System Requirements Document for executive-ai-platform

Introduction

This document outlines the system requirements for the Executive AI Platform, an AI-powered solution designed to manage company/entity information, analyze documents and financial data, conduct research, and automatically produce high-quality executive reports and presentations.

System Overview

The Executive AI Platform is intended to create a persistent intelligence environment for each entity, allowing users to configure an entity once and repeatedly use that information for analysis and report generation. The platform integrates entity management, document understanding, financial analysis, research, and executive insight generation into a cohesive workflow.

Product Interpretation and Delivery Boundary

The platform is designed to be deployed in a secure, controlled cloud environment, ensuring data security and privacy with encryption in transit and at rest. It supports large data volumes and concurrent users, with a model-agnostic AI layer that allows for model selection without requiring platform rebuilds. The platform's visual direction is professional and neutral, suitable for executive presentations, with a responsive design that includes smooth transitions and animations.

Page Content and Component Coverage

Landing

• Purpose: Provide an anonymous first impression explaining the Executive AI Platform, its business-professional users, and its entity intelligence, analysis, research, and executive-output capabilities.
• Components:
  • Overview of platform capabilities
  • Introduction to user personas (Business Analyst, Administrator)
  • Call-to-action for login or more information

Login

• Purpose: Allow returning users to verify identity for accessing protected entity, analysis, generation, and administration state.
• Components:
  • Username and password fields
  • Password recovery option
  • Authentication feedback

Dashboard

• Purpose: Serve as a protected continuation hub for selecting an entity and entering recurring analysis, research, insight, generation, and administration work.
• Components:
  • Entity selection
  • Quick access to recent activities
  • Notifications and alerts

Entities

• Purpose: Manage creation, selection, management, and configuration of persistent business entity workspaces.
• Components:
  • Entity creation form
  • Entity list and search
  • Entity configuration options

Materials

• Purpose: Manage upload and management of entity documents, presentation assets, templates, branding, and other reusable business materials.
• Components:
  • Upload interface with drag-and-drop
  • File status and categorization
  • Asset preview and management

Knowledge

• Purpose: Provide revisitable retrieval of processed document metadata and indexed content for entity work.
• Components:
  • Document metadata search
  • Indexed content access
  • Knowledge base management

AI Models

• Purpose: Provide model selection for task-specific AI analysis and generation without platform rebuilds.
• Components:
  • Model selection interface
  • Task-specific model recommendations
  • Model configuration options

Document Analysis

• Purpose: Own AI processing of business documents to extract information and insights.
• Components:
  • Document processing status
  • Extracted insights display
  • Analysis configuration

Financial Analysis

• Purpose: Own financial analysis, KPI calculation, and peer and industry benchmark comparison.
• Components:
  • Financial data input
  • KPI calculation results
  • Benchmark comparison tools

Research

• Purpose: Own external-source research and summarization for incorporation into executive work.
• Components:
  • Research query input
  • External source integration
  • Research summary display

Insights

• Purpose: Own generation of executive insights and storylines from entity knowledge and analytical inputs.
• Components:
  • Insight generation tools
  • Storyline development interface
  • Insight review and approval

Reports

• Purpose: Own generation of executive reports and presentations with entity-specific templates and branding, including approved-output download.
• Components:
  • Report generation wizard
  • Template selection
  • Downloadable output

Review

• Purpose: Own review, feedback, and regeneration of selected generated report or presentation sections.
• Components:
  • Content review interface
  • Feedback submission
  • Regeneration options

Versions

• Purpose: Own output version history, reverting, and approval and locking of official final versions.
• Components:
  • Version history display
  • Revert to previous version
  • Final version approval

Tasks

• Purpose: Own optional integrated email and task management when that functionality is enabled.
• Components:
  • Task creation and management
  • Email integration (optional)
  • Task status tracking

Administration

• Purpose: Own administrator management of user accounts, entity access, and permissions.
• Components:
  • User account management
  • Entity access control
  • Permission configuration

Functional Requirements

Entity Management

• As a Business Analyst, I should be able to create and manage entities to maintain a persistent workspace for each business context. (explicit)
• As a Business Analyst, I should be able to upload and configure entity-specific documents, templates, and branding for reuse. (explicit)

Document and Knowledge Management

• As a Business Analyst, I should be able to upload various business documents and presentation assets for processing and indexing. (explicit)
• As a Business Analyst, I should be able to retrieve efficiently indexed metadata from uploaded documents. (explicit)

AI-Powered Document Understanding

• As a Business Analyst, I should be able to use AI to understand and process documents to extract relevant information and insights. (explicit)
• As a Business Analyst, I should be able to select different AI models for various tasks. (explicit)

