Who takes sensor readings and machine data for AI training
Sensor, IoT, telemetry or machine data is named by 8 of 16 organisations on this board, read 28 October 2026.
Whether sensor, IoT or machine data is named
How the readings reach it
Machine data it mentions, verbatim
How a device owner gets started
Its words on consent, privacy and who owns the data
Every answer from every organisation
One organisation to a row. Expand an answer for its source sentence, word for word, plus the page and the read date; "not stated" means that page does not cover the question.
| Organisation | How the readings reach it | Whether sensor, IoT or machine data is named | Machine data it mentions, verbatim | How a device owner gets started | Its words on consent, privacy and who owns the data |
|---|---|---|---|---|---|
| AWS Data Exchange | runs an exchange where device owners publish and sell readings | not statedNot addressed in provider user guide | The data is eligible to be published on AWS Data Exchange | Before you become a data product provider on AWS Data Exchange, review the following… | You're limited to distributing data sets that meet the legal eligibility |
| Caruso | runs an exchange where device owners publish and sell readings | names sensor, IoT, telemetry or machine data | We simplify connected car data by partnering with major vehicle manufacturers. | Sign up for our Marketplace | Through one API you will get harmonized data items, all latest updates and access to… |
| Databricks | runs an exchange where device owners publish and sell readings | names other kinds of data, not machine data | Obtain data sets as well as AI and analytics assets… | Become a data provider on the marketplace | not statedNot addressed in Databricks Marketplace |
| Datarade | runs an exchange where device owners publish and sell readings | names sensor, IoT, telemetry or machine data | Examples of IoT data include temperature readings from smart thermostats, location data… | Are you a IoT Data provider? Sign up as a data provider | not statedNot addressed in IoT data category page |
| DataVendor | runs an exchange where device owners publish and sell readings | names other kinds of data, not machine data | From tasksets and RL environments to the private data already inside your company | Connect sources and bring your private supply onto the platform | not statedNot addressed in DataVendor, home |
| Dawex | runs an exchange where device owners publish and sell readings | names other kinds of data, not machine data | Data product publication Data product discovery Data product pricing & licensing | Build your AI-Ready ecosystem | not statedNot addressed in Dawex, data exchange |
| Deepen Refinery | runs an exchange where device owners publish and sell readings | names sensor, IoT, telemetry or machine data | Real-world driving and sensor data for automotive and autonomy development. | not statedNot addressed in Refinery marketplace page | Bring selected datasets to market while retaining ownership. Get paid on every sale. |
| DIMO | not statedNot addressed in home page | names sensor, IoT, telemetry or machine data | DIMO works with vehicles across 50+ brands already on the network | not statedNot addressed in home page | Granular consent that activates and expires with each session |
| High Mobility | takes device data under licence from whoever runs the devices | names sensor, IoT, telemetry or machine data | Connected vehicles have a plethora of sensors, GPS trackers and module connections.… | not statedNot addressed in home page | With our adherence to ISO 27001, GDPR and TISAX standards, our security measures allow… |
| Innodata | not statedNot addressed in physical AI data collection page | names sensor, IoT, telemetry or machine data | Collect real-world training data for robotics, VLA models, world models, wearables, and… | not statedNot addressed in physical AI data collection page | All sensitive data types… |
| Monda | runs an exchange where device owners publish and sell readings | names other kinds of data, not machine data | Connect to and onboard data assets from any source. Run data refresh on auto-pilot. | Start, scale, and grow your data business with Monda | Provide data access for customers and their users through clear, time-bound entitlements. |
| Nomad Data | runs an exchange where device owners publish and sell readings | names other kinds of data, not machine data | If the data exists for sale, we’ll connect you to it | not statedNot addressed in Nomad Data, home | not statedNot addressed in Nomad Data, home |
| Ocean Protocol | runs an exchange where device owners publish and sell readings | not statedNot addressed in home page | Monetize AI models & data while preserving privacy | not statedNot addressed in home page | Monetize AI models & data while preserving privacy |
| Scale AI | takes device data under licence from whoever runs the devices | names sensor, IoT, telemetry or machine data | Real-world high-quality data from a global network of robotics data factories… | not statedNot addressed in physical AI page | not statedNot addressed in physical AI page |
| Snowflake | runs an exchange where device owners publish and sell readings | names other kinds of data, not machine data | Grow your revenue, increase margins and deliver an amazing customer experience by… | not statedNot addressed in Snowflake Marketplace | not statedNot addressed in Snowflake Marketplace |
| WeatherXM | not statedNot addressed in home page | names sensor, IoT, telemetry or machine data | Distributes WeatherXM observations through enterprise weather-data APIs and marketplaces. | not statedNot addressed in home page | Participation, rewards, governance, and Network Dataset licensing are managed by the… |
The source sentence behind every answer (80)
- AWS Data Exchange, provider user guide, read 2026-10-08, How the readings reach it:
At a high level, this is how to list AWS Data Exchange data products on AWS Marketplace:
- AWS Data Exchange, provider user guide, read 2026-10-08, Whether sensor, IoT or machine data is named: Left open by the page (10,290 characters, read in full 2026-10-08).
