GeoDigital Advanced Solutions at DistribuTECH 2020
A BIG THANK YOU to Sara Sankowich, Manager Forestry Operations & Sustainability at Unitil for sharing her #Digitalsolution for storm resiliency combining #GeoDigital data & analytics ….
GeoDigital launches 3D virtual decision-making platform for transmission and distribution utilities
DISTRIBUTECH, Orlando, Fla. – February 8, 2016 – GeoDigital International Inc., a leader in 3D services and geospatial intelligence software, today introduced GeoDigital Insight, which enables utilities to remotely monitor and optimize their vast networks of transmission and distribution lines. GeoDigital Insight is a proprietary combination of 3D remote-sensing, predictive analytics, artificial intelligence and mobile work software that digitizes business processes for inspecting poles, wires, and the environment that surrounds these linear assets.
GeoDigital serves a number of utilities using the end-to-end components of the GeoDigital Insight platform to manage their transmission networks. Today’s launch extends this capability to distribution networks, supporting asset inspections, as well as joint-use, vegetation-clearance and pole-loading analyses, among other processes. The company is working with a number of leading distribution utilities on pilots of the technology.
“With ‘Energy 2030’ looming, utilities are under tremendous pressure to extract as much productivity as possible from their assets, investing billions to make grids smarter and keep the lights on. But when it comes to understanding the condition of their largest linear assets – the poles and wires grid – utilities are still largely in the dark,” said Chris Warrington, GeoDigital president and CEO. “By gaining better situational awareness and digitally connecting this linear asset network, we believe North American utilities could save around $2 billion. Such total grid visibility would enable utilities to preempt repairs, increase the safety of field crews, and reduce the risk of outages.”
GeoDigital Insight will help utilities move from cyclical to condition-based inspections by remotely inspecting assets with high-resolution imagery and spatial intelligence. A digital record of degrading infrastructure can optimize grid investment decisions, while insights on asset conditions can supplement information from smart-grid-connected equipment in the network.
GeoDigital Insight also predicts and prioritizes outage risks posed by trees and other vegetation.
By digitizing regular vegetation-management inspections, utilities are able to efficiently manage thousands of miles of power lines and reduce human-exposure with labor-intensive field inspection methods that remain largely manual. Similarly, utilities can use GeoDigital Insight to review infrastructure from an engineering perspective and ensure compliance with clearance regulations.
To date, GeoDigital has mapped some 430,000 miles of transmission lines – data that pinpoints the precise location and condition of 1.9 million assets. GeoDigital collects the data via sophisticated sensors aboard helicopters, fixed-wing aircraft, UAVs and ground-based methods. The company’s Autonomous Driving unit is using similar technology to build a digital road map of North America’s multi-lane highways to guide self-driving vehicles.
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About GeoDigital
GeoDigital is a 3D data and spatial intelligence software company. Precision digital blueprints for infrastructure such as energy and roads enable virtual decisions that drive safety, reliability and productivity. This spatial framework enables the Internet of Things to interact with previously disconnected infrastructure, keeping the virtual environment current with real-world conditions using newly sensed and crowdsourced data. Its flagship solution for utilities, GeoDigital Insight, unlocks new levels of situational awareness on the health of linear grid assets and recommends decisions that impact reliability, cost, safety and compliance. GeoDigital is using this proven technology to make safe and smooth autonomous driving a reality with its Digital Driving platform – North America’s largest digital road and cutting-edge on-board spatial awareness software. With a track record for 3D innovation since 2005, Atlanta-based GeoDigital has operations in the United States, Canada, and Australia. Visit geodigital.com to find out more.
PR Contact:
Sean Healy, Healy Corporate Communications
sean@healycorp.com
201-857-2520 or 201-218-2039 (cell)
BPA Adopts GeoDigital Tech To Protect Grid Against Vegetation Growth
GeoDigital featured in T&D World Magazine article about Bonneville Power Administration selecting the GeoDigital mapping and data analytics solution to boost the cost-effectiveness of the utility’s vegetation-management program.
Read the article here:
http://tdworld.com/news/bpa-adopts-geodigital-tech-protect-grid-against-vegetation-growth
Bonneville: Bonneville Power Administration (BPA) has selected the GeoDigital mapping and data analytics solution to boost the cost-effectiveness of the utility’s vegetation-management program.
