Blog

Research, how-to guides, and product thinking for teams building reliable analytics agents.

Launching nao automations

product updates

Launching nao automations

28 May 2026

Schedule your nao analytics agents to run in the background. Recurring reports, conditional alerts, and a new Feed to track all agent activity.

LangChain vs Wren AI vs nao: which open-source tool for agentic analytics?

Buyer's Guide

LangChain vs Wren AI vs nao: which open-source tool for agentic analytics?

22 May 2026

Three open-source projects for agentic analytics, tested on the same BigQuery question. Setup, accuracy, context approach, and which to pick.

Launching the nao MCP App

product updates

Launching the nao MCP App

22 May 2026

nao MCP now renders interactive charts and stories directly inside your AI agent. Same nao UI, no tab switch.

Launching nao Enterprise

product updates

Launching nao Enterprise

20 May 2026

nao Enterprise gives data teams SSO, row-level security, branded UI, and implementation support - while staying open source at the core.

Launching the nao MCP

product updates

Launching the nao MCP

12 May 2026

nao now exposes itself as an MCP server. Run governed analytics from Claude, Cursor, Codex, or any MCP-compatible tool.

Introducing the First Headless Analytics Agent

product updates

Introducing the First Headless Analytics Agent

11 May 2026

nao is becoming the first headless analytics agent - your company data brain, everywhere you work. No dashboard needed.

Microsoft Entra ID SSO is GA in nao Enterprise

product updates

Microsoft Entra ID SSO is GA in nao Enterprise

30 April 2026

nao Enterprise now supports Microsoft Entra ID SSO in general availability, with identity-preserving runtime queries for teams using Azure AD federation.

Launching nao Context Engineering skills

product updates

Launching nao Context Engineering skills

29 April 2026

Five open-source skills that set up your nao project, write its rules, build its test suite, audit it, and add a semantic layer. Install with `nao skills add getnao/nao`.

Agentic Analytics Meetup Paris 🇫🇷

Community

Agentic Analytics Meetup Paris 🇫🇷

08 April 2026

Recap of the first meetup dedicated to agentic analytics: 4 data teams from Gorgias, Malt, GetAround, and The Working Company share what they've actually built, what worked, and what didn't.

How to Make the Semantic Layer Work for Analytics Agents

insights

How to Make the Semantic Layer Work for Analytics Agents

07 April 2026

How to go from the semantic layer answering no questions to 82% reliability on a wide business range - 4 steps with real benchmark data.

How to Do Data Modeling for AI Agents: 8 Practical Rules

Technical Guide

How to Do Data Modeling for AI Agents: 8 Practical Rules

1 April 2026

A practical guide to data modeling for AI agents, with clear rules to optimize for precision, reliability, and better chat-with-data performance.

Launching nao Stories

Product

Launching nao Stories

24 March 2026

Stories turn a chat with your data into a shareable, editable, versioned report. Watch the launch demo and read how it works.

How to Build a Context Stack for Agentic Analytics

insights

How to Build a Context Stack for Agentic Analytics

20 March 2026

A practical 7-step guide for data teams to build a context stack that improves analytics agent reliability, speed, and cost control.

How to do context engineering for analytics agents

guides

How to do context engineering for analytics agents

19 March 2026

A summary of 3 context engineering studies on analytics agents: what actually moves reliability, whether a semantic layer is worth it, and how to set up a testing and monitoring framework.

What's the Best Analytics Agent for Your Data Team?

Buyer's Guide

What's the Best Analytics Agent for Your Data Team?

16 March 2026

A practical guide to choose the best option for you to deploy an analytics agent.

How to Set Up an AI Analytics Slack Bot with an Open Source Framework

Technical Guide

How to Set Up an AI Analytics Slack Bot with an Open Source Framework

12 March 2026

A practical step-by-step guide to set up an AI analytics Slack bot with an open source framework so your team can chat with data directly in Slack.

How to Set Up an AI Analytics Teams Bot with an Open Source Framework

Technical Guide

How to Set Up an AI Analytics Teams Bot with an Open Source Framework

12 March 2026

A step-by-step guide to set up an AI analytics Microsoft Teams bot with an open source framework so your team can chat with data directly in Teams.

4 Steps to Improve Your Analytics Agent Reliability from 45% to 86%

Technical Guide

4 Steps to Improve Your Analytics Agent Reliability from 45% to 86%

11 March 2026

A practical case study on how context engineering, dbt documentation, and data-model fixes improved an analytics agent from 45% to 86% reliability.

