GeoAI Solutions

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Want to Explore the Process? Let's dive in!
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It Started with a Problem

The scope encompasses the development and implementation of advanced technologies, including Geographic Information Systems (GIS) and Artificial Intelligence (AI), to enhance the planning and execution of escape routes. It involves real-time data analysis, indoor tracking, and mapping to navigate complex indoor spaces effectively. This includes:

  • GIS Systems: Mapping fire incidents in real-time to aid tactical planning.
  • AI: Analyzing extensive data sets for predicting fire behaviors and recommending strategic responses.
  • Indoor Tracking: Providing accurate locations of firefighters within structures to improve command and control during emergencies. This domain merges emergency response tactics with cutting-edge technology, aiming to enhance situational awareness and response efficiency.

The Power of Early Research

As I delved into the project, I turned to secondary research to build a strong foundation. Exploring industry reports, academic studies, and market trends, I uncovered key insights that shaped our approach, ensuring our solution was both user-centered and strategically aligned with business goals.
Primary Research - Uncovering Hidden Needs
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I dive into gathering direct insights from users through methods like semi-structured interviews. During these sessions, I ask open-ended questions to understand their experiences, pain points, and expectations, allowing me to gather rich, qualitative data that informs the design process.
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Key Issues Identified - Mapping User Pain

From Insights to Personas: A User-Centered Approach

It All Started with a Question, Then the Ideas Rolled In

Project Goals

We started the project by setting some goals that we wanted to achieve. As we moved through different stages of the project, we were able to narrow down our goals and keep them more focused. 

  • Implementing GIS Systems aims to provide a technological backbone for strategic planning and escape routine planning, ensuring that firefighting teams have the necessary information to make informed decisions quickly.
  • Utilizing AI focuses on harnessing predictive analytics to forecast fire spread and identify the most effective response strategies, potentially saving time and lives.
  • Enhancing Indoor Tracking and Improving Escape Route Planning are about ensuring firefighter safety by providing accurate, real-time information on their location and the best paths to safety.
  • Integrating Real-Time Data encapsulates the goal of creating a cohesive operational picture that combines various data streams to support quick, informed decision-making during firefighting operations.

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Scenes of Interaction: Storyboarding the User Flow

Wireframe Iterations Unfolded

The Final Step: A Solution in Action

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Pratyusha Kangutkar
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