Ubidots

The Ubidots MCP server now supports scoped MCP paths, giving you finer control over what your AI applications can access. Instead of always exposing all available tools, you can now point your AI client to a more specific endpoint that limits access to a particular entity, restricts operations to read-only, or both. It's a simple change that goes a long way for security and token efficiency.

Learn more.

Synthetic variables just got a powerful new addition: the poly() function. If your measurements rely on polynomial equations — think tank volume calculations, sensor calibrations, or any non-linear relationship between a raw reading and a real-world value — you no longer have to manually construct and maintain those long, error-prone expressions in the synthetic variable editor. Instead, you simply pass your variable and a set of constants to poly(), and Ubidots automatically builds the full polynomial equation for you behind the scenes. Beyond saving time when setting things up, this also makes device replacements significantly less painful: updating the equation is now a matter of swapping out a few constants rather than rewriting an entire expression. It's a small function with a big impact on anyone working with curve-fitting or calibration-based metrics.

Learn more.

The default sidebar menu has received a set of quality-of-life improvements that make navigating your apps feel more polished and intuitive. Buttons are now fully interactive even when the sidebar is in its collapsed state, so your users can jump between sections without having to expand the menu first. Icons and fonts have also been refreshed for better readability and clarity at a glance. On top of that, the collapse/expand button has been redesigned and repositioned to make its purpose immediately obvious, reducing any friction when working with the lateral navigation. Together, these updates make the sidebar a more seamless part of your app experience — whether you're building for your own team or for end users who rely on it every day.

Note: The new design has not been applied to customized end-user sidebar menus. 

Learn more.

Managing an IoT fleet means constantly asking questions: Which devices are offline? Where are the anomalies? What's been happening over the past week? Until now, answering those questions meant navigating dashboards, digging through device lists, and checking variables one by one. With the new AIoT Chat, you simply ask in plain language and get an answer backed by your real Ubidots data — no extra steps, no context switching. Think of it as a 24/7 data analyst living inside your account: always available, always looking at the same data you are, and ready to tell you what's going on and what deserves your attention. 

The AIoT Chat can check fleet connectivity, surface anomalies, report on variable trends, and list active alerts — all from a single conversational interface. You can follow up within the same thread to drill deeper into specific devices or timeframes, making it easy to go from a broad status check to a focused investigation in just a few exchanges.

Learn more.

You can now fine-tune when and how your Address Book contacts are notified by configuring availability windows directly on each contact. This new option lets you define the days of the week, time ranges, and notification methods (email, SMS, or voice) during which a contact can be reached, ensuring alerts are delivered only when they’re relevant and actionable. Whether you’re routing incidents to on-call technicians during business hours or escalating issues after hours through a different channel, availability windows bring smarter, more intentional notifications to your workflows. Combined with the Notify User event action, this improvement helps making sure the right people are reached at the right time.

Learn more.

The power of custom CSS now reaches your application's front door: the login page. Just like you’ve been able to style tables, sidebars, navigation bars, and other app components, you can now extend those same design standards to your login screen. From typography and spacing to backgrounds, buttons, and form elements, the login experience can now match the look and feel of the rest of your app.

This enhancement makes it easier to deliver a cohesive brand experience from the very first interaction. Whether you're aiming for a minimalistic layout or a bold color scheme, the new styling capabilities allow you to fine-tune the login page’s design without limitations.

Learn more.

Following last month's announcement of our MCP server, we're now excited to introduce its latest tool: statistical aggregate functions, which give AI assistants even more power to reason over your data. From simple metrics like first, last, min, or max, to more advanced queries like mean, standard deviation, or even percentiles—your assistant can now answer questions like “Give me the 75th percentile of vibration for Motor A.” It’s a major step forward in transforming your raw data into instant, contextual answers.

Learn more.

Ubidots now supports CoAP (Constrained Application Protocol) as a new method for sending data from your devices to the platform. Designed for low-power, resource-constrained environments, CoAP is ideal for devices operating over limited bandwidth or intermittent connections. Whether you're transmitting temperature, position, or contextual metadata, CoAP allows you to push data using compact messages and a minimal protocol overhead—without sacrificing the structure or reliability of your payloads.

Learn more.