How to Build Your In-House Analytics Agent Fully with Open Source

Technical Guide

How to Build Your In-House Analytics Agent Fully with Open Source

5 March 2026

A practical 7-step framework to build your in-house analytics agent fully with open source tooling, from context engineering to evaluation and rollout.

5 Steps to Deploy an Analytics Agent on dbt MCP to Your Whole Company

Technical Guide

5 Steps to Deploy an Analytics Agent on dbt MCP to Your Whole Company

3 March 2026

A practical 5-step setup guide to deploy an analytics agent on dbt MCP with nao, from choosing the right MCP to rolling out chat with data across your company.

How to Build an AI-First Data Team

Technical Guide

How to Build an AI-First Data Team

2 March 2026

A practical 5-step guide to turning your team into an AI-first data team with context engineering, open source analytics, and chat with data workflows.

How Data Teams Build Skills for Agentic Analytics: 7 Practical Steps

insights

How Data Teams Build Skills for Agentic Analytics: 7 Practical Steps

27 February 2026

A practical 7-step guide for data teams to design, organize, and test skills that improve analytics agent reliability and chat-with-data outcomes.

How to Evaluate an Analytics Agent: A Practical Guide with nao test

insights

How to Evaluate an Analytics Agent: A Practical Guide with nao test

26 February 2026

A step-by-step guide to evaluating your analytics agent's reliability using nao's built-in unit test framework — from writing your first test to running the visual dashboard.

What Is the Impact of a Semantic Layer on Analytics Agent Performance?

insights

What Is the Impact of a Semantic Layer on Analytics Agent Performance?

24 February 2026

We tested MetricFlow semantic layers against a plain rules.md file to measure the real impact on analytics agent reliability, cost, and speed. Here's what the data says.

What Context Has the Most Impact on Analytics Agent Performance?

insights

What Context Has the Most Impact on Analytics Agent Performance?

21 February 2026

We tested schema, data sampling, profiling, dbt repos, and rules.md to find which context pieces actually improve analytics agent reliability. Here's what the data says.

5 Best Open Source Analytics Agents (2026 Comparison)

product updates

5 Best Open Source Analytics Agents (2026 Comparison)

18 February 2026

Compared 5 open source analytics agents on SQL accuracy, context depth, and production readiness. Find the right stack for your data team.

Why data teams need an open framework for context engineering

vision

Why data teams need an open framework for context engineering

14 February 2026

Analytics agents won't scale without a proper context stack. Here's why context engineering needs its own open framework — and what that framework looks like.

Why we're making our Analytics Agent open source

product & vision

Why we're making our Analytics Agent open source

12 February 2026

Open source isn't a marketing strategy. It's the only way to build trust in analytics agents — and the only way context engineering matures as a discipline.

5 Reasons Natural Language Analytics is Replacing Traditional BI Dashboards

Industry Trends

5 Reasons Natural Language Analytics is Replacing Traditional BI Dashboards

5 February 2026

Why natural language interfaces are displacing traditional BI dashboards - and how to prepare your data warehouse for this shift

How to Build Production-Ready AI Agents for Data Analytics: The Complete Guide

Technical Guide

How to Build Production-Ready AI Agents for Data Analytics: The Complete Guide

4 February 2026

A complete guide to building reliable AI agents for data analytics - from context engineering to production deployment

20 Best AI Analytics Agents Compared: 2026 Benchmark

Benchmarks

20 Best AI Analytics Agents Compared: 2026 Benchmark

3 February 2026

Full benchmark of 20 AI analytics agents on accuracy, cost, context depth, and data team UX. Warehouse-native tools, AI-native BI, and open-source agents compared.

Basics of Git data analysts should learn

use cases

Basics of Git data analysts should learn

9 October 2025

Learn Git essentials for data professionals, including practical workflows and how AI can help automate version control for SQL, Python, and data projects

How to choose the right data stack

data news

How to choose the right data stack

5 October 2025

A comprehensive guide to choosing the right data stack for your company's stage and data maturity.

How to Set Up dbt Core (2026): Your First Model with AI

use cases

How to Set Up dbt Core (2026): Your First Model with AI

1 September 2025

Learn to set up dbt Core in 2026: install the CLI, write staging and fact models on BigQuery, add tests, and use AI to build 10x faster.