Innovating Globally, Rooted in Pakistan
Follow us on Social Network
Note on Confidentiality: Due to a strict Non-Disclosure Agreement (NDA) signed with our client, we are unable to disclose their brand name or specific identifying details. This case study focuses entirely on the technical challenges encountered and the solutions architected by Zarin Solutions.
A leading telecommunications provider was drowning in tier-1 support tickets—password resets, billing inquiries, and plan upgrades. Their human agents were overwhelmed, leading to 4-hour average wait times and plummeting customer satisfaction scores.
The Zarin Solutions Approach: We deployed a highly advanced, NLP-driven conversational AI system integrated directly into their CRM and billing platforms. This allowed the AI to actually resolve complex queries rather than just pointing to FAQ articles.
Automated Resolutions
Instant Replies
45% Score Increase
Telecom queries are notoriously complex and highly contextual. Customers use varied slang, experience frustration, and often have compound issues (e.g., 'My internet is slow and I want to downgrade my plan'). The AI needed to understand intent, sentiment, and execute backend tasks seamlessly.
We custom-trained a large language model on millions of historical support tickets to create an AI that truly understands telecom nuances.
The bot doesn't just talk; it authenticates users and upgrades plans, resets routers, and processes payments via API.
If the AI detects high frustration or a highly complex issue, it seamlessly hands the chat to a human agent with full context.
Deployed across WhatsApp, the company website, and their mobile app for a unified customer experience.
An automated feedback loop that improves the model's accuracy every week based on new human interactions.
"Our support infrastructure was completely transformed. Wait times dropped from hours to seconds, and our human agents can now focus entirely on high-value customer interactions."
