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Data & Analytics
D

Domo

Domo.AI helps businesses analyze and work with their data using AI-powered capabilities within the Domo business intelligence platform.

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Overview

Domo.AI is an enterprise Business Intelligence platform that streamlines data analysis through natural language processing, AI agents, and automated insights, with pricing available on enterprise quote only. It is designed for mid-market and enterprise data teams, business analysts, and operational leaders who need to surface insights from large volumes of structured and unstructured data without writing code.

Founded in 2010 by Josh James (the co-founder of Omniture), Domo went public on NASDAQ in 2018 and has built its AI layer on top of its existing cloud-native data experience platform. Domo.AI bundles several capabilities into one suite: AI Chat for natural-language data exploration, Agent Catalyst for building custom AI agents tailored to specific business workflows, prebuilt forecasting models, an AI SQL assistant, automated Beast Mode calculation generation, and FileSets for ingesting unstructured documents. The platform supports model management and deployment with bring-your-own-model flexibility, allowing teams to plug in OpenAI, Anthropic, Google, Amazon Bedrock, Hugging Face, or private LLMs while keeping enterprise governance controls in place.

Based on our analysis of 870+ AI tools in the aitoolsatlas.ai directory, Domo distinguishes itself from pure-play conversational BI tools by combining a full data integration stack (1,000+ pre-built connectors), traditional dashboarding, and agentic AI in one governed environment. Compared to alternatives like Tableau, Power BI, ThoughtSpot, and Qlik, Domo positions itself as the most agent-forward enterprise BI platform — particularly for organizations that want to operationalize AI agents that take action on data, not just visualize it. Domo is recognized by Gartner in the Magic Quadrant for Analytics and Business Intelligence Platforms and serves customers including DHL, Cisco, ESPN, and the Sacramento Kings.

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Key Features

AI Chat+

A natural-language interface that lets business users ask questions of their data and receive instant visualizations and narrative summaries. AI Chat is grounded in the user's governed Domo datasets, so answers respect existing permissions and data definitions rather than hallucinating off generic LLM knowledge. It supports follow-up questions, drill-downs, and explanations of how each answer was calculated.

Agent Catalyst+

A no-code/low-code framework for building custom AI agents that combine LLM reasoning with Domo data, workflows, and write-back actions. Users can define an agent's goal, give it access to specific datasets and tools, and deploy it to Slack, Teams, email, or directly into Domo dashboards. Agent Catalyst supports any approved LLM, so you can route different agents to different models based on cost or capability.

Prebuilt Forecasting Models and AI SQL Assistant+

Domo.AI ships with prebuilt forecasting models for time-series prediction (revenue, demand, churn) that can be applied to any dataset without data-science expertise. The AI SQL Assistant generates and explains SQL for Magic ETL transformations, helping analysts move from natural-language intent to production-ready queries. Together they collapse the gap between BI users and ML/SQL practitioners.

FileSets for Unstructured Data+

FileSets allow Domo to ingest unstructured documents — PDFs, contracts, transcripts, emails — and make them queryable alongside structured data. Combined with AI Chat, this means a user can ask 'summarize all renewal risks across our Q4 customer call transcripts' and get a grounded answer. This brings RAG-style capabilities into a governed BI environment.

Model Management and Governance+

A central control plane for managing which LLMs and ML models are available, who can use them, and on which datasets. Admins can plug in OpenAI, Anthropic, Google, Amazon Bedrock, Hugging Face, or private models, set usage policies, and audit every AI interaction. This is a core requirement for regulated industries and is more mature in Domo than in most competing BI tools.

Pricing Plans

Enterprise

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Best Use Cases

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Enterprise data teams consolidating ETL, BI dashboarding, and AI agents into a single governed platform to reduce tool sprawl and licensing costs

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Finance and operations leaders who need natural-language access to KPIs across many source systems without filing tickets to a BI team

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Organizations building custom AI agents that act on business data — for example, automating variance analysis, account scoring, or inventory alerts

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Regulated industries (healthcare, financial services, government) that require granular role-based access, audit logs, and bring-your-own-model controls

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Companies replacing legacy on-prem BI tools with a cloud-native platform that includes 1,000+ pre-built connectors to SaaS and database sources

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Embedded analytics use cases where SaaS vendors want to ship branded dashboards and AI insights inside their own products via Domo Everywhere

Limitations & What It Can't Do

We believe in transparent reviews. Here's what Domo doesn't handle well:

  • ⚠No public self-serve pricing or free tier — every deployment requires a sales engagement and custom quote
  • ⚠Total cost of ownership scales with data volume, user count, and premium add-ons, which can become expensive for fast-growing companies
  • ⚠Agent Catalyst and FileSets require additional configuration and are not as turnkey as the core AI Chat experience
  • ⚠Less ecosystem depth (community templates, third-party extensions) than Tableau or Power BI, which have larger user bases
  • ⚠Some users report slower performance on very large unstructured datasets compared to specialized data warehouse platforms