- Advanced technology combats greatest threat to the power grid: tree limbs and vegetation
- Predictive analytics prioritizes vegetation threats for mobile-enabled field crews
- Boosts system reliability and productivity on thousands of miles of transmission lines
Atlanta – December 9, 2015 – GeoDigital International Inc., a leader in big spatial data and analytics, today announced that Bonneville Power Administration (BPA) has selected the GeoDigital mapping and data analytics solution to boost the cost-effectiveness of the utility’s vegetation-management program. BPA is a federal agency that markets and transmits electricity in the Pacific Northwest.
The vegetation solution, built by Atlanta’s GeoDigital, will assist BPA in assessing and managing the growth of trees and other vegetation surrounding 15,000 miles of power-transmission lines. BPA’s decision to invest in spatial data and analytics is part of its public service commitment to efficiently deliver high reliability with environmental stewardship.
“BPA was looking to collect spatial data to proactively prevent vegetation-related outages,” said Chuck Sheppard, transmission strategy portfolio manager for BPA. “With such detailed insights, the benefits of spatial data are across the board – from accurately identifying and prioritizing risks to the grid and their exact locations, to mobile-enabling our workforce for safer and more efficient work in the field.
“It will also reduce vegetation-management program costs, potentially pre-empt outages, and simplify compliance with FAC003-3 rules on vegetation clearances,” he said.
BPA’s service area comprises 300,000 square miles across eight states, where the power agency operates and maintains about 75 percent of the high-voltage power-transmission lines. Preventing vegetation encroachment is a complex task due to the region’s rural and extreme terrain, requiring frequent manual inspections by hundreds of field crews employed by the utility or contracting service companies.
GeoDigital’s vegetation solution provides analytics and work-management software to predict and prioritize vegetation issues that pose outage risks and set priority maintenance issues. By digitizing vegetation management, utilities can more efficiently manage thousands of miles of power lines in remote locations.
“Once a low-profile function, vegetation management is of paramount importance to energy providers,” said Chris Warrington, GeoDigital president and CEO. “Many of the country’s most trusted and respected power companies, like BPA, are turning to us to help transform their vegetation-management operations. BPA, a longtime customer of ours, chose to expand its footprint with GeoDigital. We look forward to helping BPA generate actionable insights — continually raising the bar in delivering energy to consumers reliably, cost-effectively and with environmental responsibility.”
About Bonneville Power Administration
The Bonneville Power Administration, headquartered in Portland, Ore., is a nonprofit federal power marketer that sells wholesale electricity from 31 federal dams and one nuclear plant to 142 Northwest electric utilities, serving millions of consumers and businesses in Washington, Oregon, Idaho, western Montana and parts of California, Nevada, Utah and Wyoming. BPA delivers power via more than 15,000 circuit miles of high voltage lines and 259 substations to 490 transmission customers. In all, BPA markets about a third of the electricity consumed in the Northwest and operates three-quarters of the region’s high-voltage transmission grid. BPA also funds one of the largest fish and wildlife programs in the world, and, with its partners, pursues cost-effective energy savings and operational solutions that help maintain affordable, reliable and carbon-free electric power for the Northwest. www.bpa.gov
About GeoDigital
GeoDigital, a big spatial data and insight company, generates transformational insights from remote-sensed data, 3D data analytics and geospatial software. From ensuring the reliable delivery of power by better managing critical infrastructure and the vegetation that surrounds it, to paving the way for autonomous cars with high-precision digital roads, GeoDigital is expanding the frontiers of our digital planet to deliver real-world benefits.
Founded in 2005, GeoDigital operates in the United States, Canada, and Australia. Its investors include NGP Energy Technology Partners, North Sky Capital, EnerTech Capital and Emerald Technology Ventures.
GeoDigital names auto industry veteran to lead 3D mapping & self-driving vehicles business unit
- Chris Thibodeau to head Autonomous Driving business
- Creating ultra-precise digital road map of North America
- Largest independent mapping platform for mass-produced autonomous vehicles
ATLANTA – September 10, 2015 – GeoDigital International Inc., a leader in big spatial data and analytics, today announced that auto industry veteran Chris Thibodeau will join its executive team as senior vice president and general manager of the company’s Autonomous Driving business unit.
Thibodeau will oversee GeoDigital’s “digital roads” program that’s digitizing North America’s roads, the largest effort yet to build an independent mapping platform for mass-produced self-driving vehicles.