Ubidots now offers a fully managed LoRaWAN Network Server (LNS), powered by ChirpStack, to simplify how your devices connect and communicate with the platform. This private, secure infrastructure enables seamless integration between LoRaWAN gateways, devices, and Ubidots—eliminating the need for third-party LNS solutions. Whether you're deploying a small-scale pilot or a region-wide industrial network, the Ubidots LNS provides the flexibility, scalability, and data governance control you need to run stable, compliant IoT operations with end-to-end visibility.

Learn more.

AI is rewriting how we work. 

Some fields have already felt the shock: marketing, support, coding, legal advise.... And while industrial monitoring has always felt too physical to automate, that’s starting to change. 

Because soon, we won’t be looking at dashboards. They’ll be the ones talking to us. Your system will say: 

“Pressure on Line 3 dropped 12% overnight. Want me to adjust the pump?”

No more endless charts or clicking through widgets; just machines that talk back when it matters.

Enter the Model Context Protocol (MCP), a new standard that lets AI assistants connect directly to APIs, including Ubidots.

Before MCP, every API (Ubidots, XWeather, SAP…) needed its own custom integration with an LLM. Now, every API supporting MCP will talk a unified API language, with prebuilt "tools" that LLMs can dynamically call depending on the conversation context. Just attach our new Ubidots MCP to your next AI assistant and let your users interact with your IoT data through natural conversations.

Learn more.

The Ubidots mobile app continues to evolve with new features designed to keep you connected and in control. You’ll now receive push notifications on your phone whenever an event is triggered, making critical alerts even harder to miss. Admin Users can now log into the app and take full advantage of all its capabilities, bringing better visibility to more members of your team. Dashboards are also easier to manage on mobile, thanks to the new ability to pin and unpin them from the dashboard list, letting you prioritize the ones you use most.

Additionally, you can now add widgets directly to the app’s Home screen, offering fast access to key variables without navigating through dashboards or devices. Whether you're monitoring sensor values, triggering alerts, or checking on critical infrastructure, this update makes the Ubidots app more powerful, responsive, and personalized… Right in the palm of your hand!

Learn more.

Take full control of your application's visual identity with app-wide custom CSS. This new tool lets you style core components like tables, sidebars, navigation bars, accordions, and more, going far beyond the default branding settings. From fine-tuning fonts and colors to adjusting spacing and border radius, you can now shape a user interface that looks and feels exactly like your brand.

Whether you're designing a client-facing solution or aligning internal tools with your design standards, custom CSS makes it possible to deliver a consistent, polished experience across your entire app. Even elements like hover states and row selection in tables can be styled to your liking, ensuring every detail reflects your UI vision.

Learn more.

End-user login activity is now included in Audit Logs, giving you greater visibility into who’s accessing your applications and when. This added layer of transparency helps you monitor user behavior, detect suspicious patterns, and meet compliance requirements more effectively—all from a centralized module.

Learn more.

Storing high-frequency, time-series data in hot storage can quickly become costly and inefficient—especially for operations that depend on continuous sensor readings, device telemetry, or industrial metrics. For many, maintaining long-term access to this volume of data has meant difficult trade-offs between performance and price, often leading to data being purged or inaccessible for deeper analysis when it’s needed most. 

However, in the era of Machine Learning and AI, storing years time-series data is no longer optional—it’s essential. Historical data fuels predictive models, uncovers patterns, and powers feedback loops that make systems smarter and more responsive over time. With Ubidots’ new cold storage Data Export feature, you can cost-effectively store and retrieve large volumes of data, ensuring that nothing is lost and everything is available when your algorithms—and your business—need it most.

Available as an add-on, Data Export allows you to store and retrieve large volumes of historical data beyond our traditional 2-year retention. Whether you need to comply with industry regulations, run internal audits, or train advanced analytics models, Data Export gives you direct access to your backups through a simple interface, with downloads available in Parquet format for seamless integration into your data workflows.

Learn more.

Industrial IoT systems thrive on data — sensor readings, equipment statuses, and machine performance metrics flowing constantly across networks. Ensuring that this data is reliable, organized, and scalable is crucial. That’s why Ubidots now supports MQTT Sparkplug.

Sparkplug builds on MQTT’s lightweight and efficient data delivery, adding the structure and standardization needed for complex IIoT environments. It introduces a unified payload format and structured topic namespace, making it easier to integrate new devices and maintain consistency across large-scale deployments.

One of the key benefits of Sparkplug is its plug-and-play scalability. Once a device follows Sparkplug’s rules, it can be added without complex configuration changes. This standardized approach also reduces development time, as there’s no need to build custom logic for data parsing or device integration.