- AWS Data Exchange, provider user guide, read 2026-10-08, Machine data it mentions, verbatim:
The data is eligible to be published on AWS Data Exchange
- AWS Data Exchange, provider user guide, read 2026-10-08, How a device owner gets started:
Before you become a data product provider on AWS Data Exchange, review the following topic:
- AWS Data Exchange, provider user guide, read 2026-10-08, Its words on consent, privacy and who owns the data:
You're limited to distributing data sets that meet the legal eligibility
- Caruso, home page, read 2026-10-28, How the readings reach it:
Sign up for our Marketplace
- Caruso, home page, read 2026-10-28, Whether sensor, IoT or machine data is named:
We simplify connected car data by partnering with major vehicle manufacturers. Through one API you will get harmonized data items, all latest updates and access to consent management.
- Caruso, home page, read 2026-10-28, Machine data it mentions, verbatim:
We simplify connected car data by partnering with major vehicle manufacturers.
- Caruso, home page, read 2026-10-28, How a device owner gets started:
Sign up for our Marketplace
- Caruso, home page, read 2026-10-28, Its words on consent, privacy and who owns the data:
Through one API you will get harmonized data items, all latest updates and access to consent management.
- Databricks, Databricks Marketplace, read 2026-10-27, How the readings reach it:
Databricks Marketplace is an open marketplace for all your data, analytics and AI
- Databricks, Databricks Marketplace, read 2026-10-27, Whether sensor, IoT or machine data is named:
Obtain data sets as well as AI and analytics assets — such as ML models, notebooks, applications and dashboards
- Databricks, Databricks Marketplace, read 2026-10-27, Machine data it mentions, verbatim:
Obtain data sets as well as AI and analytics assets — such as ML models, notebooks, applications and dashboards
- Databricks, Databricks Marketplace, read 2026-10-27, How a device owner gets started:
Become a data provider on the marketplace
- Databricks, Databricks Marketplace, read 2026-10-27, Its words on consent, privacy and who owns the data: Left open by the page (7,808 characters, read in full 2026-10-27).
- Datarade, IoT data category page, read 2026-10-28, How the readings reach it:
Are you a IoT Data provider? Sign up as a data provider
- Datarade, IoT data category page, read 2026-10-28, Whether sensor, IoT or machine data is named:
IoT data is vast amount of information generated by interconnected devices and sensors in the Internet of Things (IoT) ecosystem.
- Datarade, IoT data category page, read 2026-10-28, Machine data it mentions, verbatim:
Examples of IoT data include temperature readings from smart thermostats, location data from GPS trackers, and health data from wearable devices.
- Datarade, IoT data category page, read 2026-10-28, How a device owner gets started:
Are you a IoT Data provider? Sign up as a data provider
- Datarade, IoT data category page, read 2026-10-28, Its words on consent, privacy and who owns the data: Left open by the page (11,031 characters, read in full 2026-10-28).
