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Daily news and analysis about the food tech revolution

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Bosch Enlists Alexa and SideChef to Teach People How to Use Its Ovens

Ovens are getting fancier with new connectivity and automated cook programs. Someone replacing a traditional oven they’ve had for decades with a newfangled smart oven could be forgiven for not understanding or taking full advantage of all their new device’s automated bells and whistles.

To help with this, and to educate its users, European appliance giant BSH is enlisting the help of Alexa and SideChef. BSH is running a pilot program in the U.K. for Bosch Home Connect oven owners. Users there with an Amazon Echo Show (or Fire TV Stick 4K, Fire HD Tablets) can download the Alexa Home Connect Cooking Challenge skill.

Once downloaded, users can follow one of 25 guided recipes (pizza, pastries, proteins, etc.) created by SideChef. After preparing the dish, users tell Alexa to turn on the oven. The connected oven will then use an automated cook program to, presumably, cook whatever the meal is to perfection.

For food tech fanatics like many Spoon readers, this type of feature may sound a little ho-hum. Alexa already integrates with plenty of appliances. But the goal for BSH is to surface new and interesting capabilities on its devices that their customers might not know about. In addition to automated cook programs, the recipes could introduce people to a steam feature, and the dish being made illustrates how to use that feature.

This is also just the beginning for the Home Connect Cook Challenge skill. I spoke with a BSH representative by phone this week, and they outlined how shoppable recipe functionality is on the product roadmap along with expanding the library of recipes to include any recipe a user finds on Alexa, not just ones from SideChef.

CES 2020: Bosch and Chefling Introduce Inventory Management Tech to Their At-Home Smart Kitchen System

Appliance-maker Bosch, part of the BSH Home Appliances family, and AI-powered kitchen assistant Chefling will show off the latest features of their connected kitchen system at CES this week. At the center of those features is inventory management technology that uses in-refrigerator image recognition to identify items that are added or removed from the fridge and automatically update inventory lists, according to a press release from Chefling.

Chefling’s AI-powered kitchen assistant aids the consumer meal journey in the home kitchen by helping users manage food inventory, create shopping lists, and send digital recipes to their connected kitchen appliances. As part of this package, the Chefling app can recommend recipes based on what’s in a user’s connected fridge or pantry — a feature that could potentially save consumers lots of time and money since it helps them utilize what food is already at home rather than sending them to the store. To do that, however, the system needs the most up-to-date inventory of what’s actually in the fridge when it’s time to cook.

That’s where the new inventory management technology comes in. Previously, users had to scan a barcode or take a picture of their receipt in order for Chefling to keep track of what was in the fridge. With the new technology, users can simply put groceries into a Bosch-connected fridge (or take them out) and their at-home food inventory automatically updates within the Chefling app. The system can be used with any camera-equipped fridge that is equipped with BSH’s Home Connect system. New recipes based on the updated inventory will be available from the Chefling app.

As our awareness of the food waste problem increases and companies work to find solutions to fight the issue, technology that can help manage at-home food inventory is poised to become more commonplace in the average consumer’s kitchen. Connecting the fridge to systems that keep track of food already in the home is one way to do so, and Bosch/Chefling aren’t alone in highlighting new technology for this at CES. Both LG and Samsung are also showing off high-tech refrigerators that can recognize the food inside and suggest recipes based on those items. LG, in particular, uses a computer vision system to keep a real-time inventory of what’s inside the fridge.

BSH invested in Chefling in May of 2019, acquiring one third of the latter’s shares as part of the terms of the deal (other details were not disclosed). Since the deal, Chefling has increased both the number of users on its platform and the system’s ability to self learn, which is vital to keeping track of inventory in real time.

Bosch and Chefling will be showing off the system at the Bosch booth this week at CES.

Drop Wades Into Kitchen Appliance Voice Control with Siri Integration

Kitchen tech company, Drop, announced today that it will be launching its first foray into voice control of kitchen appliances via its new Siri integration.

Voice control is a particularly interesting interface in the kitchen, where sticky fingers and loads of wet ingredients aren’t great for touching devices like iPads and smart screens. Being able to “talk” to your oven or your sink while knead-deep in dough, promises to make cooking more efficient.

