---
title: "MotherDuck for Operators | Live Data Apps Built by Agents"
description: "Instruct your agent to pull from any source, including your existing data warehouse. Distill your expertise into agent guides that keep your team in context. Ask anything about your data and share production-ready data apps with your whole team in seconds."
canonical: "https://motherduck.com/product/for-operators/"
---

# Craft and share data apps in seconds.

Instruct your agent to pull from any source, including your existing data warehouse. Distill your expertise into agent guides that keep your team in context. Ask anything about your data and share production-ready data apps with your whole team in seconds.

[Start free](https://auth.motherduck.com/authorize?app_source=web&response_type=code&client_id=bza3KWQpxRAFlTlRFXUo29AOg9xD7zcp&redirect_uri=https%3A%2F%2Fapp.motherduck.com%2F&state=STATE&auth_flow=signup&screen_hint=signup&ext-ph_distinct_id=6e4a2191-8e45-4697-b711-b994bc4bc5f5)
[See it in action · 5 min](/try/)

Trusted by operators at

## Stop arguing about which spreadsheet is right.

- ### Everyone builds data apps now Stop filing tickets and turn one prompt into reliable answers, whether you're tracking inventory, watching spend, or chasing churn.
- ### Get metrics right every time Pipeline, CAC, ARR – any metric that matters is stored in Guides for your whole team. Agents read your Guides, so everyone gets the same number.[How we do it at MotherDuck](/blog/chief-of-staff-guide-ai-agents-metrics/)
- ### Connect everything you use Explore data from HubSpot, Stripe, spreadsheets, ads, your warehouse, or practically anywhere. MotherDuck is how your agents get answers right, fast.
- ### Answers are live and governed Autonomous pipelines keep data fresh, and secure data apps replace dozens of spreadsheets and outdated LLM-generated artifacts.
[Get your first answer](https://auth.motherduck.com/authorize?app_source=web&response_type=code&client_id=bza3KWQpxRAFlTlRFXUo29AOg9xD7zcp&redirect_uri=https%3A%2F%2Fapp.motherduck.com%2F&state=STATE&auth_flow=signup&screen_hint=signup&ext-ph_distinct_id=6e4a2191-8e45-4697-b711-b994bc4bc5f5)

Start free and pay as you go.

## See what you can build.

Try these live examples, and start building your own.

[OpsSupply Chain Command Center](/dive-gallery/dives/supply-chain-command-center/)[FinanceFinancial Reporting Briefing Book](/dive-gallery/dives/financial-reporting-briefing-book/)[Just for funCERN Open Data: High-Energy Particle Collisions](/dive-gallery/dives/cern-open-data-high-energy-particle-collisions/)
[See More Examples](/dive-gallery/)

## Fast for you, secure for your IT team.

- SOC 2 Type II
- GDPR

1. ### Data from everything Data from all your tools. Auditable, governed and secure.
1. ### Isolated by default Access is controlled and sharing is governed, so your agents access data safely.

## Simple, transparent pricing.

Start free and pay as you go.

[See plans & pricing](/product/pricing/)

## Teams like yours run on MotherDuck.

[All customer stories →](/case-studies/)

### Healthcare

### Finance & insurance

### Retail & e-commerce

### Logistics

### AI & hardware

### Culture & community

1–3 / 6 industries

## Get everyone on the same numbers

[How-toA Chief of Staff's Guide to Context LayersKaitlyn, MotherDuck’s Chief of Staff, on why self-serve analytics with AI agents fragments your metrics, and how non-technical leaders can get everyone on one definition of metrics.11 min read](/blog/chief-of-staff-guide-ai-agents-metrics/)[43:41VideoBuilding Interactive Data Apps with MotherDuck DivesLearn to build interactive data apps with MotherDuck Dives. Go beyond static charts with live SQL, React components, and shareable URLs.44 min webinar44 min webinar](/videos/interactive-data-apps-motherduck-dives/)[How-toClaude Code + Dives = Any data UILearn how to build custom interactive data visualizations using MotherDuck Dives and Claude Code.11 min read11 min read](/blog/claude-code-plus-dives-equals-any-data-ui/)[DocsUsing Guides to improve AI query accuracy and personalize agents](/docs/key-tasks/guides/)[52:41VideoGuides: Warehouse-Native Context for AI AgentsGuides store business context inside your warehouse so AI agents write correct SQL. See how warehouse-native context works in MotherDuck.53 min video53 min video](/videos/guides-context-layer-ai-agents/)[DocsRestricting to read-only accessRestrict the remote MCP server to read-only queries using client-side blocking, read scaling tokens, or proxy filtering](/docs/key-tasks/ai-and-motherduck/securing-read-only-access/)

## Stop waiting in line and start asking.

[See it for yourself](/try/)