---
# System prepended metadata

title: 'Research and Development: Redhat AI'

---

In consideration for the payment of the Fees by Client, Weave agrees to provide the Services as specified in, and in accordance with, the provisions set out in the Statement of Work (“SOW”) and the [Standard Terms & Conditions](https://hackmd.io/68KyEwSeQb-wnhUlLpxlCw) (together “Agreement”).

# Research and Development: Redhat AI

This Research and Development is for the purpose of understanding project requirements, extensive revisions, or other delays outside of dOrg's control. Weave and Redhat AI may revise the R&D by mutual consent with the Weave team.

## Objective

Research & development for Redhat AI.

## Requirements

- **Software Architecture**
  - Develop a scalable architecture to manage and process securities law data across different jurisdictions.
  - Define User Stories to cover all functionalities of the platform.
  - Establish Milestones and create detailed Technical Specifications for each phase of the project.

- **Frontend**
  - Design and implement a simple, intuitive user interface for users to easily navigate and interact with the system.
  - Ensure the frontend is responsive and accessible on various devices and platforms.

- **Backend**
  - Develop robust APIs to facilitate the retrieval, integration, and management of data from multiple sources.
  - Implement middleware for authentication, data validation, and routing.

- **Testing**
  - Execute comprehensive testing strategies, including unit, integration, and user acceptance tests for all components.
  - Ensure rigorous testing of API endpoints for stability and performance.

- **Database and LLM**
  - Design databases to effectively store and retrieve jurisdiction-specific law and form data with high availability and consistency.
  - Optimize database queries and schemas to support efficient data processing and retrieval.

- **Large Language Model (LLM)**
  - Integrate an advanced Legal Language Model to assist in the automated analysis and summarization of complex legal documents.
  - Train and refine the LLM to ensure high accuracy and relevance in outputs.

## Scope of Work

- **Software Architecture** - Develop a comprehensive architecture for handling multi-jurisdictional data concerning securities law.
  - Create User Stories for each component
  - Layout Milestones & Technical Specifications

- **Frontend** - Develop a basic user interface for interacting with the system.

- **Backend** - API Development for integrating various data streams and processing.
  
- **Testing** - Comprehensive testing of all systems, including backend API endpoints and frontend UI.

- **Database and LLM** - Design and implement databases to store law data and form information.

## Milestones

0 - **System Design and Architecture**
  - Create User Stories tailored to multi-jurisdictional data handling
  - Develop a comprehensive architecture plan and technical specifications

1 - **Database Setup and Initial Data Collection**
  - Set up databases for storing law and form data
  - Implement initial data collection systems

2 - **API Development and Backend Setup**
  - Develop APIs for data retrieval and integration
  - Set up backend systems for data processing and storage

3 - **Frontend Development and Integration**
  - Develop the initial user interface for system interaction
  - Integrate frontend with backend APIs

4 - **Testing and Refinement**
  - Conduct thorough testing of all systems
  - Refine systems based on test results and feedback

## User Stories

- **Persona/Agent #1**
  - As a legal advisor, I want to easily retrieve and comprehend securities law from multiple jurisdictions to ensure compliance.

- **Persona/Agent #2**
  - As a company representative, I need to quickly find and fill out the correct forms for incorporation in various jurisdictions.

- **Persona/Agent #3**
  - As an API developer, I want to create reliable and secure APIs that allow for seamless integration of our system with external client systems.

## Milestone Descriptions

**Milestone #1: Design and Architecture**
- Establish a solid foundation for the project by setting up a detailed plan and architecture.

**Milestone #2: Database Setup and Initial Data Collection**
- Create the databases needed for storing all law and form data.
- Implement systems to initially populate these databases.

**Milestone #3: API Development and Backend Setup**
- Develop and test APIs that will handle data retrieval and integration.
- Set up the backend infrastructure to support data processing and storage.

**Milestone #4: Testing and Refinement**
- Conduct comprehensive tests to ensure all parts of the system work as intended.
- Refine and improve systems based on the outcomes of these tests.

## Quote

The following is an estimate based on the Scope of Work as currently stated and can change if either are revised.

**Term**: April 1st - December 31st, 2024

| Start Date | Milestone | Development | Cost |
|------------|-----------|-------------|------|
| April 1st  | 0         | XX hr prep-work | $X,XXX | **Planned**
| June 1st   | 1         | XX hr | $XX,XXX | **Planned**
| August 1st | 2         | XX hr | $XX,XXX | **Planned**
| October 1st| 3         | XX hr | $XX,XXX | **Planned**
| December 1st| 4        | XX hr | $XX,XXX | **Planned**

**Total Retainer**: $XX,XXX