Thibodeau also will be responsible for driving innovation and technological advances in autonomous driving, while leveraging GeoDigital’s big spatial data analytics expertise to expand the company’s solutions as connected-car, intelligent-sensing and artificial-recognition technologies continue to evolve.
Using high-definition imagery and precision technology called LiDAR — already proven in the utility, rail and defense industries — GeoDigital is creating the industry’s most detailed 3D maps capable of determining positional accuracy within centimeters. The company’s digital roads capture data on road surface, curvature, lane measurements, barrier and bridge position, signage, and other conditions crucial to the safe and smooth driving of autonomous cars.
The company also has patent-pending technology to keep the digital road database current by using the industrial cloud to collect data from cars equipped with sensors. Using GeoDigital’s big spatial data and analytics expertise, changes to roadways will be integrated to the company’s master maps.
“We’re excited that Chris is joining our leadership team,” said Chris Warrington, President and CEO of GeoDigital. “The depth of his experience in automotive technology and connected cars further strengthens GeoDigital’s position as a market leader in North America’s autonomous driving market. Chris is joining us at a key stage in GeoDigital’s evolution. Chris will help drive increased value for our existing automotive industry customers and herald a new era of innovation and investment as GeoDigital helps make mass-produced autonomous vehicles a reality.”
“Unlike common navigation maps, autonomous vehicles will require a much higher level of 3D detail,” said Thibodeau. “GeoDigital is building the most precise digital road map ever created – with a level of precision that outstrips the engineering-grade surveys used to construct North America’s roads in the first place. GeoDigital’s unique big spatial data and analytics experience provides an ideal platform to innovate as connected cars, remote sensing and artificial intelligence technologies converge. I’m looking forward to helping GeoDigital continue to push new frontiers in support of the autonomous driving industry.”
Most recently, Thibodeau was Vice President and General Manager of Infotainment for the Americas at Harman International Industries, which markets audio, visual and entertainment systems to automakers and consumers. Before joining Harman, Thibodeau held executive level roles at both Ford and General Motors. At Ford, Thibodeau was responsible for Global Product Planning and Strategy – Electrical User Interface and Connectivity. At General Motors, Thibodeau was responsible for the design and development of the electrical architecture and systems engineering for “advanced, connected vehicles.” Thibodeau began his career in Ford’s Electronics operations which eventually became Visteon, where he designed and executed various electrical products including audio and infotainment applications for the automotive industry.
Thibodeau holds two U.S. patents. He also serves as Vice Chairman of Square One Education Network, a provider of experiential learning for K-12 students and teachers in the areas of science, technology, engineering and mathematics.
GeoDigital’s Leadership Role in Autonomous Vehicle Market Highlighted in The Washington Post
GeoDigital featured in a Washington Post article by Matt McFarland “Can GM be a disruptor in the self-driving car wars?”
Read the article here:
Tech leader in 3D mapping & spatial data analytics to establish north american headquarters in Atlanta
Privately-Held GeoDigital to Create Approximately 50 High-Tech Jobs by Year-End 2016
The Georgia Department of Economic Development (GDEcD) today announced that GeoDigital International Inc., a leader in big spatial data and analytics, will move its North American headquarters from Canada to Atlanta, creating approximately 50 new high-tech jobs in Fulton County over the next year. Based in Ontario since its founding in 2005, GeoDigital will move its headquarters to an 11,200-square-foot, state-of-the-art office space in Atlantic Station.
“Georgia is a hub for headquarter relocations – especially for technology companies,” said GDEcD Commissioner Chris Carr. “Since the beginning of our fiscal year, which concluded not even three weeks ago, we have announced ten corporate headquarter relocations and more than 4,200 technology jobs in Georgia. It’s clear that fast-growing global companies such as GeoDigital are finding our state the ideal location to better reach customers nationwide.”
The newly created jobs will encompass a number of functions, including executive management, information technology, research and development, sales, marketing, project management, finance and accounting, and human resources. To help fill future employment opportunities, GeoDigital plans to work with Kennesaw State University and the Georgia Institute of Technology to create apprenticeship programs.