- DataVendor, DataVendor, home, read 2026-10-22, How the readings reach it:
DataVendor™ matches valuable data, code, and technical expertise with AI companies that need high-quality training and evaluation supply
- DataVendor, DataVendor, home, read 2026-10-22, Whether sensor, IoT or machine data is named:
Private repositories and software projects: source, history, and context that models can learn from
- DataVendor, DataVendor, home, read 2026-10-22, Machine data it mentions, verbatim:
From tasksets and RL environments to the private data already inside your company
- DataVendor, DataVendor, home, read 2026-10-22, How a device owner gets started:
Connect sources and bring your private supply onto the platform
- DataVendor, DataVendor, home, read 2026-10-22, Its words on consent, privacy and who owns the data: Left open by the page (2,805 characters, read in full 2026-10-22).
- Dawex, Dawex, data exchange, read 2026-10-27, How the readings reach it:
Dawex foundational infrastructure empowers organizations to build, operate and scale their data ecosystems, enabling secure data product access & distribution
- Dawex, Dawex, data exchange, read 2026-10-27, Whether sensor, IoT or machine data is named:
Organizations harnessing AI require more than data, they need a trusted, governed and interoperable foundation to exchange data.
- Dawex, Dawex, data exchange, read 2026-10-27, Machine data it mentions, verbatim:
Data product publication Data product discovery Data product pricing & licensing
- Dawex, Dawex, data exchange, read 2026-10-27, How a device owner gets started:
Build your AI-Ready ecosystem
- Dawex, Dawex, data exchange, read 2026-10-27, Its words on consent, privacy and who owns the data: Left open by the page (8,906 characters, read in full 2026-10-27).
- Deepen Refinery, Refinery marketplace page, read 2026-10-27, How the readings reach it:
A neutral marketplace built around the needs of data owners and the teams building Physical AI.
- Deepen Refinery, Refinery marketplace page, read 2026-10-27, Whether sensor, IoT or machine data is named:
License datasets for autonomous vehicles, robotics, and Physical AI, or commercialize your own sensor data while retaining control over access and use.
- Deepen Refinery, Refinery marketplace page, read 2026-10-27, Machine data it mentions, verbatim:
Real-world driving and sensor data for automotive and autonomy development.
- Deepen Refinery, Refinery marketplace page, read 2026-10-27, How a device owner gets started: Left open by the page (3,871 characters, read in full 2026-10-27).
- Deepen Refinery, Refinery marketplace page, read 2026-10-27, Its words on consent, privacy and who owns the data:
Bring selected datasets to market while retaining ownership. Get paid on every sale.
- DIMO, home page, read 2026-10-28, How the readings reach it: Left open by the page (8,572 characters, read in full 2026-10-28).
- DIMO, home page, read 2026-10-28, Whether sensor, IoT or machine data is named:
Real-time telemetry from ignition to park
- DIMO, home page, read 2026-10-28, Machine data it mentions, verbatim:
DIMO works with vehicles across 50+ brands already on the network
- DIMO, home page, read 2026-10-28, How a device owner gets started: Left open by the page (8,572 characters, read in full 2026-10-28).
- DIMO, home page, read 2026-10-28, Its words on consent, privacy and who owns the data:
Granular consent that activates and expires with each session
- High Mobility, home page, read 2026-10-28, How the readings reach it:
High Mobility’s unique partnership with major brands allows a much wider scope of vehicle data collection.
- High Mobility, home page, read 2026-10-28, Whether sensor, IoT or machine data is named:
Connected vehicles have a plethora of sensors, GPS trackers and module connections.
- High Mobility, home page, read 2026-10-28, Machine data it mentions, verbatim:
Connected vehicles have a plethora of sensors, GPS trackers and module connections. Meaning vehicles can generate 30 terabytes of data per day when operating.
- High Mobility, home page, read 2026-10-28, How a device owner gets started: Left open by the page (5,239 characters, read in full 2026-10-28).
- High Mobility, home page, read 2026-10-28, Its words on consent, privacy and who owns the data:
With our adherence to ISO 27001, GDPR and TISAX standards, our security measures allow greater experiences for our clients as vehicle data is safe.