To that end, Drop, which up to now has offered guided cooking recipes and remote control of select appliances via phones and tablets, has started the process of adding voice control. Interestingly, the first voice integration isn’t with the omnipresent Alexa, or even Google Assistant, it’s with Apple’s Siri. A Drop corporate blog post explained the decision, saying that the company had previously worked with and had good experiences with Apple and that Siri’s voice command recognition was superior to either Google or Alexa’s.

The blog post also explained that user and data privacy was a priority for Drop, with the company even invoking GDPR:

Also, unusually among big tech companies, Apple has maintained a firm standpoint on user privacy. Whereas assessing and analyzing user data from the cloud allows other companies (most notably Google and Facebook) to improve their AI capabilities, it does so at the expense of user privacy. With Apple, all processing of Siri shortcuts is implemented directly on the device, rather than by sending sound-bytes from our homes out to the cloud.

Security is something which has been, and will always be, of utmost importance to us at Drop. An example of this was achieving GDPR compliancy well ahead of schedule, going to great lengths to restrict data collection and access internally. We also have a rigid approach to building infrastructure and implementing and enforcing security measures.

In addition to rolling out on just one platform, at first Drop’s voice control will only make you coffee, and that coffee has to be made with Bosch Coffee Machines equipped with Home Connect technology. As you can see from the video below, once set up, you can just have to say “Hey Siri, make me an espresso” and it automatically fires up the Bosch coffee maker. Drop said it will be adding voice controls to more recipes that will work with more appliances.

Drop Test Lab: Making an espresso with Drop Recipes and the Bosch Coffee Machine

While it probably won’t go mainstream this year, voice control is becoming more central to the kitchen experience. GE Appliances and Electrolux expanded their Google Assistant capabilities last summer, LG’s Thinq appliances work with both Alexa and Google Assistant, Drop rival, Innit is working with Google, and Amazon built its own Alexa-powered microwave. Drop’s adoption of Siri is a nice feather in the cap for Apple’s assistant, and further evidence that voice control will soon become ubiquitous in our appliances and apps and throughout our homes.

BSH Appliances Patents Camera-Enabled Microwave Oven

While microwave ovens still can’t be turned into cameras, it turns out cameras may be making their way inside of microwave ovens.

That’s because BSH Appliances recently was issued a patent for just that: a microwave oven with a camera for observing food inside the cooking chamber.

The patent, issued last week, describes a cooking system that puts a camera behind a glass panel (for shielding from food splatter) and a metal shielding plate perforated with small holes.

A camera captures images through a perforated shielding plate

The camera, which is attached to the mesh metal shielding plate, is able to capture images through a hole or group of holes while still staying safe from microwave radiation.

The patent also describes how the system could connect the camera to an LCD or LED screen on the front of the cooking appliance for viewing what is inside or to a wireless network for remote viewing on a mobile device.

While some may ask whether a camera-powered microwave is even necessary (who wants to watch a Hot Pocket get hot after all?), the reality is the camera acts as a sensor which could enable AI-powered cooking applications such as real-time precision heat adjustment.  Companies like Markov are building next-generation microwave ovens with RF steering capabilities that leverage an infrared camera, and Brava has built an oven with a camera to dynamically adjust a cooking session.

And who knows, with Amazon now heating up the microwave market, what’s to keep the tech giant from adding a bit of its machine vision magic to generation two?

While the idea of smart ovens with cameras inside are not new, a consumer microwave oven with a camera has not, to our knowledge, made its way to market.  With BSH Appliances figuring out a way to shield a built-in camera from radiation, you have to wonder if we’ll see a camera-enabled Bosch microwave soon.

Will BSH’s PAI Usher In The Era of the Kitchen Projection Interface?

The idea of using your countertop as a touchscreen interface has been something big tech and kitchen appliance makers have been playing around with for much of the past decade.

First there was Whirlpool’s attempt in 2014:

IKEA served up the idea for its Kitchen 2025 concept a year later:

IKEA Concept Kitchen 2025

And Bosch has been showing off things like this coffee robot with a projection interface for a few years:

Spotted at #ces2017: coffee robot at the @Bosch booth.

A post shared by Michael Wolf (@michaelawolf) on

And this year it looks like the large German appliance conglomerate, BSH Appliances (the company behind the Bosch, Thermador and Gaggenau appliance brands, to name a few), is showing off what looks to be a more evolved version of the projection interface in PAI at IFA in Berlin.

