Mapped

Mapped

IoT data integration via GraphQL API

Overview

Mapped provides a subscription-based data infrastructure for the Internet of Things, offering a secure GraphQL API to access normalized, enriched, and live data from devices, systems, and cloud apps. It uses a modular GraphQL interface to ingest data from many sources, normalize it to a common schema, add context, and stream live data to apps, dashboards, analytics tools, or data stores. Unlike many competitors, it delivers a single common data interface across vendors and environments, presenting everything as a unified, hyper-connected graph. Its goal is to enable seamless data integration across people, places, and things to power richer applications, analytics, and digital twins.

About Mapped

Simplify's Rating
Why Mapped is rated
C+
Rated C on Competitive Edge
Rated B on Growth Potential
Rated C on Differentiation

Industries

Data & Analytics

Enterprise Software

AI & Machine Learning

Company Size

11-50

Company Stage

Seed

Total Funding

$11M

Headquarters

El Segundo, California

Founded

2019

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Simplify's Take

What believers are saying

  • Mapped’s July 2026 changelog shows new Airthings, Energy Star, View Sense, and Robin connectors.
  • Mapped’s partner ecosystem still includes Willow, Measurabl, Microsoft, and Honeywell.
  • Mapped now pushes built-world data into Snowflake, Databricks, and Microsoft Fabric.

What critics are saying

  • Honeywell, Willow, and other partners can displace Mapped inside their own stacks.
  • Mapped’s value depends on fragile connector maintenance across changing vendor protocols.
  • If Niagara and cloud-native data platforms standardize integrations, Mapped’s moat erodes fast.

What makes Mapped unique

  • Mapped’s GraphQL API normalizes building data across cloud and on-prem systems.
  • Mapped’s Universal Gateway supports 10+ protocols, including BACnet, Modbus, and OPC.
  • Mapped for Niagara removes VMs and licenses, preserving Niagara context directly.

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Funding

Total Funding

$11M

Above

Industry Average

Funded Over

3 Rounds

Seed funding is usually the first official round after pre-seed, when a startup has a prototype or concept. It’s typically used to develop the product, test the market, and start building the team. Investors here are often angel investors or early-stage venture capitalists.
Seed Funding Comparison
Above Average

Industry standards

$3.3M
$2M
Netflix
$2.3M
Instacart
$3M
Robinhood
$6.5M
Mapped

Benefits

Unlimited Paid Time Off

Paid Holidays

Flexible Work Hours

Parental Leave

Hybrid Work Options

Growth & Insights and Company News

Headcount

6 month growth

0%

1 year growth

0%

2 year growth

0%
Mapped
May 29th, 2026
Introducing Mapped for Niagara.