GeoDigital is at the forefront of the fast-growing autonomous, or self-driving, vehicle industry. Using precision technology called LiDAR, a kind of ‘laser range finder’, combined with high-definition imagery, GeoDigital is creating the industry’s most detailed 3D maps of the entire North American highway system. These ‘digital roads’ include data on topography, road surfaces, lanes, and other information critical to the safe and smooth driving experience of autonomous cars. GeoDigital is providing these services to a major automaker, as well as several Tier 1 suppliers.
GeoDigital is also using this technology to help efficiently inspect thousands of miles of power lines for asset and vegetation issues, serving the vast majority of the country’s largest utility companies, including PPL, Xcel Energy, Tennessee Valley Authority, and many of the Southern Company entities. By digitizing vegetation management, utility companies can better predict and respond to areas that are at risk of causing outages and better inform their crews while keeping them safer. GeoDigital solutions also assist compliancy with recent federal regulation to protect the nation’s power grid against vegetation outages.
“GeoDigital is excited to join and add to the vibrant mix of Atlanta-based technology employers,” said Chris Warrington, president and CEO of GeoDigital. “Given our growth and the tremendous market potential for GeoDigital’s big spatial data and analytics software, we simply got to the point where we needed greater access to high-tech talent and international travel routes. Atlanta meets both of those needs. Equally important, the region will be a great place to live and work for our team.”
Shirlynn Brownell, GDEcD project manager, assisted GeoDigital on behalf of Georgia and partnered with the Metro Atlanta Chamber and Georgia Power.
“GeoDigital’s headquarters relocation speaks to the talent, innovation and growth coming out of the technology ecosystem in metro Atlanta,” said Brian P. McGowan, executive vice president and chief operating officer for the Metro Atlanta Chamber. “We are thrilled to welcome GeoDigital to the growing base of international companies that are choosing Atlanta as their operating hub and look forward to working with the team as they grow their presence in the region.”
About GeoDigital
GeoDigital, a leader in big spatial data and analytics software, is transforming industries by unlocking the power of spatial insight. Big spatial data combines precise 3D maps – built on remote sensing and imaging technologies such as LiDAR – with analytics software to solve complex geospatial challenges. GeoDigital then adds location-based work management software to turn that geospatial insight into action for safer, more efficient remote operations. From ensuring the reliable delivery of power by better managing critical infrastructure and the vegetation that surrounds it, to paving the way for autonomous cars with digital roads, GeoDigital is expanding the frontiers of our digital planet to deliver real-world benefits.
Founded in 2005, GeoDigital operates in the United States, Canada, and Australia. Its investors include NGP Energy Technology Partners, North Sky Capital, EnerTech Capital and Emerald Technology Ventures. Visitwww.geodigital.com to find out more.
About the Georgia Department of Economic Development
The Georgia Department of Economic Development (GDEcD) is the state’s sales and marketing arm, the lead agency for attracting new business investment, encouraging the expansion of existing industry and small businesses, align workforce education and training with in-demand jobs, locating new markets for Georgia products, attracting tourists to Georgia, and promoting the state as a destination for arts and location for film, music and digital entertainment projects, as well as planning and mobilizing state resources for economic development.www.georgia.org
GEODIGITAL, FLŌT SYSTEMS, & ENVIRONMENTAL CONSULTANTS INC. (ECI) partner for UAV based utility inspection program
First comprehensive remote asset inspection program combines UAV-collected data, software and utility expertise to safely and efficiently perform virtual inspections
GeoDigital, FLōT Systems, and Environmental Consultants Inc. (ECI) have formed a partnership to bring utilities remote asset inspection capabilities via Unmanned Aerial Vehicles (UAV) – also known as Unmanned Aerial Systems (UAS). The program combines high-resolution imagery collected by FLōT Systems’ beyond line-of-sight capable UAV, analytics and location-based work management software from GeoDigital, and virtual inspection of those images with utility vegetation and asset management expertise from ECI.
For the first time, utilities will be able to assess critical infrastructure on both electric distribution and transmission facilities, as well as on pipelines by using UAV’s, commonly known as drones, to pinpoint possible risks to their infrastructure. In doing so, utilities can improve service reliability, increase employee and public safety and best ensure regulatory compliance.
“We believe UAS will become an invaluable tool in helping utilities manage their infrastructure and the environment around it,” said FLōT Systems’ CEO Chris Vallier. “As specialists in the utility industry, we have been developing the ability to utilize long-range unmanned aircrafts to more safely and efficiently collect higher value facility information than with traditional methods.” With respect to the regulatory environment, Mr. Vallier goes on to say, “We understand how to operate within the current regulatory framework while helping our clients prepare for full-scale commercial activity in the near future.”