Sparkplug’s use of efficient encoding formats also means reduced bandwidth consumption, a critical advantage in remote or bandwidth-limited environments. This optimized data transmission ensures that only relevant changes are sent, improving overall performance.

With Ubidots now supporting MQTT Sparkplug, your IIoT applications become more streamlined and scalable.

Learn more.

We’re also excited to introduce Text Rules, a new feature designed to make your Ubidots applications more intuitive and user-friendly. With Text Rules, you can easily customize default terms like Device, Variable, or Dashboard to match the specific vocabulary of your project. Whether you're building an application for engineers, operators, or healthcare professionals, Text Rules ensure that your users see language that makes sense to them.

This feature allows you to define global rules that automatically replace predefined terms across your app, offering a clearer, more consistent experience for your users. By aligning key terms with your project's context, you’ll enhance clarity and usability, no matter the audience.

Learn more.

Following last month's addition of the "Dev Center" section to the navbar, we're now announcing the introduction of "Lexicon", a module designed to help you streamline your workflows and maintain consistency across your operations.

Inside Lexicon, you can now find the Global Properties tool —which allows you to store and manage key global variables— and in the future it will also house more global configuration tools to give you greater control and flexibility over your application.

Learn more.

We’re also introducing a new “Events” tab in the Ubidots’ mobile app. With it, quickly review event details, gain access to their complete logs, and make sure nothing goes unnoticed—even when you’re on the move.

Learn more.

We’re also thrilled to present the new login page, bringing a fresh and modern look to your Ubidots experience. While maintaining all the familiar elements and functionality, the new design offers enhanced aesthetics and can still be customized to match your app’s unique branding.

Prefer the classic look? No problem. The update is entirely optional, giving you the flexibility to choose what best suits your business.

Learn more.

We’re thrilled to announce Layers, a game-changing feature that adds depth and flexibility to your dashboards and device pages. With Layers, you can organize your content into tabs that act as doorways to other Ubidots pages or external third-party resources.

Here’s why you’ll love Layers:

• Simplified Navigation: Seamlessly switch between key operational areas without leaving your dashboard or device page.

• Centralized Insights: Keep all the information you need within reach, saving time and improving efficiency.

• Customization Ready: Layers in device pages support custom and third-party pages, giving you even greater control over your workspace. This will also be possible for dashboard layers in the future.

Whether you're monitoring performance, analyzing trends, or linking to external tools, Layers make it easier than ever to streamline your workflow.

Learn more.

We’re excited to introduce our command line interface (CLI), a new developing tool that allows you to easily interact with Ubidots locally. With the CLI you’ll be able to: 

1. Set up a fully-featured local development environment for UbiFunctions, replicating runtimes and their included libraries, allowing you to seamlessly write, test, and deploy functions directly from your local machine to UbiFunctions.
2. Perform CRUD (create, read, update, delete) operations over the following entities in Ubidots:

Learn more.

We’re happy to announce that the Ubidots mobile app now supports dashboards! This addition brings a new level of flexibility, allowing you to visualize your data, with the widgets and style of your web dashboards, all from the convenience of the app. No matter where you are, you have instant access to the information that matters most, empowering you to make timely decisions and keep a close eye on your operation anytime, anywhere.

Learn more.

We're happy to announce the introduction of a new module in our platform, Data Pipelines. Based on the activity of one or multiple data sources of your choice, you can create pipelines that trigger webhooks for your data to be redirected elsewhere or for logic to be executed. 

For example, you can set up a pipeline using an organization as a data source so that whenever a device from any of those organizations receives data, that data will be forwarded to a pre-configured webhook.

Learn more.

We're excited to introduce the option of changing the position of the navigation menu to either the top of the screen (its default position) or to the left side — thus turning it into a collapsible navigation bar.

This new version of the menu frees up screen space and offers more flexibility for your overall experience. The changes of position can be made separately for the app's end users on one hand, and the admin users and account owner on the other.

Furthermore, our Enterprise customers looking to deploy fully-customized end-user applications will be able to change all the menu items in the end-user apps as well. Additionally, different versions of the menu can be created and displayed only to the right users based on their assigned tags.

Learn more.

Looking to simplify development in and around Ubidots (i.e., in HTML Canvas widgets), we're introducing a comprehensive JavaScript SDK designed for seamless interaction with our API. This library offers an intuitive and user-friendly interface, enabling you to easily send data to your devices and perform essential CRUD operations across various supported Ubidots entities.