PAI, which stands for ‘Projection and Interaction’, is a system that projects an image onto a flat surface to create a virtual interactive interface for the kitchen.  While the projector incorporates a camera, a speaker, a microphone, two USB ports, WiFi and Bluetooth antennas, the key technology here is a 3D sensor that detects minute movements of fingers on the surface.

According to project manager Markus Helminger, the PAI 3D sensor powers a projection interface that can “be perfectly operated even with dirty fingers and occupies no space on the work surface, so that consumers have enough space for cooking or baking.”

While other efforts at projection interfaces at trade shows have largely been to show off the concept with no concrete plans for commercialization, this time things look different with PAI. According to a German language post about PAI by on the BSH Kitchen Stories blog, they plan on rolling out PAI in February 2019 in China. While there’s no indication as to when we might see the technology in Europe or the US, my guess is we could see the technology in product rolled out in Europe as early as next year.

You can see a demo of the PAI interface (in German) below courtesy of Computer Bild TV:

Bosch PAI: Projektor für die Küche vorgestellt!

The story behind PAI is an interesting one. The technology spun out of development work Bosch was doing in ventilation. According a company spokesperson, researchers were looking to improve the user experience for cooks and “the developers wanted to create an assistance function for an extractor hood that would make it possible to project images from the hood and display recipes on the work surface. In an extensive UX study carried out by Bosch, this idea went down so well that the project was actually carried out.”

According to the company, consumer testers almost universally said they use tablet or smartphone when cooking or baking, but they didn’t like giving up the counter space to these devices required and, perhaps more importantly, they worried touching these devices with dirty hands. As the company worked on the concept more, they eventually decided to not incorporate it into a vent hood but to make the PAI a standalone projection system that allowed the consumer to place it where they desired on the counter.

The company has also integrated the PAI with its Kitchen Stories guided cooking system and its Home Connect platform, which opens up some intriguing possibilities. It’s not hard to envision a Kitchen Stories guided cook experience that shows step-by-step instructions projected onto the kitchen counter. With Home Connect, PAI could also project virtual start buttons, timers and other ways for the consumer to interact with their appliances.

With BSH Appliances – one of the world’s biggest appliance companies – taking projection interfaces seriously, my guess is we’ll likely see other big appliance brands push forward with their own projection interface commercialization efforts in the coming year and we’ll most likely see some of these teased at CES in Las Vegas next January.

BSH Acquires Controlling Interest in Kitchen Stories As Part Of ‘Connected Cooking’ Strategy

Late last month, BSH Home Appliances, the largest appliance manufacturer in Europe, announced it had acquired a controlling interest in Kitchen Stories, maker of video-rich cooking apps with step-by-step instructions and recipes.

The deal is yet another sign of how large appliance makers are moving quickly to transform themselves into content companies and connect their appliances to digital content platforms.

In the announcement, the two companies said they had plans to integrate Kitchen Stories content into BSH’s smart home connectivity app and platform, Home Connect. While initial integration will start with basic tasks like temperature setting for Bosch and Siemens appliances, more capabilities like guided cooking will be built into the app over time.

Kitchen Stories cofounder Verena Hubertz outlined the vision around integration with the Home Connect platforms:

“This investment will enable us to tap the connected kitchen market, and to help design the cooking of the future. We’ll develop solutions to help users in all aspects of the cooking process – from inspirations for recipes to added-value services. And we’ll be combining our own findings with those of BSH about what consumers want. That will enable us to reflect users’ expectations better, and to make Kitchen Stories even more attractive. Kitchen Stories will also soon be integrated into the Home Connect ecosystem, and will gradually be expanded with new applications.”

This deal is the latest in a string of moves by appliance companies to more deeply integrate their cooking hardware with cooking content as the kitchen becomes increasingly digital. Earlier this year Whirlpool acquired Yummly as the kitchen entered what Whirlpool exec Brett Dibkey described as a ‘transformation.’ A new crop of startups like Hestan Cue, ChefSteps, SideChef, and Innit have been busily creating a variety of products that create immersive guided cooking offerings that connect with cookware and appliances, and this summer the media startup Buzzfeed moved into guided cooking with the launch of its Tasty One Top.

The deal caps what has been a few years of fast growth for Kitchen Stories, an early entrant into the video-guided cooking app space alongside others like SideChef. According to the company, the Kitchen Stories app now has millions of users and has been released in 150 countries worldwide.