Pros & Cons

✓ Pros

  • ✓Combines data integration, BI dashboarding, and agentic AI in a single governed platform — eliminating the need to stitch together separate ETL, BI, and AI vendors
  • ✓Bring-your-own-model flexibility supports OpenAI, Anthropic, Google, Amazon Bedrock, and private LLMs, avoiding vendor lock-in
  • ✓Over 1,000 pre-built data connectors make it faster to onboard data than most competing BI tools in our directory
  • ✓Agent Catalyst allows non-developers to build domain-specific AI agents that act on data, not just answer questions
  • ✓Recognized in the Gartner Magic Quadrant for Analytics and BI Platforms with customers including Cisco, DHL, and ESPN
  • ✓Strong governance and role-based access controls suitable for regulated industries and enterprise compliance requirements

✗ Cons

  • ✗Pricing is enterprise-only with no public tiers, making it inaccessible to small teams and difficult to evaluate against competitors
  • ✗Steeper learning curve than lightweight BI tools — full mastery of Beast Mode, Magic ETL, and Agent Catalyst takes weeks
  • ✗Some advanced AI features (Agent Catalyst, FileSets) are part of premium add-ons rather than the base subscription
  • ✗User reviews on G2 and Gartner note that costs can scale rapidly with data volume and user seats
  • ✗Mobile app and embedded analytics are capable but less polished than the desktop experience

Frequently Asked Questions

How much does Domo.AI cost?+

Domo does not publish public pricing — all plans are quoted on an enterprise basis after a sales conversation. Industry reports and G2 reviews place typical Domo deployments in the $750–$3,000+ per user per year range, with additional costs for data volume, premium AI features like Agent Catalyst, and Domo Everywhere embedded analytics. Compared to the Business Intelligence category average in our directory, Domo sits at the higher end, but bundles ETL, BI, and AI agents that would otherwise require multiple separate tools. Prospective buyers should request a custom quote and ask specifically whether AI Chat and Agent Catalyst are included.

What makes Domo.AI different from other BI tools like Tableau or Power BI?+

Domo.AI is built around agentic AI and end-to-end data operations, while Tableau and Power BI are primarily visualization-first platforms that have added AI features later. Domo includes 1,000+ native data connectors, Magic ETL data transformation, AI Chat for natural-language queries, and Agent Catalyst for building custom AI agents that take action — all in one governed environment. Tableau and Power BI typically require pairing with separate ETL tools (Fivetran, dbt) and AI services to match Domo's scope. Choose Domo if you want a single vendor for data, BI, and AI agents; choose Tableau or Power BI if visualization quality and ecosystem maturity are your priorities.

Can Domo.AI use my own large language model?+

Yes — Domo supports a bring-your-own-model architecture and integrates with OpenAI, Anthropic, Google Vertex, Amazon Bedrock, Hugging Face, and private/self-hosted LLMs. This means your AI Chat queries and Agent Catalyst agents can run on the model your organization has already approved for security and compliance. Model management is centralized within Domo's governance layer, so admins can control which models are allowed for which datasets. This flexibility is a key differentiator versus BI tools that lock you into a single AI provider.

Is Domo.AI suitable for small businesses?+

Domo is primarily targeted at mid-market and enterprise organizations rather than small businesses or solo users. The enterprise-only pricing model, advanced governance features, and breadth of capabilities are designed for teams managing large data volumes across many sources. Small businesses with simpler needs may find more value in tools like Looker Studio (free), Metabase, or Power BI Pro at $14/user/month. That said, Domo does offer entry-level packages for growing companies — but expect a sales conversation rather than a self-serve signup.

What kinds of AI agents can I build with Agent Catalyst?+

Agent Catalyst lets users build domain-specific AI agents that combine LLM reasoning with Domo's data, workflows, and actions. Common examples include a finance agent that flags budget variances and drafts variance commentary, a sales agent that prioritizes accounts based on signals across CRM and product data, and a supply-chain agent that monitors inventory and triggers reorder workflows. Agents can read structured data, query unstructured documents through FileSets, call APIs, and write back to source systems. The Agent Store also provides prebuilt agents you can deploy without building from scratch.
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What's New in 2026

Domo's 2025–2026 roadmap centers on Agent Catalyst (custom AI agent builder), the Agent Store for prebuilt agents, expanded bring-your-own-model support across OpenAI, Anthropic, Google, Amazon Bedrock, and Hugging Face, FileSets for querying unstructured documents alongside structured data, and an emphasis on 'governed agentic AI' as a category positioning.

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Quick Info

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Data & Analytics

Website

www.domo.com/ai
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