Case study · Agriculture · Fertilizer distribution · Digital transformation
Digital transformation for NR Agribusiness
Turning a mid-sized fertilizer company into a fully digital business ecosystem — website, AI chatbot, automation, and business operations in one unified system.
- Client / context
- NR Agribusiness Pvt Ltd · Sri Lankan fertilizer distributor
- Industry
- Agriculture & operational businesses · Fertilizer distribution
- Year
- 2024
- Role
- Full-stack development, AI integration, automation, deployment
- Timeline
- 8 weeks
- Status
- Completed

Platforms & deliverables
What was delivered
The concrete systems involved and what was shipped.
Platforms / systems
- Corporate website & webstore
- AI chatbot
- n8n automation workflows
- Microsoft 365 workspace
- VPS hosting
Deliverables
- Responsive corporate website with an integrated e-commerce/webstore module
- AI-powered chatbot for general inquiries and product-catalog guidance
- n8n workflow automation for email routing, lead categorization, and cross-system integration
- LLM-aided customer reply drafting based on inquiry type and context
- Microsoft 365 integration for communication, scheduling, and document sharing
- Secure VPS deployment with backups and SSL
Business context
Why this project mattered
NR Agribusiness Pvt Ltd, a Sri Lankan fertilizer distributor, operated with nearly entirely manual processes for sales tracking and customer communication despite an established market presence. Its digital footprint was limited to Facebook, and the company wanted to modernise its operations into a digitally enabled enterprise.
Problem
What was slow, manual, or hard to maintain
- Sales tracking and customer communication were almost entirely manual.
- The company’s digital footprint was limited to a single Facebook page.
- There was no unified system, which limited operational transparency.
Goal
What success meant
Modernise NR Agribusiness from offline, manual operations into a unified, digitally enabled and AI-assisted enterprise.
Solution
What Cognivox Labs built
The complete path from logic to a production-ready system.
- Corporate website & webstore: responsive design with an integrated e-commerce module for browsing, ordering, and product tracking.
- AI chatbot integration: an AI-powered chatbot to handle general inquiries and guide users through the product catalog.
- n8n workflow automation: intelligent email routing, lead categorization, and cross-system integration.
- LLM-aided customer reply system: auto-response drafting based on inquiry type and context.
- Microsoft 365 integration: a unified workspace for communication, scheduling, and document sharing.
- VPS deployment: secure hosting with backups and SSL encryption.
Engineering approach
Architecture and engineering decisions
The decisions that make the system maintainable and safe to run.
- A unified system instead of disconnected manual processes and a single Facebook page.
- AI used for concrete operational tasks — inquiry handling and reply drafting — not open-ended chat.
- Workflow automation (n8n) to remove manual routing and categorization steps.
- Microsoft 365 as the operational backbone for the team.
- Pragmatic, secured VPS deployment with backups and SSL.
System flow
A clean service boundary keeps each part independently maintainable.
Impact
What changed
Qualitative, defensible outcomes — no inflated numbers.
Moved the business from offline operations to a digitally empowered, AI-assisted enterprise.
Faster customer response times.
Enhanced customer engagement.
Improved operational transparency.
Integrated business functions into one system.
Tech stack
What it runs on
Frontend
Backend / data
AI / automation
Infrastructure / integrations
What this proves
Proves end-to-end digital transformation of an SME: web, e-commerce, AI assistance, workflow automation, and deployment delivered as one coherent system.
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