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A dedicated AI unit was launched to focus on intelligent and data-driven solutions. This marked a shift toward next-generation technologies. The company expanded into AI-driven product development and automation.
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Project Understanding Summary
Project Name: AI Website
Project Summary:
Technical Requirements:
Define AI Functionality: The core functionality of the AI must be explicitly defined. Is it for content generation, customer support, data analysis, or a combination? A detailed explanation of the AI's intended purpose is paramount.
Data Sources and APIs: The specific data sources the AI will interact with (e.g., databases, APIs, external data feeds) need to be identified. The APIs for accessing these data sources must be specified, including authentication and rate limiting requirements.
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AI Model Selection: The type of AI model (e.g., natural language processing, machine learning, computer vision) suitable for the defined functionality needs to be determined and documented, including the rationale for its selection. Model training data and retraining procedures must be considered.
Data Processing: The nature and volume of data preprocessing and processing required by the AI model. This must include data cleaning, transformation, and feature extraction.
Development Technologies: Specific technologies, frameworks, and programming languages to be used for the AI website development, including AI model deployment tools (e.g., TensorFlow Serving, Docker, Kubernetes).
Data Storage: Specification of the data storage requirements, including the type of database, storage volume, and data retention policies.
Integration Points:
Website Integration: The AI needs to be seamlessly integrated into the website's user interface. Specific integration points must be identified (e.g., chatbots, search bars, content generation modules).
Third-Party Services: All third-party services that need to be integrated with the AI website should be specified, including authentication, data exchange formats, and versioning.
Existing Systems: Integration points with the client's existing systems, if any, should be explicitly described, along with data exchange protocols and security considerations.
Performance Requirements:
Response Time: The maximum acceptable response time for AI interactions (e.g., chatbot responses, content generation) should be defined.
Accuracy: The required accuracy of the AI model should be specified, along with a strategy for measuring and improving accuracy.
Throughput: The expected number of concurrent users and requests per unit of time that the AI website must handle.
Scalability: A plan for handling increasing user traffic and data volumes, including strategies for horizontal scaling and load balancing.
User Authentication
Implement user registration, login process, role management, and account management functionalities.
4 User Stories:
- As a new user, I want to sign up for an account so that I can access the platform.
- As a user, I want to log in securely so that my session is protected.
- As an admin, I want to manage user roles so that permissions are correctly assigned.
117 Hr
$ 4,000
Dashboard & Analytics
Build a dashboard with key metrics, charts, and filters for different user roles.
4 User Stories:
- As a user, I want to see my activity summary on the dashboard.
- As an admin, I want to view analytics across all users and content.
80 Hr
$ 2,800
AI Chat / Assistant
Integrate an AI-powered chat or assistant for answering queries and guiding users.
4 User Stories:
- As a user, I want to ask questions and get relevant answers from the AI.
- As a user, I want chat history to be saved for my account.
95 Hr
$ 3,200
Content Management
Allow admins to create, edit, and publish content with versioning and workflows.
4 User Stories:
- As an admin, I want to create and edit pages and posts.
- As an admin, I want to schedule publishing and review drafts.
72 Hr
$ 2,500
Notifications & Email
Implement in-app and email notifications for important events and updates.
4 User Stories:
- As a user, I want to receive email confirmations for signup and password reset.
- As a user, I want to see in-app notifications for new messages or updates.
48 Hr
$ 1,600
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