Another interesting aspect of the deal is it marks a successful exit for a women-led company.  Like many other tech segments, women have been under-represented in the smart kitchen, so hopefully the move is a sign of increasing momentum and encouragement for women-led startups in the space.

Lastly, the deal comes just over a month before CES, where big tech companies like Bosch often show off their latest products. I would expect to see the company at least showcasing Kitchen Stories early integration in Las Vegas.

You can see an interview with the two Kitchen Stories cofounders Verena Hubertz and Mengting Gao and BSH Chairman Karsten Ottenberg below:

Ten Questions for BSH and Kitchen Stories

Innit Launches its Connected Cooking App

Innit, the connected food platform, today released its iOS app, which the company hopes will become a GPS in the kitchen by letting users control different smart appliances and customize the meals they prepare.

The Innit app is a Swiss army knife of sorts, with tools to help you through the entire cooking process: automatically create shopping lists, get instructional videos for how to prepare each meal and control smart appliances directly from your phone.

A big selling point for the app is that it works with multiple connected kitchen platforms. Innit currently works with GE Appliances and Bosch Home Connect devices, and says it has partnerships with Philips Kitchen Appliances, Perfect Company and Chef’d, though details of those deals won’t be made available until early next year.

Innit also partnered with celebrity chef Tyler Florence to create content for the platform. Florence declared at our recent Smart Kitchen Summit that he had written his last cookbook and that the recipe is dead. Those old school forms of instruction, Florence said, will be replaced by the types of micro-content that the Innit App provides.

So it’s a little surprising when you open the app and are greeted by a list of recipes. Though tapping on them reveals what Florence was talking about. I selected a chicken wrap recipe and was immediately given the option to customize various elements, presumably based on what items I already had in my kitchen. This chicken wrap could, for example, be made with flank steak or fish.

From there, Innit walks you through the prep with the ingredients you’ll need (which can be turned into a shopping list), as well as phone-friendly, narrator-less, close up videos of how to chop, mix and cook each ingredient.

We’ll be providing a more in-depth look at the app in a future post. For the curious, Innit for iOS is available today, though at the time of this writing, you could only access by visiting innit.com and receiving a texted link.

Bosch Shows Off Food Scanner, Hints At Appliance Integration

It looks like Consumer Physics may have some competition.

At IFA last week, Bosch showed off a food and stain scanner concept called the X-Spect. Bosch’s Dr. Arndt von Bieren told CNET the technology is similar to that of Consumer Physics’ SCiO in that it scans food and can determine their molecular makeup. One major difference with the SCiO, however, is that the processing and algorithmic “secret sauce” happens in the cloud.

The X-Spect marks the first time a big consumer appliance brand has publicly announced a molecular spectrometer project.   In a way, Bosch’s announcement validates Consumer Physics’ strategy, who told The Spoon in July that they were working with appliance makers to integrate their technology into their kitchen lineups to enable instant food scanning. With Bosch’s announcement, it’s clear that the startup may face competition from appliance makers themselves.

The X-Spect’s cloud-based processing and integrated connectivity are interesting for a couple of reasons. One is that it makes it easier for information to be sent to Bosch’s connected appliances. Bosch, like other appliance brands, has been busy the last couple years adding Wi-Fi and more processing power to their products. By allowing the X-Spect to talk to these devices, appliances will be able to leverage the results from the X-Spect without the full integration of the scanner into the appliance itself, which could mean faster time to market.

Bosch X-Spect Scanner: Wie reif ist das Obst?

Secondly, cloud processing could also be a way to sidestep some of the intellectual property in this space established by Consumer Physics and others. As reported by the Spoon back in July, the Israel startup has been issued a number of patents in the area of infrared spectrometry and food scanning. This means their IP portfolio was established well before the X-Spect, a project which Bosch’s Von Bieren said originated five months ago. And of course, Bosch is a company with a well-established research apparatus, so it could be the technology behind the X-Spect utilizes some of the company’s own previously established IP.

I’m personally excited to see a major appliance maker throw their hat in the “food sensing” ring. Over time, our appliances will increasingly have “digital senses” that can tell us how fresh our food is, detect for allergens and caloric/nutritional makeup.  We already have instant gluten sensors from the likes of Nima, and there is a company in France that is creating what is essentially a “digital nose” to smell food for us. With the X-Spect, it looks like appliance makers are interested in adding “digital senses” as a feature to our appliances.

