Case Studies

Real projects. Measurable impact. Intelligent solutions engineered for growth.

At Cognivox Labs, we design and implement intelligent, data-driven software solutions for startups and enterprises. From AI-powered search systems and workflow automation to scalable backend architectures, each case study below shows how we transform complex challenges into elegant, high-performance products.

Semantic Search Automation

How a German startup improved expert search accuracy by 85% using NLP and LLM reranking.

Automated Matching Pipeline

Fully automated AI-based matching workflows, achieving 99.9% uptime and 60% faster deployments.

Digital Transformation for a Fertilizer Company

Digital Transformation for a Fertilizer Company

Built a full-stack digital catalog and analytics platform for NR Agribusiness in Sri Lanka.

Customer Support Workflow Automation

Customer Support Workflow Automation

AI-powered customer support workflow using n8n and OpenAI to classify, fetch knowledge and draft replies.

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