Financial and Banking Analysis

• As a Business Analyst, I should be able to analyze financial information and calculate KPIs to gain insights into financial performance. (explicit)
• As a Business Analyst, I should be able to compare financial data with peers and industry benchmarks. (explicit)

Research

• As a Business Analyst, I should be able to conduct research using external sources to supplement internal knowledge. (explicit)
• As a Business Analyst, I should be able to summarize and present research findings for easy incorporation into reports and presentations. (explicit)

Executive Insight Generation

• As a Business Analyst, I should be able to generate executive insights and storylines for compelling narratives in reports and presentations. (explicit)

Report and Presentation Generation

• As a Business Analyst, I should be able to generate executive reports and presentations using AI for high-quality outputs. (explicit)
• As a Business Analyst, I should be able to use entity-specific templates and branding for presentations. (explicit)

Review and Feedback

• As a Business Analyst, I should be able to review generated content and provide feedback to ensure accuracy and relevance. (explicit)
• As a Business Analyst, I should be able to regenerate selected sections of reports or presentations based on feedback. (explicit)

Version Management

• As a Business Analyst, I should be able to maintain versions of generated outputs to track changes and revert if necessary. (explicit)
• As a Business Analyst, I should be able to approve a final version of a report or presentation to lock it as the official output. (explicit)

Security and Access Management

• As a user, I should have secure access to the platform with authentication and authorization controls. (explicit)

Optional Email & Tasks Functionality

• As a Business Analyst, I should have the option to manage emails and tasks within the platform for integrated communication and task management. (explicit)

Major Architecture Layers

• As a user, I want the platform to be built with a shared infrastructure across major architecture layers for cohesive operation. (explicit)

User Personas

• Business Analyst: Uses the platform to manage entity context, upload and reuse business materials, analyze financial data, conduct research, generate executive insights, reports, and presentations, and review, revise, version, and approve outputs.
• Administrator: Manages user accounts, entities, and access permissions within the platform.

Core User Flows

Entity Creation and Configuration

1. Business Analyst logs into the platform.
2. Selects "Create Entity."
3. Enters entity information and uploads relevant documents and branding assets.
4. System processes and indexes the uploaded materials.
5. Configures additional settings as needed.

Report and Presentation Generation

1. Business Analyst selects an entity and objective (e.g., financial analysis, report generation).
2. System identifies relevant documents and data.
3. AI processes the information and generates insights.
4. Business Analyst reviews the generated report or presentation.
5. Provides feedback and requests changes if necessary.
6. System regenerates content based on feedback.
7. Business Analyst approves the final version and downloads the output.

Visuals Colors and Theme

• Muse: Jony Ive
• Palette: Light mode with background #F5F5F5, surface #FFFFFF, text #333333, primary #B0B0B0, accent #FF9500, muted #D8D8D8.
• Typography: Headings in Inter Tight — Light weights, very large scale, tight tracking; body in Georama; scale 1.414 modular, 60/42/28/20/16.
• Shape Language: Soft continuous-curve radii, wide margins, single-column focus.
• Layout: Generous whitespace, single-column layouts, product-first hero.
• Motion: Slow, physical easing; reveal-on-scroll of one subject.
• Imagery: Studio-lit renders and macro details on plain grounds.
• Hero Direction: A product-first hero on a light background with a single perfectly lit render of the AI's interface, surrounded by generous whitespace and subtle accents.

Signature Design Concept

The platform should have a clean, intuitive interface that emphasizes ease of use and accessibility for business professionals. A full-page hero with a single high-fidelity interface render, large, light-weight headlines with tight tracking spanning across sections, and subtle accent color used sparingly for key interactions are signature moves.

Interaction Model & Motion Direction

• Interaction Model: Static
• Motion Tempo: Restrained
• Hero Dimensionality: Layered 2D
• Landing Hero Motion Brief: A composed hero with a single high-fidelity interface render, using slow, physical easing and reveal-on-scroll of one subject.

Non-Functional Requirements

• The platform must ensure data security and privacy, with encryption for data in transit and at rest.
• The system should be scalable to handle large volumes of data and concurrent users.

Tech Stack

• Frontend: React/Next.js or equivalent enterprise-grade frontend technology.
• Backend: A robust API layer for authentication, data processing, and AI orchestration.
• AI Layer: Model-agnostic architecture supporting multiple AI models.
• Data Layer: Secure storage for user data, documents, and metadata.
• File/Object Storage: Separate storage for large files with metadata references.

Assumptions and Constraints

• The platform will be deployed in a secure, controlled cloud environment.
• The AI layer must support model selection without requiring platform rebuilds.

Glossary

• Entity: A business context or profile within the platform.
• KPI: Key Performance Indicator, a measurable value that demonstrates how effectively a company is achieving key business objectives.
• LLM: Large Language Model, an AI model used for understanding and generating human language.