With pre-defined methods for making requests to the API, as well as customizable request-building through advanced filter methods, this library empowers you to efficiently develop advanced widgets and manage devices, variables, organizations, users, and dashboards.

Learn more.

Integrate Google Analytics 4 to your Ubidots end user apps to easily monitor user activity in your operation. GA4, the free and powerful analytics service, lets you measure traffic and engagement across your websites and apps.

Additionally, in conjunction with Google Tag Manager, you can boost your operation by not only accessing more data, but even introducing features such as cookie consent managers or in-app customer support chats.

Learn more.

Swiftly elevate the security and efficiency of your whole application by implementing single sign-on for your end users with either Auth0 or Azure.

Single sign-on (SSO) is a technology that consolidates multiple application login screens into one. With SSO, users need to enter their login credentials only once to gain access to all of their applications and resources.

Learn more.

We’re excited to announce that the Ubidots app is now available to all Android and iOS users! With it, you can easily be connected to your operation from anywhere, at any time.

On the app you can:

• ? Explore your devices, segmented by online/offline.
• ? Quickly see the last values of each device's variables.
•  ? Navigate historical data of each variable.
• [PLANNED] Dashboards: In the future, we plan to add a way to see your web dashboards.
• [PLANNED] Events notifications: In the future, we plan to be able to receive Ubidots' Event triggers as notifications in your phone. Events notifications: In the future, we plan to be able to receive Ubidots' Event triggers as notifications in your phone.

You can also get a white-labeled version of the app. To do so, contact us at sales@ubidots.com for pricing details and information about the white-labeled app.

Learn more.

Last month we announced that you can use React.js in the HTML Canvas widget, thus unlocking a front-end development powerhouse. React is a popular, open-source JavaScript library developed and maintained by Facebook. It serves as the foundation for creating modern and robust user interfaces for web and mobile applications.

Now, and thanks to the introduction of React, you can use Ubidots’ design library to use components with our look and feel, whether it's to save time in the development process or to ensure that those components blend in with the rest of the platform.

Learn more.

Bubble is a no-code platform that empowers individuals and businesses to design stunning front-end interfaces without the need for extensive coding. By combining the flexibility of Bubble's frontend and Ubidots, you can easily build your very own robust and tailored IoT web app.

Learn more.

Adding tags to Ubidots devices is nothing new. But being able to filter what your end users can see, based on tags, is elevating user management to a whole new level.

You can now add tags to not just devices, but also dashboards, reports, events*, and end users. If there's a tag match between the end user, and any other entity, then it will be displayed to your end user.

* Events tag is available in our new Events UI. If your account doesn't have it yet, please reach out to us.

Learn more.

Learning anything about Ubidots is only a few keystrokes away thanks to a tool we’ve just introduced to our website, a GPT-powered bot that has been trained with all our sources of information:

- API Documentation: The instructions to interact with most of Ubidots’ entities through our API.

- Help Center: Almost 500 articles that explain the ins and outs of our platform, including hardware, gateway, and 3rd party platform integrations.

- Dev Center: Guides that delve into technical aspects of Ubidots features.

- And even external information to make the tool even more powerful.

The bot is still an experimental tool that can provide erroneous information at times. That’s why, in addition to its response, the bot also shows the sources of information it used to generate it. This allows you to dig deeper into any topic you’re interested in or verify the response.

Try it out!

You can now easily define a comprehensive password policy for your users to comply and, thus, enhance the overall security of your Apps. With it, you’ll be able to require the following aspects of your users’ passwords:

• Minimum character length
• Mandatory complexity requirements (uppercase letters, special characters, numbers)

A final option you can use as part of your password policy is an expiration period for all user accounts. By defining one, the sessions of your users will recurrently expire after the defined period elapses, prompting them to create a new password on their next login attempt.

Learn more here.

You can give end users access to your Ubidots devices and variables through your external apps (whether they’re web, desktop, or mobile-based) in a controlled and safe way by using our OAuth 2.0 endpoints.

OAuth 2.0 is an authorization protocol designed with the aim of granting limited access to a set of resources within a web service (Ubidots in this case). With this protocol, end users are given access for 1 hour and it can be refreshed whenever you want.

Learn more here.

Intercom is a popular customer communications platform that lets you better understand who is using your product or website and, through a comprehensive toolkit, allows you to improve the connection with your users with targeted content, behavior-driven messages, and conversational support.

