System Requirements Document for hardy-yes

1. Introduction

The hardy-yes project aims to develop a narrow, workflow-specific micro-SaaS product called Importer Finder AI. This product is designed to assist exporters and sourcing professionals by automating the process of identifying and researching potential buyers for specific products and countries. The primary audience includes Indian exporters, manufacturers, sourcing agents, trading companies, and export consultants. The product intends to provide clear business ROI by removing manual work and offering a structured, efficient interface for buyer research and outreach.

2. System Overview

The Importer Finder AI is a SaaS platform that automates the buyer research and outreach process for exporters. It allows users to input product details and target countries, generating a list of potential buyers with relevant contact information and import evidence. The system includes features for verifying buyers, generating AI-assisted outreach messages, and tracking follow-up activities. The product is designed to be a paid service with subscription pricing and potential for additional paid credits for deeper research.

2a. Product Interpretation and Delivery Boundary

The product is delivered as a SaaS platform with application-owned identity management. Users must sign up and log in to access the full suite of features, including buyer research, verification, and outreach tracking. The platform is designed to be self-service, allowing users to independently enroll and manage their research activities. The focus is on providing a clear, structured interface that supports the workflow of exporters and sourcing professionals.

2b. Source Content Inventory

Not applicable as no content source directive was provided.

2c. Page Content and Component Coverage

Landing

• Purpose: Introduce the product and its benefits to potential users.
• Components:
  • Overview of Importer Finder AI features
  • Call-to-action for sign-up
  • Contact information for support

Sign Up

• Purpose: Allow new users to create an account.
• Components:
  • User registration form
  • Terms and conditions acceptance
  • Confirmation email dispatch

Login

• Purpose: Authenticate returning users.
• Components:
  • Username and password fields
  • Password recovery option
  • Login button

Dashboard

• Purpose: Central hub for accessing research and outreach features.
• Components:
  • Summary of ongoing research activities
  • Quick links to research, buyers, verification, and outreach pages
  • Notifications for follow-up actions

Research

• Purpose: Initiate buyer research by entering product details.
• Components:
  • Input fields for product, country, and MOQ
  • Submit button to start research
  • Loading indicator while processing

Buyers

• Purpose: Display generated list of potential buyers.
• Components:
  • List of buyers with contact details and relevance score
  • Filters for sorting and searching buyers
  • Export option for buyer list

Verification

• Purpose: Verify the credibility of potential buyers.
• Components:
  • Verification checklist
  • Status indicators for each buyer
  • Option to mark buyers as verified

Buyer Details

• Purpose: Provide detailed information about a selected buyer.
• Components:
  • Contact information
  • Import evidence and activity history
  • Notes section for user comments

Outreach

• Purpose: Generate and review AI-assisted outreach messages.
• Components:
  • Message template editor
  • Preview of generated message
  • Send button with confirmation prompt

Tracking

• Purpose: Monitor the status of outreach and follow-up activities.
• Components:
  • Timeline of sent messages and responses
  • Follow-up reminders
  • Success metrics dashboard

3. Functional Requirements

1. As an Exporter or sourcing professional, I should be able to input product details and target country to generate a list of potential buyers.

   • Provenance: Explicit
   • Lifecycle Facts: Initiated from the Research page, results displayed on the Buyers page.
   • Observable Acceptance: A list of potential buyers with contact details is generated.

2. As an Exporter or sourcing professional, I should be able to verify potential buyers before outreach.

   • Provenance: Explicit
   • Lifecycle Facts: Initiated from the Buyers page, verification status updated on the Verification page.
   • Observable Acceptance: Buyers marked as verified or not verified.

3. As an Exporter or sourcing professional, I should be able to generate AI-assisted outreach messages for verified buyers.

   • Provenance: Explicit
   • Lifecycle Facts: Initiated from the Outreach page, messages sent to selected buyers.
   • Observable Acceptance: Confirmation of message sent and recorded in the Tracking page.

4. As an Exporter or sourcing professional, I should be able to track the status of my outreach and follow-up activities.

   • Provenance: Explicit
   • Lifecycle Facts: Initiated from the Tracking page, updates displayed in real-time.
   • Observable Acceptance: Timeline and metrics updated with new interactions.

