Exmergo Blog
Our hub for articles, tutorials, and updates on AI Agents applied to Data Analytics, product updates, and industry trends.
The Myth of Self-Service Analytics, and How Agentic AI Changes That
Self-service analytics was a myth. Until now. Discover how Agentic AI replaces complex BI tools with autonomous, instant dashboard creation.
Viz: Your Semantic Layer, Visualized
Viz is now the visualization agent for your semantic layer. Its first semantic connector is the dbt Semantic Layer, and it is live today.
Before you buy an agentic data platform, build it yourself
Claude Code and DuckDB are all you need to start an agentic analytics project. And dex demo makes it even easier.
How Monte Carlo and Dex keep your data healthy
How Dex Enterprise and Monte Carlo help teams keep pipelines healthy, address drift, and turn recurring maintenance into reviewed changes.
How to give Claude the context and guardrails to work safely in dbt with Dex skills
Agent skills shouldn't just be markdown files. Dex by Exmergo helps Claude use dbt with an open source analytics engineering CLI
How dbt and Dex form the agent-native data stack
Coding SQL is not the problem anymore. The analytics engineering lifecycle is what teams need to manage. dbt and Dex help with that.
The Guardrails Are the Product. Running Dex against a live warehouse, with an LLM on the other end
I did not adopt Dex for its features. I adopted it because it refuses things. What follows is what that refusal looked like in production, including where it did not hold.
`dex maintain` as long-term memory for agents doing analytics engineering
How the .dex/ artifacts turn a stateless coding agent into one that remembers what the warehouse looked like last week, and why that is the difference between detecting drift and re-deriving the world every session.
How a Team of One Built our Product Analytics Data Warehouse in Just One Week
A team of one built our product analytics warehouse in a week. Here's how a coding agent, real guardrails, and the ETM loop made it safe.
The $600 Slack Ping: What Happens When You Point a Coding Agent at Your Warehouse
Autonomous coding agents are running wild on datawarehouses, racking up hundred dollar bills in seconds. Agentic tooling for Analytics Engineering and Data Engineering, like Dex, can mitigate these very real risks.
ETL or ELT? How about ETM
For the past decade, the debate has been ETL vs ELT. Extract Transform Load, or Extract Load Transform? But maturing data platforms and advancements in AI have brought a new term to the forefront: ETM. Explore, Transform, Maintain
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I asked GPT to pick a random number between 1 and 100
I asked GPT to pick a random number between 1 and 100. The results mirrors human biases with some striking exceptions.
The Dashboard is Dead. Long Live the AI Dashboard.
The dashboard is dead. Long live the AI dashboard. Stop staring at static charts and start chatting with your data.
In Defense of the Pie Chart: Why We Should Rethink Its Reputation
Is the pie chart inherently flawed, or just the victim of systemic misuse? Read why we're defending it and how AI fixes data visualization.
Kill the Build Process: Introducing Dashboard Mode for Exmergo Viz
Stop wrestling with complex menus. Introducing Dashboard Mode by Exmergo: turn a single prompt into a full data dashboard instantly.
The Rise of AI Dashboards: How Non-Technical Users Can "Vibe Report" Data Analytics With Agents
The barrier to entry for data analytics is disappearing. While AI tools like Claude Code allow users to "vibecode" marketing pages and software, data analytics has lagged due to issues with trust and scalable architecture. Exmergo Viz solves this by combining a fleet of Data Analysis Agents with robust Data Lakehouse infrastructure, allowing non-technical users to generate accurate, high-volume data dashboards simply by asking questions.
Build AI Dashboards Just by Talking to Your Data
Stop wrestling with BI tools. With Exmergo Viz, talk to your data to build stable AI dashboards. No code needed!
Stop Trying to Vibe Code Your Data Warehouse
Don't let AI break your data warehouse. See why Agentic AI is better suited for last-mile data visualization and discover the power of Exmergo Viz.