Don’t miss the Wall Street Journal’s Wilson Rothman discussing digital sensing tech with Consumer Physics CEO Dror Sharon and others at the Smart Kitchen Summit.  

Bosch’s Friendly Kitchen Robot Shows Off Sous Chef Skills At IFA 2017

When Bosch showed off their kitchen assistant Mykie at last year’s IFA and a few months later at CES, the social robot did little more than project a looped video suggesting how he might help out in the kitchen.

But at this year’s IFA, the little guy seemed all grown up as he showed off a voice-powered interactive demo of guided cooking. In the video captured below, you can see the user giving voice commands to navigate Mykie from step to step, watch recipe preparation instructions, search the web and watch videos of pro cooks preparing the food.

It’s an interesting evolution of Mykie in what is fast becoming a more competitive market for AI powered sous chefs. This year we’ve seen everyone from Buzzfeed Tasty to Whirlpool join others like the Hestan Cue and Cuciniale with guided cooking platforms, while Amazon and Samsung are creating what are voice-powered kitchen computers as extensions of their existing AI and app platforms.

By giving Mykie a name and cute little robot face, Bosch is betting consumers will embrace AI assistants with a little personality. Compared with the faceless Alexa, Mykie certainly seems warmer and one that might even become something of a “friend” in the kitchen. Of course, whether we as consumers will befriend the likes of Mykie is part of a longer-term question around just how realistic home robots and AI assistants become.

Bosch representatives at IFA were still vague on when we might see Mykie make it to market. With CES in just a few months, you have to wonder if the German appliance giant will reveal details in Las Vegas about when consumers might have their own kitchen assistant with a friendly face to help them make dinner.

SideChef Plans To Be The Engine Behind Sharp’s Smart Kitchen Appliances

SideChef began in 2013 with a mission to make cooking easy and fun and to take the guesswork and heavy reading out of recipes. Over time, the recipe app startup has evolved to think of itself as a platform for the connected kitchen and today announced a partnership with electronics and appliance giant Sharp at the Smart Kitchen Summit in Japan.

SideChef will now be the smart software behind Sharp’s connected appliance lineup, powering the mobile app and recipe content to provide guided cooking tools when using the brand’s products. The first internet-enabled appliance from Sharp that will include SideChef’s intelligence is the Sharp SuperSteam+ Convection Oven, an oven that includes a new way to grill, brown and even roast foods using super heated steam.

This announcement builds out SideChef’s vision of being the de facto smart kitchen platform, giving manufacturers software that can bridge the experience and control of different kitchen devices and engage users to go beyond basic connectivity. The Sharp “powered by SideChef” app will include over 5000 machine ready recipes with built-in control for the integrated appliances. The recipes give users a guided cooking experience, automatically setting timers, playing educational videos or suggesting helpful tips based on the ingredients, time of day, season or location.

SideChef’s CEO and founder Kevin Yu says that the company will also help Sharp build an engaged user community and drive relevant content – which is a core strength of SideChef’s business. But Yu hopes to help manufacturers think differently about their IoT strategies and move past connectivity as the end goal.

“We’re not just here to connect things or teach people how to cook. That’s a great goal, but that’s 1.0. We want to help manufacturers see how they can create real engagement and monetization from these platforms,” commented Yu in an interview with The Spoon.

It’s not a surprise that SideChef is thinking beyond the intelligence inside the app to the user experience and engagement. Yu’s background is in game design and development, so he’s often thinking about the gameification of activities in the kitchen.

“The goal is to get the user engaged and willing to spend more money in micro transactions. This is what we think of as modern monetization for the smart kitchen,” he adds.

Sharp is one of a handful of appliance manufacturers looking at third party companies to connect and serve as the content partner behind their connected appliances. Earlier this year smart kitchen startup Drop announced an integration partnership with GE and later Bosch and Innit, a kitchen platform and data company also explored work with Whirlpool in the past.

“Sharp was looking for ways to combine convenience with perfect cooking results from our next generation of smart connected home appliances,” Jim Sanduski, President of Sharp Home Electronics Company of America said in a prepared statement.  “SideChef already offers an award winning mobile culinary platform so partnering with them to integrate cooking operation and control was an easy decision.”