One of their hallmark tools are their powerful and intuitive live chats for customer support. If you're already an Intercom user, you'll be happy to know that you can now have one of these chats in your Ubidots App by integrating these platforms (Ubidots and Intercom) with the help of Google Tag Manager.

Learn more here.

The process of inviting end users to your app ends with the optional step of sending emails to them. We’ve added a new feature that allows you to create a custom email template to save time in the invitation process.

Until now, if you wanted to edit and customize the message, it had to be done every time you wanted to invite someone, which could become redundant for organizations that have to go through this process frequently. Now, however, you can create a template that will be used as the default message every time you invite new people. 

The Custom Invitation Email feature is available for Professional plans and above.

Learn more here.

HubSpot, a powerful platform that houses all the marketing tools imaginable, can be integrated into Ubidots to boost the capabilities of your IoT app. This can result in, for instance, a much more direct and powerful impact on your customers or final users in the way of support.

That's not a minor thing when you consider that dealing with customers is a craft in and of itself, and as such, requires appropriate tools before anything is even done. And that's precisely one of the most outstanding things that can be achieved with this HubSpot integration, the fact that you can have your very own customer support channel within your Ubidots app, thus increasing your outreach and the quality of your service.

This integration is available for Enterprise plans and above.

Learn more here.

As part of your customization capabilities within Ubidots, it’s now possible to add background images to both your dashboards and widgets, allowing you to easily highlight specific widgets, add your brand’s touch, or just to enhance their appearance.

Learn more here.

Cookie compliance integration with Google Tag Manager

Google Tag Manager (GTM) is a free tag management system that facilitates the deployment and management of digital marketing tags — tracking pixels used, among other things, for web analytics, audience measurement, heatmap tracking, and GDPR (General Data Protection Regulation) compliance. 

You can now use GTM in your Ubidots app. Our original motivation? Give you an easy way to incorporate Cookie Consent Managers into your end-user apps, adding a layer of formality that can make a good impress.

Letting users know and decide what personal information is stored in the form of cookies is not only considered best practice, but also mandatory depending on local regulations.

Learn more here.

In case you missed it, a few months back, our CEO held a webinar about doing Predictive Maintenance without having to become a data scientist. In it, he explained the simplest (yet viable) form of anomaly detection: comparing a variable against its moving average. 

Prior to this feature, rolling operations were limited to date ranges (for example: an hourly average). Thanks to your feedback, it is now possible to compute rolling operations based on an amount of values (for example: an average every 3 values).

Learn more here.

Often, variables need to be modified, whether it's because a sensor is not properly calibrated or because you need to shift from one measurement unit to another.

Even though it was already possible to do this by creating a Synthetic Variable (a popular feature of our platform), at times it ended up being an overkill for small adjustments such as offsets or scaling.

This could be the case when, for instance, a user who had 1,000 temperature variables in °F wanted to change them to °C: 1,000 additional synthetic variables had to be created, raising the overage costs and storage.

With Scaling Function, simply add an offset and a slope to any of your variables, and your data will be automatically adjusted upon reception.  

Learn more here.

? Introducing announcements

We're thrilled to announce a new way to share our latest features, right here on our platform, so you don't miss any option to make your experience with Ubidots much better.

Stay tuned for future updates!

Ubidots STEM is the evolution of "Ubidots for Education" (app.ubidots.com), which is not maintained anymore, and will be shut down on January 31st 2021. If you still have an Ubidots for Education account, we strongly encourage you to move your IoT project to Ubidots STEM.

STEM Limits

As a free product, Ubidots STEM has limited features and capacity:

Use

Limited to non-commercial use ONLY (personal education, IoT research, or DIY projects)

Capacity

• Devices: Up to 10 devices. First 3 devices free, then $4.5 / device / month
• Variables: Up to 10 variables per device.
• Data Ingestion: 4,000 dots per day across all of your devices
• Data Extraction: 500,000 dots per day across all of your account (UPDATE: This was originally 50,000, but we increased it following your feedback)
• Data Rate: 1 request per second, across all of your devices
• Data Retention: 1 month
• Dashboards: Up to 3 dashboards, with up to 10 widgets each
• SMS & Voice calls: 10 SMS and 1 Voice call for free per month (US & Canada only), then standard rates apply
• Emails: 100 Emails for free per month, then standard rates apply
• Uptime: No SLA - shared server resources across all STEM users. The speed and reliability is based on total platform requests at any given second.
• Support: Community-based, or self-service using our Help Center and API Docs

Features

• Static and Dynamic Dashboards
• HTTP, MQTT, TCP and UDP protocols
• SMS, Voice call, Email, WebHook, and Slack Alerts. Telegram messages are not supported.