- Innodata, physical AI data collection page, read 2026-10-28, How the readings reach it: Left open by the page (2,478 characters, read in full 2026-10-28).
- Innodata, physical AI data collection page, read 2026-10-28, Whether sensor, IoT or machine data is named:
Collect real-world training data for robotics, VLA models, world models, wearables, and embodied AI.
- Innodata, physical AI data collection page, read 2026-10-28, Machine data it mentions, verbatim:
Collect real-world training data for robotics, VLA models, world models, wearables, and embodied AI.
- Innodata, physical AI data collection page, read 2026-10-28, How a device owner gets started: Left open by the page (2,478 characters, read in full 2026-10-28).
- Innodata, physical AI data collection page, read 2026-10-28, Its words on consent, privacy and who owns the data:
All sensitive data types — including biometric, facial, and healthcare-adjacent data — are collected through consent-managed, privacy-compliant workflows with GDPR, HIPAA, and client-specific data governance requirements.
- Monda, Monda, commerce platform for data providers, read 2026-10-27, How the readings reach it:
Launch your own data marketplace with self-serve data discovery, checkout, and delivery
- Monda, Monda, commerce platform for data providers, read 2026-10-27, Whether sensor, IoT or machine data is named:
Instead of manually building and maintaining data pipelines for customers, Monda enables you to package data assets into data products
- Monda, Monda, commerce platform for data providers, read 2026-10-27, Machine data it mentions, verbatim:
Connect to and onboard data assets from any source. Run data refresh on auto-pilot.
- Monda, Monda, commerce platform for data providers, read 2026-10-27, How a device owner gets started:
Start, scale, and grow your data business with Monda
- Monda, Monda, commerce platform for data providers, read 2026-10-27, Its words on consent, privacy and who owns the data:
Provide data access for customers and their users through clear, time-bound entitlements.
- Nomad Data, Nomad Data, home, read 2026-10-28, How the readings reach it:
Anonymously connect your entire organization with thousands of data vendors
- Nomad Data, Nomad Data, home, read 2026-10-28, Whether sensor, IoT or machine data is named:
Quickly find what already exists in your organization, then discover new third-party data sources
- Nomad Data, Nomad Data, home, read 2026-10-28, Machine data it mentions, verbatim:
If the data exists for sale, we’ll connect you to it
- Nomad Data, Nomad Data, home, read 2026-10-28, How a device owner gets started: Left open by the page (4,693 characters, read in full 2026-10-28).
- Nomad Data, Nomad Data, home, read 2026-10-28, Its words on consent, privacy and who owns the data: Left open by the page (4,693 characters, read in full 2026-10-28).
- Ocean Protocol, home page, read 2026-10-08, How the readings reach it:
Monetize AI models & data while preserving privacy
- Ocean Protocol, home page, read 2026-10-08, Whether sensor, IoT or machine data is named: Left open by the page (3,178 characters, read in full 2026-10-08).
- Ocean Protocol, home page, read 2026-10-08, Machine data it mentions, verbatim:
Monetize AI models & data while preserving privacy
- Ocean Protocol, home page, read 2026-10-08, How a device owner gets started: Left open by the page (3,178 characters, read in full 2026-10-08).
- Ocean Protocol, home page, read 2026-10-08, Its words on consent, privacy and who owns the data:
Monetize AI models & data while preserving privacy
- Scale AI, physical AI page, read 2026-10-28, How the readings reach it:
Real-world high-quality data from a global network of robotics data factories, distributed data collectors, and operating businesses
- Scale AI, physical AI page, read 2026-10-28, Whether sensor, IoT or machine data is named:
Tele-operated demonstrations from industry-leading robots
- Scale AI, physical AI page, read 2026-10-28, Machine data it mentions, verbatim:
Real-world high-quality data from a global network of robotics data factories, distributed data collectors, and operating businesses
- Scale AI, physical AI page, read 2026-10-28, How a device owner gets started: Left open by the page (4,633 characters, read in full 2026-10-28).