Introducing Mapped for Niagara. For many enterprises and software vendors, some of the most valuable building data in their portfolio is sitting inside a Tridium Niagara Supervisor. Equipment status. Sensor readings. Setpoints. Alarms. Trends. Point histories. Operational context. The raw ingredients for better reporting, smarter automation, energy optimization, and AI-driven workflows are often already there. The problem is that the data is usually trapped. Today, Mapped Inc is excited to announce Mapped for Niagara, a new way to securely unlock data from your Niagara Supervisor and make it available through the Mapped platform in minutes. Mapped already makes cloud data easy. Mapped is best known for having the largest catalog of graph-native cloud connectors on the market. If your built-world data lives in the cloud, there's a good chance Mapped Inc already have a connector ready to go. A few clicks in the Mapped Console and your normalized data is ready for use in 90 seconds or less. That has always been the goal: make built-world data easier to connect, normalize, and use. But not all building data starts in the cloud. What about data trapped on-site? For data that lives on premises, such as HVAC systems, meters, controllers, and other operational systems, Mapped customers have long relied on its Universal Gateway. The Universal Gateway speaks 10+ protocols, including BACnet, Modbus, and OPC. It is secure, quick to spin up as a virtual machine, and built for real-world building environments. Prefer hardware? Mapped Inc can ship a preconfigured gateway that is about as plug-and-play as it gets. Power. Ethernet. Done. But even when Mapped Inc make the gateway as simple and secure as possible, there can still be friction. Someone has to provision the VM. IT has to approve the deployment. Infosec needs to review the architecture. There may be additional protocol licenses. There may be procurement steps, change management windows, and site-specific coordination. All of that is solvable, but it still takes time. That is why Mapped Inc built Mapped for Niagara. From Niagara Supervisor to clean cloud data. Mapped for Niagara is delivered as a custom Niagara module. Install the JAR on your Supervisor, grab your credentials from the Mapped Console, and connect. Data starts flowing securely from your Niagara Supervisor into the Mapped cloud, where it is normalized, and made available through the tools your teams already use. * No VM. * No additional gateway cost. * No additional protocol licenses. * No brittle one-off export pipeline. * No custom scripts duct-taped to critical building infrastructure. Just a fast, secure path from Niagara data to clean, usable building data. Get Jose de Castro's stories in your inbox. Join Medium for free to get updates from this writer. Niagara already has a rich model of your building systems. It knows about devices, points, histories, schedules, alarms, hierarchies, and relationships that are often lost when data is pulled through lower-level protocols. Protocols are powerful, but they can be lossy. Mapped for Niagara gives customers a better path by connecting directly through Niagara itself. That means Mapped Inc can preserve more of the operational context that already exists in the Supervisor, while relying on Niagara's built-in Security Manager to enforce access and permissions. The result is a simpler deployment with a richer data foundation. What happens after the data reaches Mapped? Once Niagara data reaches Mapped, the platform does the heavy lifting. Mapped automatically structures the data into a normalized model of your built environment. Points, assets, systems, spaces, and relationships are transformed from raw building-system data into a clean semantic layer. Then Mapped Expert Center helps automatically tag and classify the data, making it easier to understand what each point represents and how it fits into the larger building context. From there, your data becomes available through Mapped's developer-friendly GraphQL API, giving teams a consistent way to query building data across systems, sites, and portfolios. And when you want that data in your analytics stack, Mapped can stream normalized data downstream to platforms like Microsoft Fabric, Snowflake, and Databricks with just a few clicks. Need help automating your quarterly ESG reporting? Mapped can pre-populate data in Energy Star Portfolio Manager. How it works? Mapped for Niagara is designed to be simple enough for fast deployment and powerful enough for enterprise building data. * Install the module Add the Mapped for Niagara JAR to your Niagara Supervisor. * Connect to Mapped Retrieve your credentials from the Mapped Console and configure the connection inside Niagara. * Start streaming clean data Data flows securely to Mapped, where it is normalized, auto-tagged, and made available through GraphQL and downstream data platforms. Built for scale. Building data is incredibly valuable, but it has historically been difficult to use at scale. Every building has different naming conventions. Every controls contractor does things a little differently. Every Supervisor contains years of operational decisions, legacy configurations, and undocumented context. That complexity makes it hard for enterprise teams to build reliable dashboards, reporting pipelines, AI agents, or automation workflows on top of raw building data. Mapped for Niagara changes the starting point. Instead of asking teams to manually extract, clean, tag, and reshape Niagara data themselves, Mapped gives them a secure data pipeline and normalized semantic layer from the beginning. That means facilities teams, data teams, sustainability teams, and software vendors can spend less time fighting messy integrations and more time building useful outcomes. Ready to get started? Whether you own the Niagara Supervisor or you're deploying into a customer's environment, it already contains valuable building data. Mapped for Niagara helps you unlock it, normalize it, and put it to work across your cloud, analytics, and AI stack. Install the module. Add your credentials. Watch the data flow. Mapped for Niagara turns Supervisor data into clean, cloud-ready building data in 90 seconds or less. Ready to see it in action? Contact Mapped or go straight to the docs. Mapped is the unified AI data layer for the built world. Visit mapped.com

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