Designing a Scenario Simulator for Emission Reduction
Simplifying complex environmental data into an intuitive tool that helps organizations model and compare emission reduction strategies through scenario-based simulations.
Role
UX/UI Designer
Industry
Environment and Sustainability
Duration
3 months

What is a Scenario Simulator?
Scenario simulators allow organizations to explore different strategies for reducing emissions and understand their long-term impact. However, most tools today are difficult to use, making it hard for teams to quickly compare options and make informed decisions.
What is Climaro?
Climaro is designed for professionals involved in environmental planning, strategy, and decision-making within large organizations. These users rely on scenario simulations to explore different pathways, understand their impact, and make informed choices toward emission reduction goals.
How does Climaro work?
Climaro lets teams explore how different strategies might affect their emissions by adjusting future production levels and expected activities. They can apply various emission reduction measures and immediately see how those choices influence energy use and greenhouse gas output.
Results are shown at both the overall company level and based on their share in joint operations, making it easier to understand the potential impact of each scenario over time.
Design Objective
The goal was to design a system that’s easy to use and interpret, making it simple for users to explore different strategies without getting confused or making mistakes.
My Role
I worked on this project as the product designer, in collaboration with developers and researchers. My responsibilities included designing the core simulation interface, contributing to the design system, defining the information architecture, and creating wireframes and high-fidelity visuals. I also helped shape how the product communicates complex outputs in a way that’s easy to understand and act on.
Approach & Limitations
As the product was still in early development, direct access to end users was not possible. To move forward, we relied on desk research, existing domain knowledge, and internal collaboration to define user needs.
Understanding the climate impact assessment space was a challenge in itself, as navigating a complex industry filled with technical terms, domain-specific workflows, and evolving practices required deep research and careful interpretation.
Laying the Groundwork
The process began by reviewing internal materials and notes from the company’s research and engineering teams. This helped identify the most commonly asked questions during sustainability planning discussions, such as:
What will our emissions look like if we continue with this plan?
How does a specific activity like drilling or water injection impact our net zero goals?
What if we adjust this variable and will it help us reach targets sooner?
Which operations or assets contribute most to our emissions?
These questions served as anchors for understanding the decisions users need to make, bringing clarity to what the system should enable and communicate. Detailed inputs were also provided, including key variables, influencing factors, and preferred ways of visualizing forecasts. These standards, shaped by prior research and modeling efforts within the company, offered a clear foundation to build on.
Core Simulation Flow
To enable users to explore the impact of operational and mitigation strategies on emissions, we designed a streamlined simulation flow:
Setting Up Activities and Measures
We began by defining Activities and Mitigation Measures, the core elements that shape a scenario. Activities capture operational processes that produce emissions, such as drilling or water injection, and are linked to specific assets, timelines, and quantified impacts. Mitigation Measures outline targeted actions such as technology upgrades or efficiency improvements, applied to activities to reduce their output. Configuring these provided the foundation for the simulator’s projections, enabling users to see how different combinations influence emissions over time.


Final Touch - Setting Up Scenario Simulator
After setting up Activities and Mitigation Measures, we focused on enabling quick adjustments to these inputs during scenario exploration. The intent was to make it easy to test multiple combinations without breaking the flow of analysis. We designed the system to process changes instantly, so each adjustment immediately produced an updated forecast. This real-time feedback helped maintain an exploratory mindset, allowing users to understand the impact of their choices and compare scenarios without losing context.
We prioritised highlighting the most relevant statistics so they were immediately visible to decision-makers. The presentation followed familiar dashboard conventions, ensuring the layout felt intuitive and aligned with what users were already accustomed to. Because the key elements had been defined earlier in the process, integrating them into a coherent, real-time view was seamless.
Reflection
These seemingly small features can have a significant impact on companies, the environment, and the economy. It was rewarding to see how a simple solution can support decision-making in such a complex process, making it seamless, less confusing, and more accessible to those who need it.
I would have liked to gather direct user feedback to understand how they perceive it, but my journey with this project ended here. I am grateful to have contributed to something with such meaningful potential.
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Copyright 2025 by Anusha Shetty
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Copyright 2025 by Anusha Shetty
Designing a Scenario Simulator for Emission Reduction
Simplifying complex environmental data into an intuitive tool that helps organizations model and compare emission reduction strategies through scenario-based simulations.
Role
UX/UI Designer
Industry
Environment and Sustainability
Duration
3 months