NOTE: Because Telegram limits the amount of outbound messages per minute, this feature is reserved for our business users only, which allows us to better monitor and preserve the quality of service.

• Synthetic variables computation (math functions only - data range and advanced functions are not supported).

If you are an educational institution, or non-profit, please note that many of your fellow organizations choose to upgrade to Ubidots commercial licenses seeking one or many of the following:

• Longer data retention
• Enable a white-labeled portal for students or researchers to access private accounts
• Ability to run advanced Synthetic Variables
• Reliability and/or Support

Thank you to all of our users who, in one way or another, helped shape what Ubidots Education became, and what now Ubidots STEM is. We can't wait to see what you build!

Branded apps are just great. With just a few clicks, you can start selling something that has taken us years to build - all under your own brand.

Not only have we improved the overall UX/UI of this key module; we've also added:

• Multiple custom "From" emails - one per app
• Hide selected features for end users: Still don't want to announce that new widget we just launched? - No problem, now you can hide some features from end users, giving you more control over your app.
• Further localization: Set number formats and decimal places per app.
• Two logos for branding: One for the app's header, another one for the login screen ... and more!

Check below a few guides on how to make the best of the new App's management experience.

- Customize your Ubidots user interface

- White-label emails coming from your application

- How to change your App's general and locale settings

- How to change your App's domain

In case you noticed, we're using a new type font and overall UI design, which will be gradually applied to other modules of the Ubidots platform.

Now included in several Industrial IoT gateways, Node-RED is a great tool to quickly plug devices into the Internet of Things.

Averaging 200 installs per month, our official Node-RED deserved a bit of love. We re-wrote most of its code, improving reliability and speed. Check out the library here.

Given the increasing number of industrial IoT customers, it only made sense to partner up with global leaders in the shop-floor automation space.

Kepware’s flagship product, KEPServerEX, is the industry’s leading connectivity platform that leverages OPC and IT-centric communication protocols to provide a single source of industrial automation data to all of your applications.

PTC - Kepware and Ubidots partnership enables System Integrators and IIoT adopters alike to utilize Ubidots low-code development tools as a cloud complement to traditional, on-premise MES / SCADA systems.

In the guide below, you'll learn how to connect process line variables (or "tags") captured in KEPServerEX, and relay the data over to Ubidots' cloud using an HTTP connector.

Learn more

Our new API is live! And so is this new documentation portal.

Ubidots API V2 

API v2 is a major leap towards giving you, IoT developers, more control over your deployment. Not only have we added programmatic access to more entities, we've also included some cool features and endpoints to streamline your IoT development:

• Advanced Filtering and Sorting: Filter devices (and other entities) by name, description, tags, label, create date, properties, and more. Use the "sort_by" parameter to change the order of the response.
• Bulk Operations: Async operations allow for the creation or update of thousands of entities, without having to wait for a response.
• Device Provisioning: An exclusive endpoint to create devices and variables with user-defined names, font-awesome-compatible icons, colors, and units — in just a single API request.
• Dynamic Fields Response: Interested in just a few attributes? Cut through the noise by querying only the specified fields in every API response.
• API-first Development: CRUD operations for Devices, Variables, Organizations, DeviceGroups, Device Types, and Dashboards. More entities to come.

As a product-led company, our internal measure for growth isn't just revenue or connected devices, but mainly: What did we actually ship? Here's a quick recap of the main features we shipped this year.

? Analytics Engine

Tools to analyze historical data, trends, anomalies, and correlations across variables in your IoT Application:

- UbiFunctions user guide

- Advanced synthetic variables

? User Management

Increased security through admin users. Invite end-users to your application without sharing credentials, using Magic Links:

- Magic links

- Admin users

- Apps

? Customization

Tools to make your IoT Application unique:

- Custom styles for your dashboards and widgets

- Interact with your account from HTML widgets

- White-labeled Emails

? Integrations

Seamless integrations with the IoT technologies you already use:

- Improved, Mesh-compatible Particle Library

- Improved ESP library

? And more widgets

New ways to display your data:

- Rose Chart

- Image

- Manual Input