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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.
How to Hand Off an IoT Deployment to the Operations Team
The handover package that keeps an IoT deployment healthy after launch: ownership map, access policies, alert runbook, health dashboard, and a shadow period.
How to Scope an IoT Project Before Buying Any Hardware
A scoping sequence that produces a one-page IoT project scope before the first purchase order, and how to test it on the platform with a simulated device.
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.
The Fastest Way to Add a New Device Type to an IoT Platform
The fastest path to adding a new device type to an IoT platform: check the connector library first, then decoder, template, and test, in under an hour for supported hardware and under a day for anything else.
How to Scale from a 10-Device IoT Pilot to 1,000 Devices
Scaling from a 10-device IoT pilot to 1,000 devices breaks manual onboarding, eyeball monitoring, and hand-tuned dashboards. The four systems to replace them: provisioning, templates, automated intelligence, and fleet health.
How to Turn IoT Data into a Demand Forecast
IoT data measures real consumption, which makes it a strong base for demand forecasting. How to build one and act on it with TagoIO.
How to Forecast Tank and Silo Levels Before They Run Out
Level sensors tell you what's left. Forecasting tells you when it runs out. How to predict tank and silo depletion and trigger refills with lead time on TagoIO.
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 Forecast Energy Consumption with IoT Data
A practical approach to forecasting energy consumption from IoT meter data: the seasonality that dominates load, the drivers to add, and how to run it on TagoIO.
How to Run Machine Learning Models on Your IoT Data with TagoIO Analysis
A practical path to running machine learning on IoT data inside TagoIO Analysis: where to train, how to serve predictions, and how to keep models fresh.