Skip to content

Taking Flight with Data-Driven Drone Development

Drones: Working Smarter

Like leveraging AI, chatbots, robotics and other new technology, using drones is becoming a big business—along with the increasing need to capture data, and then manage that data influx as well as deriving actionable insights for human and machine use, which could translate to increased innovation. Reality capture—as it is known in the drone industry—is becoming more advanced and precise, and the barriers to entry are lowering. Market trends include that drone reality capture is becoming more unified, automated and intelligent.

In “5 Trends that are Shaping the Future of Reality Capture,” Conner Jones of DroneDeploy looks at some of the key developing trends in the field, including:

  1. Commoditization reducing the barriers of entry: Once upon a time drones and 360 cameras were incredibly expensive. Times have changed. With the proliferation of smartphones, the technology behind high-quality cameras and sensors has become commoditized. Now this technology is fairly inexpensive, giving both consumers and organizations affordable ways to capture.
  2. The growing demand for unified tools: The market has seen an influx of apps and software platforms. Over the past decade, there’s been a transition from having practically zero industry tech to a dazzling array of tools, each promising to revolutionize workflow. The need for a single unified platform for all reality capture workflows has never been higher, with the overabundance of variety today turning into a tighter field with only a handful of key players.
  3. The era of artificial intelligence and machine learning: Open-source movements have democratized access to advanced machine learning models. Platforms like ChatGPT showcase how AI is no longer just a futuristic concept but an integral part of our daily digital interactions. Beyond chatbots, industries are harnessing AI in reality capture to streamline workflows and enhance efficiencies. AI is helping industries find actionable insights from their captures, unify their data, and optimize the way they work.
  4. Automating time-consuming tasks: If you’ve ever wondered where the most substantial costs lie in reality capture, it’s not the fancy software or the cutting-edge hardware. It’s the cost of human labor. Organizations can track a significant amount of their spending on having personnel manually gather data and perform site inspections. With hardware capable of automated capture and intelligent software platforms driving these tools, some companies are beginning to inspect and uncover actionable insights from their site on a daily or even hourly basis.

Bots, Drones & Insights

All Things Innovation looked at other innovative technologies in “How Bots Can Support Innovation.” As innovation becomes more of a central focus, bots have become more prevalent in business. These bots can automate tasks and processes, thereby improving services and freeing up employees to focus on the more important tasks of research and development. Bots can also be used to automate data science and insights tasks, compiling data much faster than a human could alone. Certainly, on a basic level, bots can increase these efficiencies and increase customer engagement.

Looking forward to FEI 2024? The conference, which will be held June 10 to 12, will feature the session, “Capturing Actionable Insights And Ultimately Saving Lives,” presented by Omar Eleryan, Founder and CEO, Cleo Robotics. Drones are fun. They also provide breathtaking imagery. There’s now an entire diaspora of drone-inspired markets, including health and safety. But to really understand how, Eleryan takes us through a few case studies that showcase the navigation of dangerous places in our world utilizing computer vision and machine learning. Register for FEI 2024 here.

In addition, check out the keynote session, “Brunch with Bots,” at FEI 2024. This session provides a mix of Autonomous Mobile Robots (AMRs), Automated Guided Vehicles (AGVs), Articulated Robots, Humanoids, Cobots, Hybrids and of course dogs greeting the delegation in a Bot Commencement Ceremony with handler’s giving dashboard information about each bot. Each bot and handler is then available for networking at various stations throughout the main hall. Register for FEI 2024 here.

Gaining a Competitive Advantage

The evolving capabilities of drones in capturing data and providing actionable insights offer numerous benefits for innovation and decision-making across various industries. We asked ChatGPT to identify some of these benefits:

