How might Aurora Solar enhance its energy consumption modeling to better account for electric vehicle charging patterns?

Introduction

Aurora Solar's energy consumption modeling could be significantly enhanced by better accounting for electric vehicle (EV) charging patterns. This improvement is crucial as EVs become increasingly prevalent, impacting residential and commercial energy usage. I'll outline a strategic approach to address this challenge, focusing on user needs, technical considerations, and business impact.

Step 1

Clarifying Questions (5 mins)

• Looking at the product context, I'm thinking Aurora Solar primarily serves solar installers and energy consultants. Could you confirm the main user base and their key use cases for the energy consumption modeling feature?

Why it matters: Determines the focus of our improvement efforts and ensures we're addressing the right user needs. Expected answer: Solar installers and energy consultants use the tool for system design and ROI calculations. Impact on approach: Would tailor improvements to professional users rather than end consumers.

• Considering the evolving EV market, I'm curious about the current capabilities of Aurora Solar's modeling for EV charging. Can you share what data points or assumptions the system currently uses for EV charging patterns?

Why it matters: Helps identify gaps in the current model and areas for improvement. Expected answer: Basic assumptions based on average daily charging needs. Impact on approach: Would focus on incorporating more granular and dynamic EV charging data.

• Given the potential complexity of this feature, I'm wondering about Aurora Solar's data sources and partnerships. Does the company have any existing relationships with EV manufacturers or charging network providers that could be leveraged for this improvement?

Why it matters: Influences the feasibility and approach to obtaining accurate EV charging data. Expected answer: Limited partnerships, primarily relying on publicly available data. Impact on approach: Would explore potential new partnerships or alternative data sources.

• Thinking about the broader market trends, I'm interested in understanding how this improvement aligns with Aurora Solar's strategic goals. Is this part of a larger initiative to expand capabilities or address specific customer feedback?

Why it matters: Ensures the proposed solution aligns with company objectives and customer needs. Expected answer: Responding to customer requests for more accurate modeling of modern energy usage patterns. Impact on approach: Would prioritize solutions that directly address customer pain points and align with strategic goals.