# Exmergo

> Exmergo is the AI stack for your data stack. Unlock the intelligence that's just waiting to emerge from your data. Exmergo meets teams where they are with purpose-built agentic tooling. Start with Dex to explore your warehouse and build and maintain dbt models and semantic definitions. Visualize governed metrics with Viz.

Exmergo is a Delaware-incorporated company. Its thesis: the governed semantic layer is the single source of truth every agent should read from. Dex, which is open source, authors and maintains it; Viz turns it into dashboards business users can build. General marketing leads with Dex, because that is where a team starts.

## Product

- [Exmergo Dex](https://www.exmergo.com/dex): The open-source, agent-native analytics engineering toolkit for Claude Code and any agent — warehouse exploration, dbt transformation and semantic modeling (MetricFlow or Apache Ossie), and schema/volume/grain/semantic drift maintenance. Free under Apache 2.0 for single-player developer use, with a cost guard on every warehouse connector. ([md](https://www.exmergo.com/dex.md))
- [Dex Enterprise](https://www.exmergo.com/dex/enterprise): The paid, organization-wide Dex workflow. Scopes analytics goals, builds dbt changes from tickets, and fixes drift on a schedule, running in the customer’s CI with every change opened as a draft pull request. Priced by conversation; distinct from Exmergo Enterprise. ([md](https://www.exmergo.com/dex/enterprise.md))
- [Exmergo Viz](https://www.exmergo.com/viz): Your Semantic Layer, Visualized. Reads governed metrics, dimensions, and verified join paths from your dbt Semantic Layer (MetricFlow) and turns them into interactive dashboards, with every chart traceable to the definition behind it. No SQL required, and CSV/Excel uploads remain available for teams without a semantic layer. ([md](https://www.exmergo.com/viz.md))
- [Pricing](https://www.exmergo.com/pricing): Dex is free and open source. Viz plans are Pro ($19/month) and Ultra ($99/month), each with a 14-day free trial that applies to Viz only, plus Enterprise with custom pricing. Dex Enterprise and Exmergo Enterprise are priced by conversation. ([md](https://www.exmergo.com/pricing.md))
- [Exmergo Enterprise](https://www.exmergo.com/enterprise): The broader platform bringing Dex and Viz together, with custom pricing and unlimited users. Distinct from Dex Enterprise. ([md](https://www.exmergo.com/enterprise.md))
- [Data Connectors](https://www.exmergo.com/connectors): Dex warehouse connectors BigQuery, Snowflake, Databricks, Redshift, ClickHouse, PostgreSQL, Trino, and DuckDB, plus the dbt and Apache Ossie semantic layers; and the dbt Semantic Layer connector that grounds Viz in governed MetricFlow metrics, alongside CSV and Excel uploads for Viz. ([md](https://www.exmergo.com/connectors.md))

## Try Exmergo

Choosing a product, not a common account: there is no platform-wide Exmergo trial or signup.

- Try Dex: https://github.com/exmergo/dex — free and open source, installed into Claude Code or any agent with a single command.
- Try Viz: https://viz.exmergo.com/ — the hosted app, where Viz Pro and Ultra start with a 14-day free trial.

## Documentation

- [Exmergo Docs](https://docs.exmergo.com): Product documentation for Exmergo, with one section per product.
- [Dex documentation](https://docs.exmergo.com/dex): Install, connect a warehouse, the guardrails (cost controls and the PII policy), every connector, semantic layers (dbt and Apache Ossie), and the full CLI reference. Its own index for agents is at https://docs.exmergo.com/llms.txt.

## Benchmarks

- [Benchmarks](https://www.exmergo.com/benchmarks): How Exmergo performs on public analytics-engineering benchmarks. Every run published under its own dated page, with the baseline it was compared against. ([md](https://www.exmergo.com/benchmarks.md))
- [ADE-bench](https://www.exmergo.com/benchmarks/ade-bench): dbt Labs' 75-task Analytics Engineering Benchmark — what it measures, and every run Exmergo has published against it. ([md](https://www.exmergo.com/benchmarks/ade-bench.md))
- [ADE-bench, 21 July 2026](https://www.exmergo.com/benchmarks/ade-bench/2026-07-21): Dex + Claude Sonnet 5 resolves 57 of 75 tasks (76.0%), leading three model runs and beating dbt's own published agent skills at 58%. ([md](https://www.exmergo.com/benchmarks/ade-bench/2026-07-21.md))
- [data-eng-bench](https://www.exmergo.com/benchmarks/data-eng-bench): Snowflake's 103-task Data Engineering Agent Benchmark, scored pass/fail by the dbt project's own pytest suite. What it measures, and every run Exmergo has published against it. ([md](https://www.exmergo.com/benchmarks/data-eng-bench.md))
- [data-eng-bench, 11 August 2026](https://www.exmergo.com/benchmarks/data-eng-bench/2026-08-11): Dex + Claude Sonnet 5 resolves 59 of 103 tasks (57.3%) at k=1, the highest published figure for any Sonnet 5 configuration and statistically indistinguishable from the two Snowflake published at 56.6%. Dex fired on 98% of trials; 94.7% of the 2,850 verifier assertions passed. No baseline arm, so no delta is attributed to Dex. ([md](https://www.exmergo.com/benchmarks/data-eng-bench/2026-08-11.md))

