What is GeoAI: Opportunities & Limitations
Beyond GIS20 Kesä 2023

What is GeoAI: Opportunities & Limitations

In this episode, Kurt chats to Orbica’s own AI Data Specialist Sagar Soni about the opportunities and limitations of GeoAI. Topics include:

  • The transformational potential of GeoAI in disaster management and spatial data analysis, achieved through the fusion of geospatial technology and AI.
  • How the accuracy of AI models hinges significantly on the quality of training data, and how it can benefit from human involvement and expertise.
  • The importance of ground validation in mitigating potential biases inherent in AI models due to their training datasets.
  • The superior value of temporal trends in GeoAI models compared to pixel-perfect accuracy for extracting meaningful insights over time.
  • Strategies for enhancing output quality, such as integrating AI into specialised databases, using cloud post-processing techniques, and exploiting unique features of vector datasets, even with minimal training data.

And more! Enjoy the show! To learn more about what Geospatial can do for your business, visit our website ⁠⁠www.orbica.com⁠⁠ Feel free to reach out via the website, or connect with ⁠Kurt or Sagar on LinkedIn⁠.

Jaksot(24)

4 Technology Blind Spots That Impact Reliable Decision Making

4 Technology Blind Spots That Impact Reliable Decision Making

Many organisations suffer technology blindspots that impact reliable decision making. Because the wrong systems and processes can leave you exposed to gaps in knowledge, rework and confusion, and eve...

14 Maalis 202321min

Risk Management Through Data Clarity

Risk Management Through Data Clarity

Beyond GIS brings you the first round table discussion with Kurt Janssen, Kurt Joy and Santosh Seshadri from Orbica. They delve into topics like the critical role of risk management, particularly in t...

28 Helmi 202356min

Who Cares About Big Data? We Need Big Decisions!

Who Cares About Big Data? We Need Big Decisions!

Big data exists, but it'd not a badge of honour! What matters is what you're doing with your big data. Whether you're using it to drive business decisions and move the needle in your organisation. Be...

14 Helmi 202322min

Abolish These 5 Business Risks with Cloud Transformation

Abolish These 5 Business Risks with Cloud Transformation

Tech silos and poor visibility on IT are core elements of risk in any organisation. Poor internal collaboration can jeopardise your ability to deliver on your organisation's strategic initiatives and ...

31 Tammi 202314min

Are you Being Held to Ransom by Geospatial Silos?

Are you Being Held to Ransom by Geospatial Silos?

Is your organisation held to ransom by geospatial silos? If so, it could be having a detrimental impact on your organisation. In this episode, Kurt discusses what causes geospatial silos within an or...

17 Tammi 202311min

The state of Geospatial in 2023 with Santosh Seshadri

The state of Geospatial in 2023 with Santosh Seshadri

Leveraging geospatial data is the key to unlocking real business value, yet most organisations aren't making the most of their data assets. Because the typical GIS stack hasn't kept pace with our mode...

3 Tammi 202348min

How to Drive Value from Mega Data

How to Drive Value from Mega Data

Data is the lifeblood of most organisations, but many aren't leveraging their data to its full potential. Especially not in the age of mega data, where we're stockpiling data at an unprecedented rate....

20 Joulu 202217min

More Than GIS: What is Digital Geography?

More Than GIS: What is Digital Geography?

In this episode, Kurt breaks down the evolution from GIS to Geospatial, to Digital Geography, and explains how everything in our lives is impacted by Digital Geography, whether we realise it or not. ...

6 Joulu 202222min