“By combining UAV collection and utility inspection expertise with GeoDigital’s virtual asset inspection software, utilities can now enhance their inspection programs by deriving actionable insights from big geospatial data,” said Chris Warrington, President and CEO at GeoDigital. “Virtual inspections use geospatial data, which can now be collected more frequently and safely, so utilities can prioritize remote asset maintenance and repairs using up-to-date data. This geospatially-precise work planning increases reliability and enables safer, more efficient field crew deployments. By going to digital inspections and having a history of all work activity, utilities can achieve significant process improvements and cost savings.”
“Because vegetation and equipment-caused failures are among the top causes of electric distribution system interruptions, our team has focused on providing virtual facility and vegetation inspections as our first end-to-end solution,” said Jim Downie, Executive Vice President of ECI. “For example, imagery collected to virtually identify high-risk trees or equipment maintenance needs can be tracked back to the field using GeoDigital location-based work management software. This is just the first example of the common vision of ECI, GeoDigital and FLōT to enable informed digital decisions that drive real returns for electric and gas utilities and their customers. We anticipate the business case for UAV and other remote inspection methods will further optimize utility engineering and vegetation management by taking advantage of LiDAR and other sensing technologies in the not-too-distant future.”
To find out more visit the company websites below.
About GeoDigital
GeoDigital, a big spatial data and analytics company, helps industries efficiently manage critical assets and the world around them. GeoDigital’s innovative solutions combine 3D maps – built on remote sensing and imaging technologies such as LiDAR – with patented analytics and location-based work management software. By providing precision insights, GeoDigital enables customers to predict threats and prioritize actions to solve complex geospatial challenges. With data-driven confidence, GeoDigital helps to guide people, autonomous cars, machines and infrastructure more safely, reliably and productively.
Founded in 2005, GeoDigital has operations in the United States, Canada, and Australia and its investors include NGP Energy Technology Partners, North Sky Capital, EnerTech Capital and Emerald Technology Ventures. Visitwww.geodigital.com/UAV-inspections to find out more about this solution.
About Flōt Systems
Based in Lafayette, Colo., FLōT (pronounced FLOAT) Systems is a UAV-based technology company delivering next-generation aerial inspection systems to electric utilities and other critical industries. FLōT Systems leverages long range UAS that carry precision sensors that are useful in solving many electric utility challenges. FLōT Systems provides turnkey UAS services, FAA expertise for beyond line of sight operations, sensor and integration experience, and UAS software development for the utility industry.
About Environmental Consultants Inc. (ECI)
ECI provides quality solutions for all aspects of vegetation management, including program assessment, development, crew productivity measurement, environmental assessment, contract vegetation management field specialists, training, expert testimony, and research. We are committed to providing the highest quality state-of-the-art consulting services.
ECI is consistently at the forefront in the development of reliability-focused, risk-based, cost effective utility vegetation management programs. Clients implementing our program initiatives and recommendations have realized dramatic improvements in reliability, significant cost savings, reduced risk, enhance regulatory compliance and overall improvements in operational effectiveness.
Since its founding in 1972, ECI has been recognized as the proven industry leader in the strategic and tactical development of progressive UVM solutions and programs. ECI has successfully provided a wide variety of related consulting services for hundreds of utilities throughout the United States and Canada.
GeoDigital to partner with PPL Electric Utilities to better manage vegetation for increase reliability
Pennsylvania utility selects the GeoDigital preconfigured transmission industry solution for vegetation management to further increase network reliability, reduce costs, and increase customer satisfaction.
GeoDigital, a big spatial data and analytics company, announced today its transmission industry vegetation solution has been selected by PPL Electric Utilities.
The Pennsylvania-based utility, which provides electricity to 1.4 million customers and manages approximately 5,000 miles of transmission network, will implement the end-to-end pre-configuredvegetation management solution. The solution combines GeoDigital’s LiDAR-based 3D mapping, analytics, and location-based work management software to meet overall vegetation management objectives including reliability, efficiency and safety.
