Apple Acquires ‘Dark Data’ Machine Learning Company Lattice Data

Apple recently paid around $200 million to acquire Lattice Data, a firm that aims to turn unstructured "dark data" such as text and images into structured data that can then be handled with traditional data analysis tools. News of the acquisition comes from TechCrunch, and Apple has essentially confirmed the acquisition by issuing its standard statement on the topic.


Lattice uses machine learning techniques to take mass amounts of initially unusable data and turn it into properly labeled and categorized data that can be used for AI, medical research, and more.
It’s unclear who Lattice has been working with, or how Apple would intend to use the technology. Our guess is that there is an AI play here: Our source said that Lattice had been “talking to other tech companies about enhancing their AI assistants,” including Amazon’s Alexa and Samsung’s Bixby, and had recently spent time in South Korea.
TechCrunch says the deal closed "a couple of weeks ago," with roughly 20 Lattice engineers having joined Apple.


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A Look at What Apple Could Do With Beddit’s Sleep Technology

Apple recently purchased Beddit, a sleep monitoring system that pairs a pliable under-sheet sleep sensor with an app, all of which is designed to help users analyze and improve their sleeping habits.

The acquisition is unusual because it appears Apple plans to keep selling the Beddit hardware while collecting sleep-related data from users. For that reason, we took a look at some of the things Apple might be planning to do with this data and how it might impact future products.

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Apple's Beddit purchase came to light because Beddit updated its privacy policy to both highlight the acquisition and implement Apple's privacy rules. "Your personal data will be collected, used and disclosed in accordance with the Apple Privacy Policy," reads the site.

Apple appears to have purchased Beddit for its sleep sensing technology. Beddit uses a $150 sleep monitoring device that's placed under the bottom sheet of a mattress, collecting data on everything from sleep time and efficiency to heart rate and respiration. It also tracks movement, snoring, room temperature, and room humidity to determine factors that might disturb sleep.

Beddit's sensor uses ballistocardiography (BCG) to measure the mechanical activity of the heart, lungs, and other body functions, a non-invasive monitoring technology that's similar to the light-based photoplethysmography the Apple Watch uses to monitor heart rate.

With BCG, when the heart beats, it measures the mechanical impulse generated by the acceleration of the blood through the circulatory system, providing a wealth of data about the body.

Apple is likely interested in the sensor technology used in the Beddit device, and has indeed hired medical experts who have worked with ballistocardiography in the past, but the data collected also seems to be of interest due to the company's decision to keep selling the Beddit sensor.

Beddit's technology and data could be used for any number of things, from advancing sleep research for efforts like HealthKit and CareKit to implementing more advanced health-tracking technology and sleep monitoring functionality into the Apple Watch or other future wearable devices.

For the immediate future, it appears Apple will continue to sell the Beddit hardware as part of a standalone brand like Beats, but the company's longer-term plans for Beddit are unknown.


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Apple Acquires ‘Beddit’ iPhone-Connected Sleep Monitoring System

Apple recently acquired Beddit Sleep Monitor, an app and sleep system designed to monitor daily sleep habits through the iPhone, according to an updated privacy policy posted both on the Beddit website and in the Beddit app when creating an account. A link within the app also directs to the Apple Privacy Policy.

As of May 8, the Beddit privacy policy says the following:
Beddit has been acquired by Apple. Your personal data will be collected, used and disclosed in accordance with the Apple Privacy Policy.
The Beddit 3 Sleep Monitor, which can be purchased from Apple for $150, is a thin, flexible sensor that's designed to be placed under the sheet on the top of a mattress. It collects and analyzes sleep-related data like sleep time and efficiency, heart rate, respiration, movement, snoring, room temperature, and room humidity.

All of the data collected by the Beddit Sleep Monitor is then made available to iPhone users through an accompanying Beddit iPhone app, which provides "personalized insights" and "customizable sleep coaching" to help users improve their sleep habits.


According to the Beddit website, the device uses ballistocardiography (BCG) to measure the mechanical activity of the heart, lungs, and other body functions. When the heart beats, for example, the Beddit sensor can measure the mechanical impulse generated by the acceleration of the blood through the circulatory system.

Based on the changes to the Beddit privacy policy, it appears Apple may have plans to continue selling the device and collecting health-related data from it, which could potentially be used to enhance future versions of products like the Apple Watch.


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Apple Acquires Popular Automation App Workflow

Apple has acquired well-known and popular automation app Workflow, reports TechCrunch. The deal was reportedly finalized today for an unspecified sum.

Workflow, first released in 2014, is an automation tool that can essentially do anything. It allows users to create a variety of workflows to accomplish tasks like creating GIFs from a series of photos, pulling images from a web page, translating an article, posting photos to multiple social networks at once, calculating a tip, and tons more.


It is equipped with a built-in Gallery, which allows people to quickly find and use a wide range of automation tasks, and it can be used to create custom automations.

Apple is purchasing the Workflow app and the Workflow team, including Ari Weinstein, Conrad Kramer, and Nick Frey, will be joining the company.
"We are thrilled to be joining Apple," said Weinstein in a statement. "We've worked closely with Apple from the very beginning, from kickstarting our company as students attending WWDC to developing and launching Workflow and seeing its amazing success on the App Store. We can't wait to take our work to the next level at Apple and contribute to products that touch people across the world.
Apple confirmed the acquisition of Workflow, which notably received an Apple Design Award in 2015 for its excellent accessibility features, likely one of the reasons behind the purchase.

Typically apps acquired from Apple disappear from the App Store, but Workflow will remain available and will be made free starting later today. The Gallery will continue to be updated on a regular basis, as will app integrations.

Beyond the app, it is not clear what Apple will do with Workflow in the future, and whether it will be built into future versions of iOS and macOS, but it is definitely a possibility. TechCrunch speculates that it could be used alongside Siri in the future, or perhaps be the backbone of powerful automation tools for the iPad.

Update: Workflow can now be downloaded from the App Store for free. [Direct Link]


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