- Scale AI, physical AI page, read 2026-10-28, Its words on consent, privacy and who owns the data: Left open by the page (4,633 characters, read in full 2026-10-28).
- Snowflake, Snowflake Marketplace, read 2026-10-08, How the readings reach it:
Distribute and commercialize your products on Snowflake Marketplace
- Snowflake, Snowflake Marketplace, read 2026-10-08, Whether sensor, IoT or machine data is named:
Be it financial market data or the latest news, Snowflake Marketplace gives enterprise agents live access
- Snowflake, Snowflake Marketplace, read 2026-10-08, Machine data it mentions, verbatim:
Grow your revenue, increase margins and deliver an amazing customer experience by delivering data, apps and AI products on Snowflake Marketplace.
- Snowflake, Snowflake Marketplace, read 2026-10-08, How a device owner gets started: Left open by the page (15,338 characters, read in full 2026-10-08).
- Snowflake, Snowflake Marketplace, read 2026-10-08, Its words on consent, privacy and who owns the data: Left open by the page (15,338 characters, read in full 2026-10-08).
- WeatherXM, home page, read 2026-10-28, How the readings reach it: Left open by the page (9,006 characters, read in full 2026-10-28).
- WeatherXM, home page, read 2026-10-28, Whether sensor, IoT or machine data is named:
An observation exists only because someone installed a sensor in the right place and kept it working.
- WeatherXM, home page, read 2026-10-28, Machine data it mentions, verbatim:
Distributes WeatherXM observations through enterprise weather-data APIs and marketplaces.
- WeatherXM, home page, read 2026-10-28, How a device owner gets started: Left open by the page (9,006 characters, read in full 2026-10-28).
- WeatherXM, home page, read 2026-10-28, Its words on consent, privacy and who owns the data:
Participation, rewards, governance, and Network Dataset licensing are managed by the independent WeatherXM Network Association.
Read and excluded
After reading, 13 named documents were excluded as off the board's subject; the reasons sit below. They count as read but give no answers.
- Terbine: IoT data exchange: the page read describes STRATA, a supervisory platform for charging networks and machines; it names no way an owner offers or sells data
- Protege: for data providers: set aside so each buyer sits on one board across this batch (difference M1, 2026-10-28): this organisation names no sensor, IoT or machine data, or it is read on selljobrecordstoai.com's or sellmapdatatoai.com's board instead
- License My Data: set aside so each buyer sits on one board across this batch (difference M1, 2026-10-28): this organisation names no sensor, IoT or machine data, or it is read on selljobrecordstoai.com's or sellmapdatatoai.com's board instead
- Troveo: business data: set aside so each buyer sits on one board across this batch (difference M1, 2026-10-28): this organisation names no sensor, IoT or machine data, or it is read on selljobrecordstoai.com's or sellmapdatatoai.com's board instead
- Nyne: sell your company data: set aside so each buyer sits on one board across this batch (difference M1, 2026-10-28): this organisation names no sensor, IoT or machine data, or it is read on selljobrecordstoai.com's or sellmapdatatoai.com's board instead
- Nyne: data partnerships: set aside so each buyer sits on one board across this batch (difference M1, 2026-10-28): this organisation names no sensor, IoT or machine data, or it is read on selljobrecordstoai.com's or sellmapdatatoai.com's board instead
- micro1: data partnerships: set aside so each buyer sits on one board across this batch (difference M1, 2026-10-28): this organisation names no sensor, IoT or machine data, or it is read on selljobrecordstoai.com's or sellmapdatatoai.com's board instead
- Mercor Data: set aside so each buyer sits on one board across this batch (difference M1, 2026-10-28): this organisation names no sensor, IoT or machine data, or it is read on selljobrecordstoai.com's or sellmapdatatoai.com's board instead
- Polyshares: data licensing: set aside so each buyer sits on one board across this batch (difference M1, 2026-10-28): this organisation names no sensor, IoT or machine data, or it is read on selljobrecordstoai.com's or sellmapdatatoai.com's board instead
- Opendatabay: set aside so each buyer sits on one board across this batch (difference M1, 2026-10-28): this organisation names no sensor, IoT or machine data, or it is read on selljobrecordstoai.com's or sellmapdatatoai.com's board instead
- DataDeals: sell your company data: set aside so each buyer sits on one board across this batch (difference M1, 2026-10-28): this organisation names no sensor, IoT or machine data, or it is read on selljobrecordstoai.com's or sellmapdatatoai.com's board instead
- Maryah: business data licensing: set aside so each buyer sits on one board across this batch (difference M1, 2026-10-28): this organisation names no sensor, IoT or machine data, or it is read on selljobrecordstoai.com's or sellmapdatatoai.com's board instead
- Grepped for Business: set aside so each buyer sits on one board across this batch (difference M1, 2026-10-28): this organisation names no sensor, IoT or machine data, or it is read on selljobrecordstoai.com's or sellmapdatatoai.com's board instead
How the figures are worked out
Each organisation's own physical AI, IoT data exchange and machine data partner pages were read through estate-fetch and stored whole (sha256 on every row).
