Blog
Insights, tutorials, and news from the TagoIO team.
Subscribe for the latest news
Introducing Analysis Endpoints
Give a Luau Analysis an HTTP URL for forms, webhooks, device configuration, and responses your dashboards can use.
Introducing Bun for Analysis
Run TypeScript and JavaScript in TagoIO with package-name imports, saved bundles, and connections to external services.
SCADA Without the Symbol Library
A pump station HMI built as one Custom Widget that TagoAI wrote from a description: what is on the screen, how commands reach the field, and the prompt to build your own.
How AI Billing Works in TagoIO: AI Credits and the AI Wallet
AI Credits in TagoIO are managed in the AI Wallet. Learn how credits are spent, tracked, capped per profile, and when they expire.
Introducing Luau for Analysis
Read stored device data, calculate new values, and update entities with Luau, an Analysis runtime with built-in helpers and no Analysis Token.
IoT Data Visualization: From Dashboards to the Mobile App
How to structure IoT data visualization for a fleet: custom dashboards built once with Blueprint, Custom Widgets for missing charts, and a branded mobile app.
TagoAI Explained: The AI Assistant Built Into Your IoT Platform
TagoAI is the AI assistant built into TagoIO, grounded in your real devices and data. Where it runs, what it does in a session, the three modes you pick from, and how to point it at your own AI provider.
How to Use an AI Assistant to Query Live IoT Device Data
A step-by-step walkthrough for querying live IoT device data with an AI assistant: opening TagoAI where the question lives, asking with specifics, checking the basis of every number, and raising the permission only when you want it to act.
From Reactive to Predictive: Building Forecast-Based Alerts for IoT
Threshold alerts fire after the problem starts. Forecast-based alerts fire before. How to build predictive alerting on IoT data with TagoIO.
How to Query Your IoT Data in Natural Language
Grounded natural-language querying for IoT: why a fluent guess is worse than an error, the two routes on TagoIO (TagoAI in the Admin and the MCP server for the assistant you already use), and the permission and privacy controls that make it deployable.
Ask Your IoT Data Questions in Plain English: A Natural-Language Walkthrough
Your IoT data already holds the answers. The friction is the query-building, scripting, and dashboard work between you and them. Connect an AI assistant over MCP and you can just ask. A walkthrough with real prompts, results, and honest limits.
The new TagoIO Admin UI becomes the default on June 22
On June 22, 2026, the new TagoIO Admin UI becomes the default for every account. Here is what changes and what to review in your dashboards and RUN portals before the switch.