4. User Personas

Exporter or Sourcing Professional

• Product Context: Uses the Importer Finder AI to streamline the process of finding and contacting potential buyers for their products.
• Primary Goal: Efficiently generate a qualified list of potential buyers and execute outreach campaigns.
• Distinct Responsibilities:
  • Inputting product details and target countries
  • Verifying buyer credibility
  • Generating and sending outreach messages
  • Monitoring follow-up activities
• Interactions with Other Participants: Engages with potential buyers through AI-generated messages and tracks their responses.
• Observable Success: A comprehensive list of verified buyers and successful outreach campaigns leading to increased sales.

5. Core User Flows

5.1 Exporter or Sourcing Professional: Initiating Buyer Research

1. Starting Context: User is logged in and on the Dashboard page.
2. Action: User navigates to the Research page.
3. Input: User enters product details, target country, and MOQ.
4. Result: System generates a list of potential buyers.
5. Next Step: User reviews the list on the Buyers page.

5.2 Exporter or Sourcing Professional: Verifying Buyers

1. Starting Context: User is on the Buyers page with a generated list.
2. Action: User selects a buyer to verify.
3. Input: User completes the verification checklist.
4. Result: Buyer is marked as verified or not verified.
5. Next Step: User proceeds to the Outreach page for verified buyers.

5.3 Exporter or Sourcing Professional: Generating Outreach Messages

1. Starting Context: User is on the Outreach page with a verified buyer.
2. Action: User generates an AI-assisted message.
3. Input: User reviews and edits the message template.
4. Result: Message is sent to the buyer.
5. Next Step: User monitors the response on the Tracking page.

5.4 Exporter or Sourcing Professional: Tracking Outreach and Follow-up

1. Starting Context: User is on the Tracking page.
2. Action: User reviews the timeline of sent messages and responses.
3. Input: User sets follow-up reminders if needed.
4. Result: System updates metrics and reminders.
5. Next Step: User continues with further outreach or research activities.

6. Visuals Colors and Theme

• Muse: Dieter Rams
• Palette:
  • Background: #F5F5F5
  • Surface: #FFFFFF
  • Text: #333333
  • Primary: #FF6600
  • Accent: #66CC66
  • Muted: #CCCCCC
• Typography:
  • Headings: IBM Plex Sans — Medium weight, uppercase labels
  • Body: Source Sans Pro
  • Scale: 1.25 modular, 48/32/24/18/14
• Shape Language: Rounded-rectangle controls with modular grid alignment
• Layout: Strict modular grid with aligned label/value pairs and dense ordering
• Motion: Instant, mechanical feedback with state changes; no flourish

7. Signature Design Concept

The public entry page features a full-width diagrammatic hero illustrating the workflow of the Importer Finder AI. The primary orange (#FF6600) is used to highlight key elements, with sparse text overlays providing context. The design emphasizes functional clarity and structured presentation, aligning with the muse of Dieter Rams.

8. Interaction Model & Motion Direction

• Interaction Model: Static
• Motion Tempo: Restrained
• Hero Dimensionality: Flat
• Landing Hero Motion Brief: A single, precise diagrammatic line art covering the viewport, with the primary orange used to highlight key elements. Sparse text overlays provide context. The motion is minimal, focusing on immediate feedback and state changes.

9. Non-Functional Requirements

• Scalability: The system must handle concurrent users and large datasets efficiently.
• Security: User data must be protected with industry-standard encryption and access controls.
• Performance: The system should provide real-time feedback and updates without noticeable delays.

10. Tech Stack

• Frontend: React
• Backend: Python/FastAPI
• Storage: PostgreSQL
• Deployment: Docker, Kubernetes (if required for scaling)

11. Assumptions and Constraints

• Assumption: Users have basic familiarity with SaaS platforms and online research tools.
• Constraint: The product must focus on narrow, workflow-specific removal of manual work and clear business ROI.

12. Glossary

• MOQ: Minimum Order Quantity
• SaaS: Software as a Service
• AI: Artificial Intelligence
• ROI: Return on Investment