For every page, five questions were answered from its own words: how the readings reach it, whether sensor, IoT or machine data is named, machine data it mentions, verbatim, how a device owner gets started, its words on consent, privacy and who owns the data.
Every stated answer carries the sentence it rests on, checked against the stored text; 'not stated' means the page read does not address the question.
A organisation with several pages reads 'varies' where they disagree.
16 organisations, 16 pages.
29 sources, with links
- Deepen Refinery: physical AI data marketplace (quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages)
- Caruso: vehicle data marketplace (quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages)
- High Mobility: connected car data platform (quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages)
- DIMO: vehicle data network (quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages)
- Terbine: IoT data exchange (read, set aside)
- WeatherXM: weather station network (quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages)
- Innodata: physical AI data collection (quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages)
- Scale AI: physical AI data (quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages)
- Datarade: IoT data category (quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages)
- AWS Data Exchange: providing data products (quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages)
- Ocean Protocol (quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages)
- Dawex data exchange (quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages)
- Monda: commerce platform for data providers (quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages)
- Snowflake Marketplace (quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages)
- Databricks Marketplace (quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages)
- Nomad Data (quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages)
- Protege: for data providers (read, set aside)
- License My Data (read, set aside)
- Troveo: business data (read, set aside)
- Nyne: sell your company data (read, set aside)
- Nyne: data partnerships (read, set aside)
- micro1: data partnerships (read, set aside)
- Mercor Data (read, set aside)
- Polyshares: data licensing (read, set aside)
- Opendatabay (read, set aside)
- DataDeals: sell your company data (read, set aside)
- Maryah: business data licensing (read, set aside)
- Grepped for Business (read, set aside)
- DataVendor (quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages)
Quote this figure or put it on your site
Sensor, IoT, telemetry or machine data is named by 8 of 16 organisations on this board, read 28 October 2026.
How the readings reach it, by organisation: runs an exchange where device owners publish and sell readings 11 of 16, not stated 3 of 16, takes device data under licence from whoever runs the devices 2 of 16 (16 organisations, read 28 October 2026).
Whether sensor, IoT or machine data is named, by organisation: names sensor, IoT, telemetry or machine data 8 of 16, names other kinds of data, not machine data 6 of 16, not stated 2 of 16 (16 organisations, read 28 October 2026).
Machine data it mentions, verbatim, by organisation: stated 16 of 16 (16 organisations, read 28 October 2026).
How a device owner gets started, by organisation: not stated 9 of 16, stated 7 of 16 (16 organisations, read 28 October 2026).
Its words on consent, privacy and who owns the data, by organisation: stated 9 of 16, not stated 7 of 16 (16 organisations, read 28 October 2026).
Credit as: "Who takes sensor readings and machine data for AI training", updated 2026-10-28, https://sellsensordatatoai.com/datasets/sensor-data-buyers/.
Save the CSV (80 answers; derived 2026-10-28)