SageCompass: An Augmented AI Decision Framework

SageCompass serves as a comprehensive augmented decision-making system designed to evaluate the necessity of artificial intelligence (AI) for business ideas before significant resources are invested in development. This framework acts as a virtual consultant that applies consistent logic across various AI concepts, providing quantifiable insights that inform stakeholders about the viability of their projects.

Purpose and Functionality

SageCompass employs a structured approach to decision-making through four key stages:

1. Problem Framing & Information Gathering
   Engages in a thorough analysis to clarify the specific problem that needs solving.

2. Goals & KPIs
   Translates identified problems into measurable goals and key performance indicators (KPIs).

3. Feasibility Assessment
   Evaluates the availability of necessary data to determine if the proposed AI solution is actionable.

4. Decision Synthesis
   Enables informed decision-making by synthesizing the gathered information and presenting a clear conclusion regarding the project's feasibility.

Key Agents in the Process

SageCompass incorporates various roles that facilitate the decision-making process:

Project Structure

The repository is organized into several key directories and includes multiple components:

.
├── docs/                     # Documentation assets
│   ├── mermaids/             # Mermaid exports/diagrams
│   └── assets/               # Images, htmls
├── drupal/                   # Drupal site root/
│   ├── .ddev/                # DDEV orchestration
│   └── README.md             
├── gradio-ui/                # Runnable Gradio UI surface (uv-managed)
│   └── README.md             
├── langgraph/                # Runnable LangGraph backend (uv-managed)
│   └── README.md             
├── AGENTS.md                 # Top level AGENTS directives (Codex mirror)
├── CLAUDE.md                 # Top level CLAUDE directives
├── CHANGELOG.md              # Required changelog (update under [Unreleased])
├── README.md                 # This file
└── LICENSE                   # MIT

Value Proposition

By utilizing SageCompass, businesses can reduce the risk of investing in AI projects that are unlikely to yield favorable outcomes. The structured evaluation process through clearly defined stages serves to align organizational goals with tangible metrics, thus enhancing decision-making capabilities. This framework is particularly beneficial for teams looking to streamline their AI initiative assessments and improve strategic planning.