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I discovered a company yesterday called CARMERA, which just raised a $20 million Series B funding round. They call themselves a “real-time, street-level intelligence platform” and their flagship product, called Autonomous Map, provides HD maps and real-time navigation data to autonomous vehicles. That’s the way AVs work. They need maps like CARMERA’s to function. Here is an overview of what is supposedly the largest AV taxi service in the world. It is a partnership between CARMERA and Voyage.
One of the interesting things about this product is that it is cleverly powered through another one of their products: a free fleet monitoring tool for commercial operators. So fleet managers use this service to keep track of their actual human drivers and, at the same time, CARMERA uses the vehicles to collect the data it needs for its Autonomous Map. They call it “pro-sourcing” the data (a play on crowdsourcing).
It is perhaps a good example of “single user utility.” The product you’re making often has to be valuable to a single user before scale is reached. In this case, Autonomous Map would be a hard sell without a critical mass of pro-sourced data. It solves the perennial chicken-and-egg problem when creating new marketplaces.
Finally, I think many of you will be interested to know that CARMERA has also announced a partnership with the New York City Department of Transportation. As part of this, the company will be handing over the data they have on pedestrian density analytics and real-time construction detection events. Part of their mission is to “automate cities” and better street analytics will certainly help to open up a new world of city building possibilities.
Photo by Yeshi Kangrang on Unsplash
Here is an interesting study by the MIT Senseable City Lab, which looks at: “the minimum number of vehicles needed to serve all the trips in New York without delaying passengers’ pick up times.” If you can’t see the embedded video below, click here.
[youtube https://www.youtube.com/watch?v=nFo64kBGF6o&w=560&h=315]
This is interesting because it begins to quantify the amount of waste running through the system today and the possible efficiencies brought about by autonomous vehicles. In this model, the current taxi fleet in NYC could be reduced by 40%.
For more on the study, go here.
When I was in New York a few weeks ago, my friend (a New Yorker) said to me that he couldn’t imagine owning a car (he used to but got rid of it with zero remorse). He then elaborated on all of the nuisances that driving in the city produces.
There are parts of Toronto where you can feel similarly. I feel fortunate to live in one of those parts. Of course, there are other parts of this city where the exact opposite is true. It’s inconvenient not to have a car. These are typically areas where lower land costs have been exchanged for higher transportation costs.
The City of Toronto has a land area of approximately 630 square kilometers. If that’s all the land we had (the metro area is almost 6,000 square kilometers), you can bet we would think about land use and transportation a bit differently.
Take for instance, Singapore, a city-state with an area of approximately 719 square kilometers. The Land Transport Authority estimates that 12% of the republic’s total land area is taken up by roads.
Because of this, they just announced that they have lowered their vehicle growth rate (for cars and motorcycles) from 0.25% per annum to 0% effective February 2018. They can do this through their Certificate of Entitlement (COE) quota. And it won’t be revisited until 2020.
Put differently: No more cars and motorcycles until, maybe, 2020.
I discovered a company yesterday called CARMERA, which just raised a $20 million Series B funding round. They call themselves a “real-time, street-level intelligence platform” and their flagship product, called Autonomous Map, provides HD maps and real-time navigation data to autonomous vehicles. That’s the way AVs work. They need maps like CARMERA’s to function. Here is an overview of what is supposedly the largest AV taxi service in the world. It is a partnership between CARMERA and Voyage.
One of the interesting things about this product is that it is cleverly powered through another one of their products: a free fleet monitoring tool for commercial operators. So fleet managers use this service to keep track of their actual human drivers and, at the same time, CARMERA uses the vehicles to collect the data it needs for its Autonomous Map. They call it “pro-sourcing” the data (a play on crowdsourcing).
It is perhaps a good example of “single user utility.” The product you’re making often has to be valuable to a single user before scale is reached. In this case, Autonomous Map would be a hard sell without a critical mass of pro-sourced data. It solves the perennial chicken-and-egg problem when creating new marketplaces.
Finally, I think many of you will be interested to know that CARMERA has also announced a partnership with the New York City Department of Transportation. As part of this, the company will be handing over the data they have on pedestrian density analytics and real-time construction detection events. Part of their mission is to “automate cities” and better street analytics will certainly help to open up a new world of city building possibilities.
Photo by Yeshi Kangrang on Unsplash
Here is an interesting study by the MIT Senseable City Lab, which looks at: “the minimum number of vehicles needed to serve all the trips in New York without delaying passengers’ pick up times.” If you can’t see the embedded video below, click here.
[youtube https://www.youtube.com/watch?v=nFo64kBGF6o&w=560&h=315]
This is interesting because it begins to quantify the amount of waste running through the system today and the possible efficiencies brought about by autonomous vehicles. In this model, the current taxi fleet in NYC could be reduced by 40%.
For more on the study, go here.
When I was in New York a few weeks ago, my friend (a New Yorker) said to me that he couldn’t imagine owning a car (he used to but got rid of it with zero remorse). He then elaborated on all of the nuisances that driving in the city produces.
There are parts of Toronto where you can feel similarly. I feel fortunate to live in one of those parts. Of course, there are other parts of this city where the exact opposite is true. It’s inconvenient not to have a car. These are typically areas where lower land costs have been exchanged for higher transportation costs.
The City of Toronto has a land area of approximately 630 square kilometers. If that’s all the land we had (the metro area is almost 6,000 square kilometers), you can bet we would think about land use and transportation a bit differently.
Take for instance, Singapore, a city-state with an area of approximately 719 square kilometers. The Land Transport Authority estimates that 12% of the republic’s total land area is taken up by roads.
Because of this, they just announced that they have lowered their vehicle growth rate (for cars and motorcycles) from 0.25% per annum to 0% effective February 2018. They can do this through their Certificate of Entitlement (COE) quota. And it won’t be revisited until 2020.
Put differently: No more cars and motorcycles until, maybe, 2020.
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