MytheAi

🧮 Task

AI for Data Modeling (2026)

Data modeling used to be the analyst writing 200-line SQL queries to join CRM, billing, and product tables into a usable revenue cube. AI data modeling tools now generate the joins, suggest aggregations, and surface anomalies from natural-language prompts. Rows and Deepnote lead the spreadsheet-native segment with AI-assisted formulas; Julius AI and Akkio serve no-code analysts; Formula Bot, Hal9, Seek AI add prompt-to-SQL on top of existing warehouses.

Updated May 20265 toolsintermediate

How we picked

We weighted: prompt-to-SQL accuracy on real schemas, multi-table join handling, integration with Snowflake and BigQuery, and explainability of AI-generated models.

Top 5 picks

  1. 1
    Rows
    RowsFreemium

    The AI-powered spreadsheet with built-in data connectors

    ★ 4.4610 reviewsFree tierFrom $14/mo
    Try Rows →Review →
  2. 2
    Deepnote
    DeepnoteFreemium

    Collaborative data science notebooks with AI built in

    ★ 4.6740 reviewsFree tier0
    Try Deepnote →Review →
  3. 3
    Julius
    JuliusFreemium🔥 Trending

    Chat with your data - AI analysis of spreadsheets and datasets

    ★ 4.4870 reviewsFree tierFrom $20/mo
    Try Julius →Review →
  4. 4
    Akkio
    AkkioPaid🔥 Trending

    No-code machine learning for business teams

    ★ 4.4520 reviewsFrom $49/mo
    Try Akkio →Review →
  5. 5
    Formula Bot
    Formula BotFreemium

    Turn plain English into spreadsheet formulas instantly

    ★ 4.5890 reviewsFree tierFrom $6.99/mo
    Try Formula Bot →Review →

Frequently asked

Rows vs Deepnote for modeling?
Rows is a spreadsheet-first interface with AI formulas and live data connections; Deepnote is a notebook-first interface with Python plus AI assist. Spreadsheet-native analysts prefer Rows; SQL or Python-fluent teams prefer Deepnote.
Can AI replace dbt?
Not yet. AI tools generate one-off models well but lack dbt's testing, lineage, and version control depth that production data teams need. Most teams use AI to draft initial dbt models that engineers review and refactor.
Best for non-technical PM?
Julius AI and Akkio both handle natural-language prompts against uploaded CSVs without any SQL. Formula Bot and Seek AI work directly against connected warehouses for live data with the same prompt simplicity.

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Written by

John Pham

Founder & Editor-in-Chief

Founder of MytheAi. Tracking and reviewing AI and SaaS tools since January 2026. Built MytheAi out of frustration with pay-to-rank listicles and SEO-driven AI directories that prioritize ad revenue over honest guidance. Hands-on testing across 500+ tools to date.

·How we rank tools

Disclosure: Some links on this page are affiliate links. We may earn a commission at no extra cost to you. Rankings are based on editorial merit. Affiliate relationships never influence placement.