What is a Scenario Simulator?
Scenario simulators allow organizations to explore different strategies for reducing emissions and understand their long-term impact. However, most tools today are difficult to use, making it hard for teams to quickly compare options and make informed decisions.
What is Climaro?
Climaro is designed for professionals involved in environmental planning, strategy, and decision-making within large organizations. These users rely on scenario simulations to explore different pathways, understand their impact, and make informed choices toward emission reduction goals.
How does Climaro work?
Climaro lets teams explore how different strategies might affect their emissions by adjusting future production levels and expected activities. They can apply various emission reduction measures and immediately see how those choices influence energy use and greenhouse gas output.
Results are shown at both the overall company level and based on their share in joint operations, making it easier to understand the potential impact of each scenario over time.
Design Objective
The goal was to design a system that’s easy to use and interpret, making it simple for users to explore different strategies without getting confused or making mistakes.
My Role
I worked on this project as the product designer, in collaboration with developers and researchers. My responsibilities included designing the core simulation interface, contributing to the design system, defining the information architecture, and creating wireframes and high-fidelity visuals. I also helped shape how the product communicates complex outputs in a way that’s easy to understand and act on.
Approach & Limitations
As the product was still in early development, direct access to end users was not possible. To move forward, we relied on desk research, existing domain knowledge, and internal collaboration to define user needs.
Understanding the climate impact assessment space was a challenge in itself, as navigating a complex industry filled with technical terms, domain-specific workflows, and evolving practices required deep research and careful interpretation.
Laying the Groundwork
The process began by reviewing internal materials and notes from the company’s research and engineering teams. This helped identify the most commonly asked questions during sustainability planning discussions, such as:
What will our emissions look like if we continue with this plan?
How does a specific activity like drilling or water injection impact our net zero goals?
What if we adjust this variable and will it help us reach targets sooner?
Which operations or assets contribute most to our emissions?
These questions served as anchors for understanding the decisions users need to make, bringing clarity to what the system should enable and communicate. Detailed inputs were also provided, including key variables, influencing factors, and preferred ways of visualizing forecasts. These standards, shaped by prior research and modeling efforts within the company, offered a clear foundation to build on.
Core Simulation Flow
To enable users to explore the impact of operational and mitigation strategies on emissions, we designed a streamlined simulation flow:
Setting Up Activities and Measures
We began by defining Activities and Mitigation Measures, the core elements that shape a scenario. Activities capture operational processes that produce emissions, such as drilling or water injection, and are linked to specific assets, timelines, and quantified impacts. Mitigation Measures outline targeted actions such as technology upgrades or efficiency improvements, applied to activities to reduce their output. Configuring these provided the foundation for the simulator’s projections, enabling users to see how different combinations influence emissions over time.






Final Touch - Setting Up Scenario Simulator
After setting up Activities and Mitigation Measures, we focused on enabling quick adjustments to these inputs during scenario exploration. The intent was to make it easy to test multiple combinations without breaking the flow of analysis. We designed the system to process changes instantly, so each adjustment immediately produced an updated forecast. This real-time feedback helped maintain an exploratory mindset, allowing users to understand the impact of their choices and compare scenarios without losing context.
We prioritised highlighting the most relevant statistics so they were immediately visible to decision-makers. The presentation followed familiar dashboard conventions, ensuring the layout felt intuitive and aligned with what users were already accustomed to. Because the key elements had been defined earlier in the process, integrating them into a coherent, real-time view was seamless.
Reflection
These seemingly small features can have a significant impact on companies, the environment, and the economy. It was rewarding to see how a simple solution can support decision-making in such a complex process, making it seamless, less confusing, and more accessible to those who need it.
I would have liked to gather direct user feedback to understand how they perceive it, but my journey with this project ended here. I am grateful to have contributed to something with such meaningful potential.
Reflection
These seemingly small features can have a significant impact on companies, the environment, and the economy. It was rewarding to see how a simple solution can support decision-making in such a complex process, making it seamless, less confusing, and more accessible to those who need it.
I would have liked to gather direct user feedback to understand how they perceive it, but my journey with this project ended here. I am grateful to have contributed to something with such meaningful potential.
Reflection
These seemingly small features can have a significant impact on companies, the environment, and the economy. It was rewarding to see how a simple solution can support decision-making in such a complex process, making it seamless, less confusing, and more accessible to those who need it.
I would have liked to gather direct user feedback to understand how they perceive it, but my journey with this project ended here. I am grateful to have contributed to something with such meaningful potential.