents for extraction, cleansing, matching, categorisation, insight and documentation, a Vision Agent that pulls data from PDFs and images, and a formula copilot. Its solution pages focus on finance, tax, HR, sales and marketing, and the company has released a plugin that brings its finance controls into ChatGPT.

The pricing model counts production runs. A run is one execution in a live environment, so a workflow scheduled once a day counts as one run a day. Development and test runs are unlimited and not billed. Pro starts at $3,000 a year for one workspace with unlimited users and up to 500 production runs. Enterprise is customised with unlimited workspaces and custom run volumes.

EasyMorph describes itself as a fully private data automation platform for preparing, analysing, transforming and automating data with visual drag-and-drop workflows. Its site offers separate routes for Excel users automating spreadsheet work, analysts preparing data for BI dashboards and data engineers building pipelines and custom APIs without code. The company also markets EasyMorph as an alternative to Alteryx.

EasyMorph Desktop designs and runs workflows. The free edition has no time limit, and EasyMorph states that even the free edition has no limits on runs or data volume and includes every integration. The Professional edition removes the free edition's restrictions, for example letting the File Manager reach Amazon S3, OneDrive, Google Drive, SharePoint and SFTP instead of local folders only. A licence covers one Windows account on any number of machines.

EasyMorph Hub is the server product for scheduling, triggers, shared spaces and the Explorer, which lets business users find and download data and track work. Hub pricing is per server and set by RAM: 32 GB for Basic and Starter, 64 GB for Team and 128 GB for Enterprise. A 30-day trial licence is available on request, and EasyMorph offers to exchange an existing Alteryx or Talend licence for an equivalent EasyMorph licence until the old one expires.

Mammoth Analytics combines no-code data cleaning, pipelines and dashboards in one hosted product. Users describe the fix they need in plain English, and Mammoth writes pipeline steps such as combining files, standardising text, converting dates and removing duplicates. Each step remains visible and editable, and the final step can publish a dashboard. Files, spreadsheets and standard databases connect on every plan.

The pricing model charges for builders, the people who connect sources, build pipelines and publish. Viewers are free and unlimited on all plans. Plans differ by builder count, refresh frequency and published dashboards: Free refreshes by hand, Starter weekly, Team daily and Pro every 3 hours. Team and Pro add viewer questions in natural language and unbranded dashboards, and Pro adds single sign-on with enforced multi-factor authentication.

Storage is priced separately, with 10 GB included and larger allowances added. Enterprise starts at $5,000 a month and adds private cloud deployment, unlimited builders, IP allowlisting and a named success manager. Every account starts with a 14-day Pro trial without a card.