# Introduction and Goals

CalMiner aims to provide a comprehensive platform for mining project scenario analysis, enabling stakeholders to make informed decisions based on data-driven insights.

## Business Goals

- **Optimize Project Planning**: Provide tools that help mining companies plan projects more effectively by analyzing various scenarios and their potential outcomes.
- **Enhance Financial Analysis**: Enable detailed financial assessments of mining projects to support investment decisions.
- **Improve Decision-Making**: Offer data-driven insights that empower stakeholders to make informed choices regarding mining operations.

## Driving Forces

| Driving Force              | Rationale                                                                                                                                          |
| -------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------- |
| Market Demand              | There is a growing need for advanced analytics in the mining industry to optimize operations and reduce costs.                                     |
| Regulatory Compliance      | Mining companies must adhere to strict regulations regarding environmental impact and resource management, necessitating robust analysis tools.    |
| Technological Advancements | Rapid advancements in data analytics and machine learning present opportunities for more sophisticated scenario analysis.                          |
| Stakeholder Collaboration  | Increased collaboration among stakeholders requires a platform that facilitates shared access to data and insights.                                |
| Sustainability Goals       | Increased focus on sustainable practices, driving the need for tools that can assess environmental and social impacts alongside financial metrics. |
| Cost Reduction             | Mining companies are under constant pressure to reduce operational costs, making efficient and effective analysis tools essential.                 |
| Dynamic Market Conditions  | The volatility of commodity prices and market conditions necessitates flexible and adaptive scenario planning capabilities.                        |
| Data Integration           | The ability to integrate diverse data sources, including geological, financial, and operational data, is crucial for comprehensive analysis.       |

## Key Features

- Advanced project planning tools
- Financial analysis and reporting
- Data integration capabilities
- Advanced analytics and machine learning
- User-friendly interface
- Custom reporting options
- Collaboration tools

## Functional Requirements

A detailed list of functional requirements can be found in the [Requirements Document](../requirements/README.md). Key functionalities include project planning tools, financial analysis modules, and data integration capabilities.

## Quality Goals

| Quality Goal                    | Scenario                                                                                                | Priority |
| ------------------------------- | ------------------------------------------------------------------------------------------------------- | -------- |
| Comprehensive Scenario Analysis | Users can create and analyze multiple project scenarios to assess risks and opportunities.              | High     |
| Data-Driven Decision Making     | Stakeholders have access to real-time data and analytics to inform their decisions.                     | High     |
| User-Friendly Interface         | The platform is designed with an intuitive interface that requires minimal training for new users.      | Medium   |
| Security                        | Sensitive data is protected through robust security measures, including encryption and access controls. | Medium   |
| Scalability                     | The system can handle increasing amounts of data and users without performance degradation.             | Low      |
| Maintainability                 | The architecture allows for easy updates and maintenance with minimal downtime.                         | Low      |

## Stakeholders

| Stakeholder          | Role/Interest                                                                                |
| -------------------- | -------------------------------------------------------------------------------------------- |
| Mining Companies     | Primary users interested in optimizing project planning and financial analysis.              |
| Project Managers     | Responsible for overseeing mining projects and ensuring successful execution.                |
| Financial Analysts   | Focused on evaluating the financial viability of mining projects using the platform's tools. |
| Executive Leadership | Interested in high-level insights and strategic decision-making based on scenario analyses.  |
| Investors            | Concerned with the financial performance and risk assessment of mining projects.             |