## Comparisons

- [Exmergo Viz vs Tableau](https://www.exmergo.com/viz/viz-vs-tableau): AI-native vs legacy visual analytics. ([md](https://www.exmergo.com/viz/viz-vs-tableau.md))
- [Exmergo Viz vs Power BI](https://www.exmergo.com/viz/viz-vs-power-bi): AI-native vs Microsoft ecosystem BI. ([md](https://www.exmergo.com/viz/viz-vs-power-bi.md))
- [Exmergo Viz vs ChatGPT](https://www.exmergo.com/viz/viz-vs-chatgpt): Purpose-built visualization agent vs general-purpose chat assistant. ([md](https://www.exmergo.com/viz/viz-vs-chatgpt.md))
- [Exmergo Viz vs Claude](https://www.exmergo.com/viz/viz-vs-claude): Purpose-built visualization agent vs general-purpose AI assistant. ([md](https://www.exmergo.com/viz/viz-vs-claude.md))

## Use Cases

Each use case splits the data team's upstream work in Dex from the business user's visualization workflow in Viz. Dex works with data already in a supported warehouse; it does not ingest from source systems.

- [Data & Analytics Teams](https://www.exmergo.com/use-cases/data-teams): Engineers explore warehouse schemas and author tested dbt models and semantic definitions with Dex; business teams get self-service dashboards in Viz built on those definitions. ([md](https://www.exmergo.com/use-cases/data-teams.md))
- [Marketing Teams](https://www.exmergo.com/use-cases/marketing-teams): Data teams model campaign, spend, conversion, and revenue data already in the warehouse with Dex; marketing visualizes performance and shares reports in Viz. ([md](https://www.exmergo.com/use-cases/marketing-teams.md))
- [Startups](https://www.exmergo.com/use-cases/startups): Engineers establish and maintain reusable models and business metrics with free, open-source Dex; founders and operators visualize them in Viz, with file-based workflows still available. ([md](https://www.exmergo.com/use-cases/startups.md))
- [Recruitment](https://www.exmergo.com/use-cases/recruitment): Data teams model existing hiring data with Dex and define funnel and time-to-fill metrics; recruiters visualize and share hiring performance in Viz. ([md](https://www.exmergo.com/use-cases/recruitment.md))
- [Supply Chain](https://www.exmergo.com/use-cases/supply-chain): Data teams model inventory, order, and supplier data with Dex and maintain the metric definitions; operations visualizes inventory, OTIF, and supplier performance in Viz. ([md](https://www.exmergo.com/use-cases/supply-chain.md))

## Company

- [Partnerships](https://www.exmergo.com/partnerships): Referral (introducing teams exploring Exmergo, beginning with Dex-led engineering needs), Agency (warehouse exploration, dbt modeling, semantic-layer implementation, and Viz dashboard services), and Value-Added Reseller (packaging eligible paid offerings with partner services). Paid-product eligibility, referral rewards, resale arrangements, and support terms are agreed with the Exmergo team; open-source Dex remains free. ([md](https://www.exmergo.com/partnerships.md))
- [Blog](https://www.exmergo.com/blog): AI agents applied to analytics engineering and data analytics, product updates, industry trends. ([md](https://www.exmergo.com/blog.md))
- [Book a Demo](https://www.exmergo.com/book-demo): Book a live demo with the Exmergo team, or send a partnership inquiry. ([md](https://www.exmergo.com/book-demo.md))
- [Discord](https://www.exmergo.com/discord): The Exmergo community server. The invite is issued after a short human check on the page, not published as a link. ([md](https://www.exmergo.com/discord.md))

## Legal

- [Privacy Policy](https://www.exmergo.com/privacy): The master policy, covering the website, our role as controller and processor, sub-processors, your rights, and international transfers. ([md](https://www.exmergo.com/privacy.md))
- [Exmergo Viz Privacy](https://www.exmergo.com/privacy/viz): Product annex. How uploaded files are stored, exactly what reaches Google's AI models, which plans are excluded from model training, connector credentials, and published dashboards. ([md](https://www.exmergo.com/privacy/viz.md))
- [Exmergo Dex Privacy](https://www.exmergo.com/privacy/dex): Product annex. Dex runs on your machine and sends Exmergo nothing. Full boundary table of where data goes, what crosses into agent context, the PII firewall, and what is written to .dex/. ([md](https://www.exmergo.com/privacy/dex.md))
- [Terms of Service](https://www.exmergo.com/terms) ([md](https://www.exmergo.com/terms.md))

## Full content

- [llms-full.txt](https://www.exmergo.com/llms-full.txt): All pages concatenated into a single markdown document.

## Sitemap

- https://www.exmergo.com/sitemap.xml