“GeoDigital’s solution will provide us with a complete, timely and precise picture of the vegetation surrounding our critical transmission assets, allowing us to improve reliability by precisely managing the vegetation with a high risk of causing an outage, better coordinating line maintenance efforts for the convenience of our customers, and reducing our overall vegetation management program costs” said Adam Morse, Vegetation Manager at PPL Electric Utilities
“Trees are the number one cause of outages during storms and PPL has been working with GeoDigital for a number of years as part of our ongoing commitment to system reliability. We reduced tree-related outages by 18 percent in 2014 compared to the average of the previous 10 years. Now that GeoDigital has combined all of the capabilities into a single solution, we believe we can further increase the effectiveness and efficiency of our vegetation management program.”
“PPL Electric Utilities has been a valued partner of GeoDigital for many years and an early adopter of vegetation mapping for NERC compliance” said Chris Warrington, GeoDigital’s CEO. “GeoDigital is proud that such an innovative utility has selected our transmission industry solution to help streamline the entire vegetation management process – setting a new standard for North American utilities in their quest to further improve reliability, safety, customer service, efficiency and compliance.” Warrington continues, “Every industry needs people with vision, passion and leadership. PPL Electric Utilities clearly demonstrates these attributes with this decision.”
Recent regulatory changes such as FAC-003-3 reflect the need for utilities to improve the precision and effectiveness of their vegetation programs to further increase reliability. Former NERC Senior InvestigatorRobert Novembri stated, “Having evaluated the GeoDigital solution and determining that it has the capability to support FAC-003-3 compliance, it is great to see its adoption and implementation by leading utilities like PPL. Combining an annual reflight program on NERC critical lines with vegetation analytics, work management, and planning software provides a solution that supports utilities with attaining full compliance with FAC-003-3. It is critical that the industry leverage technology to protect the bulk power system in North America from vegetation related outages. GeoDigital’s transmission solution represents a significant step in addressing this critical need.”
GeoDigital’s Transmission industry solution for vegetation management is the industry’s first preconfigured solution and is designed to improve system reliability with precision vegetation management, reduce cost of vegetation management programs and support compliance with FAC-003-3. The solution spans the geospatial lifecycle including GeoDigital Digitize – precision survey and mapping using LiDAR and high definition imagery updated on an annual basis, GeoDigital Analyze – patented analytics to predict and prioritize vegetation which could create the risk of an outage, GeoDigital Explore – the ability to explore these insights in 3D, and GeoDigital Work – to turn insight into action with location-based work management software. By providing precision insights, GeoDigital can help utilities prioritize and predict vegetative threats to improve reliability, reduce vegetation management costs, and simplify compliance.
About GeoDigital
GeoDigital, a big spatial data and analytics company, helps industries efficiently manage critical assets and the world around them. GeoDigital’s innovative solutions combine 3D maps – built on remote sensing and imaging technologies such as LiDAR – with patented analytics and location-based work management software. By providing precision insights, GeoDigital enables customers to predict threats and prioritize actions to solve complex geospatial challenges. With data-driven confidence, GeoDigital helps to guide people, autonomous cars, machines and infrastructure more safely, reliably and productively.
Founded in 2005, GeoDigital has operations in the United States, Canada, and Australia and its investors include NGP Energy Technology Partners, North Sky Capital, EnerTech Capital and Emerald Technology Ventures. Visitwww.GeoDigital.com to find out more.
About PPL Electric Utilities
PPL Electric Utilities, a subsidiary of PPL Corporation (NYSE: PPL), provides electric delivery services to about 1.4 million customers in Pennsylvania and consistently ranks among the best companies for customer service in the United States. More information is available at www.pplelectric.com.
About Robert Novembri
Robert Novembri is the Founder and President of Novembri Consulting, LLC and a former Senior Investigator for the North American Electric Reliability Corporation. Robert has 45 years of utility experience and over 26 years of experience in the utility arboriculture field. Robert formerly served as Partner and CEO at CN Utility Consulting, LLC and as the Director of Vegetation Management Operations at Pacific Gas and Electric Company. More information is available at www.novembriconsulting.com.
GreenTech Media – GeoDigital: Mapping the Utility Landscape With Big Data
GeoDigital featured in GreenTech media article by Jeff St John ‘GeoDigital: Mapping the utility landscape with big data.’
Read the article here:
http://www.greentechmedia.com/articles/read/geodigital-mapping-the-utility-landscape-with-big-data
