Briya, an Israel-based company, believes its blockchain-powered solution could potentially reduce the data-sharing problem in healthcare.Read More
Briya, an Israel-based company, believes its blockchain-powered solution could potentially reduce the data-sharing problem in healthcare.Read More
Global warming brings humankind a host of challenges, from forest fires to heavy storms and desertification. Perhaps none matters more than maintaining and increasing food production. Unseasonal heat and cold snaps, new pest infestations and diseases at unexpected times, or extraordinary drought, wildfire and heavy rain, are just some of the challenges the world’s food producers face today and in coming years.Solutions to the challenges posed by climate change will likely require a two-fold approach. First, we should seek to limit the damage, through more sustainable, less carbon-intensive practices, along with carbon capturing and regenerative agriculture. Second, is to create new ways for farmers to gather and apply information about their crops, to better deal with the challenging new realities of growing food.Paradoxically, this global challenge calls for better focus on local farming conditions. Farmers worldwide know the particulars of their soil, crops, and rainfall. Farmers can benefit from a better read on how unexpected conditions are affecting their specific farms, so they can take the right steps of prevention and remediation for their farms.This is why Google Cloud is proud and excited to be working with companies like Agrology, a Virginia-based public benefit company who developed a predictive agriculture system that uses machine learning models, IoT sensors and Artificial Intelligence to deliver farmers timely predictions and insights on everything from temperature, rainfall, and soil conditions, to reducing greenhouse gas emissions from nutrient and fertilizer applications.Agrology was founded in 2019 with a National Science Foundation SBIR Award, and has gone on to service a number of specialty farms across the country from California to Virginia. The present focus is in wine grape growing and specialty crops, where local soil and climate conditions are particularly important and are under extreme threat. Over time, Agrology will roll out their custom data-driven platform and localized approach to many more farms.”Early on, we met an apple grower who told us that a weather report from 75 miles away wasn’t helping him anymore with figuring out how to apply pesticides, there was too much variation,” says Adam Koeppel, Agrology’s chief executive. “No farmer wants to overspray pesticides. We started thinking about how holistic agriculture is, and how site-specific it should be.”Agrology developed a custom platform with agricultural sensors which continuously gather a range of data above and below ground. This data is combined with other information, including highly local weather forecasts and macro information like baseline satellite data Agrology then makes sense of all the influences and interactions with TensorFlow, our Machine Learning platform. Google Earth helps the team figure out where to lay out their hardware and wireless gateways so that the team has the necessary tools to deliver data from remote locations to the cloud. “That’s a big deal”, says Tyler Locke, Agrology’s Chief Technology Officer. “Rural agriculture areas tend to be underserved in technology and infrastructure most of the time,” he says. “Farmers want technology to help solve their climate change challenges, but they’ve had a hard time getting it.”We’re also pleased to play a role in helping Agrology develop its first data models. Kevin Kelly, Agrology’s head of Engineering and Machine Learning, taught himself on Google Colab, a dynamic tool for learning and building and sharing Machine Learning solutions. “Like most engineers, I’m a hands-on learner,” Kelly says. “With Colab I was able to step through and execute every line of code, change it, and run it again to see how it affected the output.”Using TensorFlow, Kelly adds, was likewise an easy choice, since “studying model architectures and reading blogs, I found that AI researchers, applications engineers and even hobbyists interested in problems like ours – lots of quality data, lots of interactions among seemingly disparate data sets – overwhelmingly used Tensorflow and Keras to develop their models.”Agrology’s cutting-edge approach to agriculture is already showing benefits to its clients, and the team is confident its approach and learnings can scale to an even bigger impact.”We believe we can help maintain and improve yields, but even more,” says Adam. “We are finding ways to help farmers with regenerative agriculture, understanding their ability to enhance soil carbon sequestration with the right crops, better water use, or fertilizer applications that avoid releasing excessive greenhouse gasses. The rate at which the climate is changing is driving growers to alter how they farm and do business. There simply aren’t enough farmers and agronomists, and technology can help growers thrive in spite of the growing challenges.”
Stripe today announced Data Pipeline, a new way for customers to synchronize their financial data with Amazon Redshift and Snowflake.
The advancing use of RPA is a great boon to IT organizations within enterprises. RPA is an application of technology administered by business logic using structured entry points, designed for automating business processes. UiPath’s RPA platform paves the way for fully automating the various areas of IT in an enterprise and can take over the tedious jobs that dictate so much of regular work of IT personnel.
After 10 years of working with early-stage founders at Google for Startups, I’ve seen time and time again how access activates potential. Access to capital is the fuel that makes startups go, access to community keeps them running, and access to mentorship helps them navigate the road to success.But access to the resources needed to grow one’s business are still not evenly distributed. Despite being the fastest-growing group of entrepreneurs in the U.S., only 3% of Latino-owned companies ever reach $1 million in revenue. As part of our commitment to support the Latino founder community, today we’re announcing a new partnership with Visible Hands, a Boston-based venture capital firm dedicated to investing in the potential of underrepresented founders.During last year’s Google for Startups Founders Academy, I met Luis Suarez, a founder and fellow Chicagoan whose startup, Sanarai, addresses the massive gap in Spanish- speaking mental health providers in the U.S. Sanarai connects Latinos to therapists in Latin American countries for virtual sessions in their native language. When I asked Luis about the most helpful programs he had participated in, he highly recommended Visible Hands. The program gave Luis the opportunity to work alongside a community of diverse founders to grow his startup and have also helped him craft his early fundraising strategy. Visible Hands also supplies stipends to their participants, helping founders who might otherwise not be able to take the leap into full-time entrepreneurship.Inspired by feedback from founders like Luis, Google for Startups is partnering with Visible Hands to run a 20-week fellowship program, VHLX, to better support the next wave of early-stage Latino founders across the U.S. and to create greater economic opportunity for the Latino community. In addition to hands-on support from Google and industry experts, we are providing $10,000 in cash for every VHLX participant to help kickstart their ideas. Following the program, founders will have the opportunity to receive additionaladditional investment from Visible Hands, up to $150,000.Our work with Visible Hands and our recent partnership with eMerge Americas is part of a$7 million commitment to increase representation and support of the Latino startup community. I’m also looking forward to the Google for Startups Latino Leaders Summit in Miami this June, where in partnership with Inicio Ventures we’re bringing together around 30 top community leaders and investors from across the country to discuss how we can collectively support Latino founders in ways that will truly make a difference. And soon, we’ll share the recipients Google for Startups Latino Founders Fund.If you or someone you know would be a great fit for VHLX, encourage them to apply by June 24.