  1. Enhanced Data Collection: Drones can access remote or hard-to-reach areas, enabling comprehensive data collection in various environments such as construction sites, agricultural fields, and disaster zones. This enhanced capability provides a more detailed and holistic understanding of the target area or subject.
  2. Improved Efficiency: Drones can rapidly survey large areas and collect vast amounts of data in a relatively short time compared to traditional methods. This efficiency in data collection streamlines processes, reduces time and labor costs, and enables real-time monitoring of dynamic situations.
  3. High-Resolution Imaging: Advanced drone technology allows for high-resolution imaging, including aerial photography, photogrammetry, and LiDAR scanning. These imaging techniques provide detailed spatial data that can be used for mapping, 3D modeling, and terrain analysis, facilitating better decision-making in urban planning, infrastructure development, and environmental monitoring.
  4. Precision Agriculture: Drones equipped with sensors and cameras can capture multispectral and thermal imagery of agricultural fields. This data can be analyzed to monitor crop health, detect pests and diseases, optimize irrigation and fertilization, and improve crop yields through precision agriculture techniques.
  5. Safety and Risk Management: Drones reduce the need for human operators to enter hazardous or dangerous environments, such as industrial facilities, disaster sites, or infrastructure inspections. By minimizing human exposure to risks, drones improve safety outcomes and reduce the likelihood of accidents or injuries.
  6. Real-Time Monitoring and Surveillance: Drones equipped with live video streaming capabilities enable real-time monitoring and surveillance of critical infrastructure, public events, and emergency situations. This real-time situational awareness allows for proactive decision-making, rapid response to incidents, and better coordination of emergency services.
  7. Environmental Monitoring and Conservation: Drones play a crucial role in environmental monitoring and conservation efforts by collecting data on ecosystems, wildlife populations, and habitat changes. This data helps researchers, conservationists, and policymakers assess the impact of human activities, track endangered species, and implement effective conservation strategies.
  8. Infrastructure Inspection and Maintenance: Drones can perform visual inspections of infrastructure such as bridges, buildings, and power lines, identifying defects, corrosion, or structural damage. This proactive approach to maintenance enables early detection of issues, reduces downtime, and prolongs the lifespan of critical infrastructure assets.
  9. Disaster Response and Recovery: In the event of natural disasters or humanitarian crises, drones can rapidly assess damage, identify survivors, and deliver aid to affected areas. This capability facilitates more efficient disaster response efforts, enhances search and rescue operations, and improves coordination among relief agencies.
  10. Innovation Catalyst: The continuous evolution of drone technology stimulates innovation in various fields, including artificial intelligence, robotics, sensors, and data analytics. As drones become more sophisticated and versatile, they unlock new possibilities for data-driven insights, automation, and decision support, driving further innovation across industries.

The Future Growth of Drone Technology

Overall, the increasing capabilities of drones in capturing data and providing actionable insights empower organizations to make more informed decisions, optimize operations, and drive innovation in diverse applications ranging from agriculture and infrastructure to emergency response and environmental conservation.

The future of drones and reality capture seems bright, especially as technology behind these processes becomes more unified, automated and intelligent. Of course, the future of these tools is not just technology but advanced tools that will work smarter. As DroneDeploy puts it, “Just like when drones changed the game for aerial site capture, AI, unified data, automation and a lower bar of entry are going to amplify reality capture to help organizations realize far greater insights and returns.”

Video courtesy of Hammer Missions

Contributor

  • Matt Kramer

    Matthew Kramer is the Digital Editor for All Things Insights & All Things Innovation. He has over 20 years of experience working in publishing and media companies, on a variety of business-to-business publications, websites and trade shows.

    View all posts
 
 

Related Content

A colorful galaxy-like image with a lot of circles, stars and effects.
transformational innovation

Is Transformational Innovation Possible?

One of the most interesting activities at this year’s Front End of Innovation (FEI 2024) was All Things Innovation’s annual roundtable discussion,…

Colorful USB plugs moving up like a chart from left to right.
artificial intelligence

Plugging into AI & ML Adoption

In the rapidly evolving landscape of consumer-packaged goods (CPG), the integration of artificial intelligence (AI) and machine learning (ML) is no lo…

A diamond and its facets.
ROI

Finding the Value of Innovation

Gail Martino, VP Partnerships, 387Labs, was on hand at FEI 2024 as a moderator for the Brunch with the Bots presentation on the final day of the confe…

Three architects looking over blueprints at building site.
innovation team

Building the Right Data & Insights Team

You’ve heard it before: Data is the new oil. Just as crude oil needs refining to become valuable, data must be processed to unlock its potential. Ente…

The closeup of a jet engine.
customer centricity

Creating a Culture of Experimentation

Many in the community feel that fostering a culture of innovation is paramount. A key to this is building a culture of experimentation. This stems fro…

