# Blog - Feature | TagoIO

> Insights, tutorials, and news from the TagoIO team.

Insights, tutorials, and news from the TagoIO team.

- [How to Use an AI Assistant to Query Live IoT Device Data](https://tago.io/blog/use-ai-assistant-query-live-iot-device-data.md): 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](https://tago.io/blog/forecast-based-alerts-iot.md): 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](https://tago.io/blog/query-iot-data-natural-language-ai.md): 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](https://tago.io/blog/ask-iot-data-questions-plain-english.md): 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](https://tago.io/blog/new-admin-ui-default-june-22.md): 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.
- [Build IoT Solutions Faster with Claude and TagoIO MCP](https://tago.io/blog/build-iot-solutions-faster-with-claude-and-tagoio-mcp.md): TagoIO MCP connects Claude directly to your live IoT platform. Query device data, detect anomalies, and generate Analysis scripts, all in plain language.
- [TagoRUN: Deploy Your Own White-Label IoT Platform](https://tago.io/blog/tagorun-deploy-your-own-white-label-iot-platform.md): TagoRUN lets you deploy a fully branded IoT portal under your own domain: your logo, your colors, your mobile app. Free to start, no TagoIO branding visible to your clients.
- [What's new in TagoDeploy](https://tago.io/blog/whats-new-in-tagodeploy-v2.md): The biggest TagoDeploy release to date: changeset deploys, custom domains with live DNS, a programmable MQTT stack, project tiers, command palette, and a full Bills overhaul. All shipping today.
- [AI Inside IoT: Not a Chatbot Bolted On](https://tago.io/blog/ai-inside-iot-not-a-chatbot-bolted-on.md): IoT with AI goes beyond chatbots. See how TagoIO embeds intelligence into dashboards, data analysis, and anomaly detection across your devices.
- [Profile Snapshots Are Here: Less Risk, Faster Releases](https://tago.io/blog/profile-snapshots-less-risk-faster-releases.md): Profile Snapshots are now available in TagoIO CLI v3.2.0. Back up full profiles, restore only what you need, and reduce risk during updates and migrations while releasing faster and with more confidence.
- [Introducing TagoCore v1.0: Free Open Source Edge Platform](https://tago.io/blog/tagocore-v1-0-free-open-source-edge-platform.md): TagoCore v1.0 production versio - free open-source IoT edge computing platform with integrated plugins, Docker support, and simplified deployment for real-time data processing. Experience enhanced performance without compilation hassles.
- [Expanding TagoIO's Infrastructure with European Servers](https://tago.io/blog/dedicated-european-servers.md): TagoIO expands server infrastructure to Europe, offering EU data storage options. European businesses can now benefit from local data residency, enhanced GDPR compliance, and faster access speeds. New accounts can select European servers during sign-up, supporting EU-based IoT projects with dedicated infrastructure in Ireland.

[llms.txt](https://tago.io/llms.txt)