The company plans to roll out its internet-connected line of products starting with the SuperSteam wall oven along with the Sharp app powered by SideChef in fall 2018.

SideChef and Sharp announced their partnership at the first-ever Smart Kitchen Summit in Japan. To see Kevin Yu and others speak at the 2017 Smart Kitchen Summit in Seattle in October, use code SPOON for 25% off tickets.

Why The Chatbot Interface Might Just Be The Smart Home Story of 2017

Voice interfaces are so 2016.

Not that Alexa and Google’s voice assistant won’t grow a bunch more in 2017, they will. But the reality is the smart home continues to evolve at a rapid clip, and one of the early trends I’ve noticed for 2017 is the emergence of the social messaging chatbot as a natural language interface for the smart home.

Credit Mark Zuckerberg for kicking off the trend in a big way at the end of 2016 when he debuted Jarvis, a personal growth project that the Facebook founder worked on for much of 2016. But Jarvis was more than just a skunkworks project, as the chatbot platform built into Messenger is gaining steam, including as an AI assistant for the smart home.

I recently used Facebook Messenger’s chatbot myself when I cooked steak with my Joule, and I was struck by how intuitive chat was as a command and interaction interface. While Joule is the first connected home device I know of to use the Messenger chatbot, I can certainly envision more devices that would work well with Messenger as the primary interface.

And if you’re more of a text message person than a Facebook Messenger user, don’t worry: text chatbots are coming your way as well.  As Lauren wrote this morning, a startup by the name of Unified Inbox is working with the likes of Bosch and Samsung to text-messaging based chatbots into the smart home as a way to work with their products. And while Yahoo’s text-messaging chatbot platform Captain is mainly focused on organizing communication with other family members, it’s not a stretch to imagine it as a control interface for our smart home.

While this trend is picking up speed, we should note that it’s not entirely new. Back in 2015, I wrote about how one of the biggest social messaging platforms in WeChat had started to integrate with smart home platform company Arrayent to utilize the messaging platform as an interface for products using Arrayent’s IoT platform.

While Alexa and other voice interfaces will no doubt continue their eye-popping growth this year, the reality is they are only one form of conversational interface for connected products. That’s why you can expect 2017 to be the year people starting talking about – and to – chatbots as a way to start controlling their things.

Turning Text Messages Into Machine Language For The Smart Home

There’s a new race in the smart home – it’s not about who will control your home but rather how. The introduction of voice assistant devices Amazon Echo and Google Home have definitely changed the conversation and the market for how we interact with the tech inside our homes. But if speaking commands to things in the house to turn them on or off or check their status seems unnatural, you could always text instead.

That’s the premise of Unified Inbox, a small company based Singapore that’s developed soon-to-be-patented software that delivers smart home control via text messenger. It’s easy to see the appeal of texting your home – it’s an easy and common way for humans to communicate with each other and it removes the awkwardness of barking out orders to an inanimate object.

The CEO of Unified Inbox, Toby Ruckert, makes the case to Reuters, saying “Think of it as a universal translator between the languages that machines speak … and us humans.” Though the company is small and privately funded, it has companies like Samsung, Bosch and IBM jumping on board to integrate functionality into their own devices. Using Unified Inbox’s platform, manufacturers can add a text assistant to their product, capitalizing on the ubiquity of smartphones in every home.

The API developed by Unified Inbox is called UnificationEngine or UE and works by taking text inputs to a messenger app and translates the human words into machine language. Described as an “IoT messenging platform,” UE was developed to bridge the language gap between people and the things around them.

Credit: Reuters

Text commands such as “turn off the lights,” “start the coffee machine at 6,” and “preheat the oven to 450” can be typed into over 20 different messenger apps along with Twitter and SMS to control a variety of home devices. From ovens and kettles, the platform can work with many appliances and Unified Inbox is testing more including garage door openers and toasters.

But why have “more than half of the world’s appliance makers” – according to Ruckert – signed up to partner with this small startup? Reuters reports that Ruckert and other tech leaders like Mark Zuckerberg see a huge future in text control – and think that big companies are worried about Amazon’s dominance.

“They’re worried the big tech companies’ one-appliance-controls-all approach will relegate them to commodity players, connecting to Alexa or another dominant platform, or being cast aside if Amazon moves into making its own household appliances.”

Check out the full story on Unified Inbox, their API and how machine learning that continues to change how we talk to our things.