A sphere in space, with data points of light
innovation culture

Innovation in Action: Trends from FEI 2024

This past June, the vibrant city of Boston, known for its trailblazing spirit, became the epicenter of innovation as it hosted the Front End of Innova…

Crumpled paper on top of idea/innovation sketch pad with drawing of light bulb.
Front End of Innovation

FEI 2024 Report: The Future of Innovation

A successful three-day event marked Front End of Innovation (FEI) 2024 in Boston, held June 10 to 12 at the Omni Hotel at the Seaport. A reenergized a…

Lifting a hand weight at the gym/fitness theme.
consumer insights

Harnessing the Power of Consumer Insights

Innovation doesn’t happen in a silo, and a great product or idea can only go so far on its own. Tapping into the pulse of your consumer is key to ta…

Futuristic city at night with data points of light rising from the bottom.
data science

Mapping Out the Data-Innovation Journey

This year, in our latest Innovation Perspectives Report, the editors of All Things Innovation brought together a cross-section of innovation, insights…

An accelerating speedometer.
agility

Accelerating a Data-Driven Approach

If we accept that data lies at the heart of marketing and business decision-making, a data-driven approach must be paramount in today’s environment….

a surface of black cubes rising from floor, varying heights, one stands out in yellow above the rest.
data science

Leveraging AI in B2B Respondent Insights

In the B2B marketing landscape, artificial intelligence has shown great potential. It is becoming an essential and advantageous tool, a tool which no…

laboratory beaker with dropper
artificial intelligence

Transform New Product Development with AI

While AI is certainly touted as being able to create rapid data-driven insights, there are advantages in the new product development process that can…

mountain climbers trekking
AI-driven innovation

Discovering the Innovation-Led Growth Journey

Advances in artificial intelligence are powering AI-driven innovation. As machines become smarter and tech developments are rapidly progressing, there…

explorer in a cave
user experience

Applying AI to Anthropological Research

Agile research and methodologies are of primary importance to the innovation discipline, as they promote a more versatile, rapid, adaptive approach to…

Shopper in a grocery store.
data science

8 Risks If You Don’t Have an AI Strategy

In the fast-paced world of Fast-Moving Consumer Goods (FMCG), where product life cycles are short and consumer trends shift with lightning speed, stay…

prompt engineering
machine learning

Positioning the Role of Prompt Engineering

Prompt engineering is one of the latest buzzwords when it comes to artificial intelligence, but what is this evolving and complex job function? Some m…

data analytics

Powering AI-Driven Innovation

The advancements in artificial intelligence have rapidly impacted and transformed the business world around us. For insights and innovation, it has in…

data science

Finding Best Practices for Data Management

Data management is critical in today’s innovation and overall business environment. This ensures that data is collected, cleansed, analyzed and stor…

innovation culture

Gaining an Innovation Edge with Automation

With the focus on how artificial intelligence, as well as digital transformation efforts, can help streamline operations, it’s worth another look at…

artificial intelligence

Advancing Universal Interaction

Artificial intelligence, specifically generative AI, has the potential to be a great equalizing disruptive technology of our time. While we are still…

large language models

How AI is Redefining Business Strategy

Over the last year, AI went from being the next big thing to being the Big Thing. In particular, Large Language Models (LLMs) from companies like Open…

innovation strategy

The Impact of AI on Innovation

Artificial Intelligence (AI) is having a profound impact and influence on a broad range of industries. From healthcare to publishing to industrial fie…

measuring innovation

Measuring Innovation Performance

Innovation can be a key component to drive a company’s success and performance, in both short-term and long-term initiatives. Yet many executives gr…

technology

Living in A Digital Transformation World

Digital transformation (DX) has been a hot topic in the innovation space for some time, but the term can be easily misunderstood as well. As we accele…

innovation analytics

Leveraging Data Analytics to Drive Innovation

Insights, data and analytics can often work in close partnership with innovation to drive product and service development. Indeed, supporting the inno…

data analytics

Diving Into Humanity-Centric Innovation

With the continued emergence and evolving development of artificial intelligence, there rises a question of how humans and AI can work together more e…

artificial intelligence

15 Second Workday

This morning I generated 40 new product ideas with concepts and ad copy to accompany each.  It took 15 seconds. This is just a small fraction of what…

insights

Measurable Innovation

Each company has their own KPIs that are important to their specific business in place to progress and be successful. Are people at the forefront of i…