Tuktuk Ai Team System Requirements Document

Introduction

The Tuktuk Ai Team project aims to develop a specialized multi-agent AI platform tailored for the automotive sector, specifically targeting the Pune location. This platform will be coordinated by a Chief Operating Agent, with strategic oversight provided by the CEO. The platform will include an agent dedicated to data retention and production readiness.

System Overview

The Tuktuk Ai Team platform is designed to enhance operational efficiency and decision-making within the automotive sector. It will leverage specialized AI agents to manage various departmental functions, ensuring seamless coordination and strategic alignment with the company's goals.

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Functional Requirements as Story Points

• As a CEO, I should be able to set the strategy and approve major decisions for the platform.
• As a Chief Operating Agent, I should be able to coordinate specialized AI agents across departments.
• As a Departmental AI Agent, I should be able to perform specialized tasks relevant to my department.
• As a Data Retention Agent, I should be able to remember and save all data for future reference.
• As a Production Readiness Agent, I should be able to ensure the platform is ready for deployment in the automotive sector.
• As a CTO, I should be able to oversee the technical strategy and ensure the platform's technological alignment with business goals.
• As a Developer, I should be able to implement and maintain the platform's features and functionalities.
• As a Finance Agent, I should be able to manage financial operations and ensure budgetary compliance.
• As a User, I should be able to access AI-driven insights specific to the Pune location.

User Personas

• CEO: Responsible for setting strategy, approving major decisions, and monitoring business performance.
• CTO: Oversees technical strategy and ensures technological alignment with business goals.
• Chief Operating Agent: Coordinates the activities of specialized AI agents across departments.
• Departmental AI Agent: Performs specific tasks within a department.
• Data Retention Agent: Manages data storage and retrieval.
• Production Readiness Agent: Ensures the platform is ready for deployment.
• Developer: Implements and maintains the platform's features and functionalities.
• Finance Agent: Manages financial operations and ensures budgetary compliance.

Core User Flows

• CEO sets strategy -> Chief Operating Agent coordinates AI agents -> Departmental AI Agents execute tasks -> Data Retention Agent stores data -> Production Readiness Agent prepares platform for deployment.
• User accesses platform -> receives AI-driven insights -> applies insights to automotive operations in Pune.

Visuals Colors and Theme

• primary: #1E3A8A (Deep Indigo)
• primary_light: #3B82F6 (Light Blue)
• secondary: #F59E0B (Amber)
• accent: #EF4444 (Red)
• highlight: #F97316 (Orange)
• bg: #F3F4F6 (Light Gray)
• surface: rgba(255, 255, 255, 0.8)
• text: #111827 (Dark Gray)
• text_muted: #6B7280 (Muted Gray)
• border: rgba(209, 213, 219, 0.2)

Signature Design Concept

Interactive Automotive Dashboard

The homepage will feature an interactive automotive dashboard that users can engage with. The dashboard will simulate a car's control panel, where users can click on different components (e.g., speedometer, fuel gauge) to see how AI agents optimize each function. The dashboard will animate in real-time, showing data flow and decision-making processes.

• Libraries: motion/react for animations, gsap for timeline control.
• Landing Hero Motion Brief: The dashboard will animate as data inputs (e.g., fuel levels, speed) change, showing how AI agents adjust operations for optimal performance. The animation will loop every 10 seconds, with interactive elements allowing users to explore different scenarios.

Interaction Model & Motion Direction

• Intended Interaction Model: Animated
• The landing page will feature moderate scroll-triggered reveals and hover transitions to enhance user engagement.
• Each section will have a distinctive core mechanic, such as kinetic typography or scroll-linked reveals.

Non-Functional Requirements

• The platform must ensure data security and privacy.
• The system should be scalable to accommodate future growth.
• The platform must be reliable, with minimal downtime.

Tech Stack

• Frontend: React for Web
• Backend: Python, FastAPI
• Database: MySQL or MariaDB
• AI Models: GPT 5.4 for user-friendly responses
• AI Tools: Litellm for LLM Routing, Langchain
• Local Orchestration: Docker, docker-compose
• Server-side Orchestration: Kubernetes

Assumptions and Constraints

• The platform will be deployed in the Pune location.
• The focus is on the automotive sector.
• The system must integrate seamlessly with existing automotive technologies.

Glossary

• AI Agent: A software entity that performs tasks autonomously.
• Chief Operating Agent: The AI agent responsible for coordinating other agents.
• Data Retention Agent: The AI agent responsible for storing and managing data.
• Production Readiness Agent: The AI agent responsible for ensuring the platform is ready for deployment.