Merge pull request #23 from aryan-patel-404/pilot

Adding Future Enhancement

Author: yagaC64

docs/research/Future_Enhancement.md

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+# Pull Request Description — Future Enhancements Backlog from PR #14
+
+## Overview
+
+This pull request extracts noncritical enhancement ideas and future recommendations from PR #14 and organizes them into a structured backlog document. The objective is to improve scope control by separating core capstone deliverables from larger future enhancements and experimental ideas.
+
+## Purpose
+
+PR #14 included several valuable discussions and enhancement proposals that extended beyond the immediate project scope. Keeping these ideas embedded within the implementation PR increased complexity and made prioritization difficult.
+
+This PR introduces a dedicated future-work backlog document that:
+
+- Preserves important future ideas
+- Keeps the current capstone focused and manageable
+- Improves project organization and maintainability
+- Provides a clearer roadmap for future contributors
+
+## Backlog Categories
+
+### 1. Keep for Current Capstone
+
+Features and improvements that align directly with current deliverables and can realistically be completed within the capstone timeline.
+
+### 2. Future Capstone
+
+Enhancements identified as high-value future directions requiring additional research, infrastructure, or data integration. Examples include:
+
+- **Terrain layer analysis integration** for improved geospatial and flood-risk modeling
+- **Earthquake and seismic activity data integration**
+- **Expanded LLM integration** to support a more advanced AI-powered chatbot and contextual risk explanations
+- **Additional hazard-layer enrichment** and predictive modeling improvements
+
+### 3. Nice-to-Have Only
+
+Optional features intended primarily for visualization, explainability, or user experience improvements, including:
+
+- A secondary granularity layer showing individual sensor contributions to the final risk score
+- Additional dashboard customization and interactive filtering
+- Advanced visualization enhancements and exploratory analytics features
+
+## Benefits
+
+- ✓ Improves scope management and project focus
+- ✓ Reduces implementation complexity in large PRs
+- ✓ Preserves future development ideas in a structured format
+- ✓ Provides clearer prioritization for contributors and reviewers
+- ✓ Creates a roadmap for future iterations of the project
+
+## Deliverable
+
+Added a concise backlog/future-enhancements note documenting deferred ideas and categorizing them by implementation priority, scope relevance, and future research potential.