AI & AutomationCase Study
Synapse AI Customer Intelligence Engine
Autonomous AI-driven customer support triage, sentiment monitoring, and predictive analytics.
Client:SaaS Enterprise, Singapore
Duration:12 Weeks
Category:AI & Automation
The Challenge
The client was receiving thousands of inbound support inquiries daily across email, WhatsApp, and live chat. Support representatives were overloaded, leading to response delays exceeding 18 hours and missed enterprise sales opportunities.
Our Solution
We architected an intelligent multi-agent AI system powered by GPT-4o and custom retrieval-augmented generation (RAG). The system autonomously resolves 70%+ of tier-1 support tickets, analyzes customer sentiment in real time, and alerts account executives whenever high-value churn signals or upgrade intents are detected.
Results & Impact
✓68% reduction in first-response time (from 18 hours to under 30 seconds)
✓72% of recurring tier-1 tickets resolved fully autonomously
✓Customer CSAT score increased from 3.6/5 to 4.85/5
✓Saved an estimated $140,000+ in annual customer support overhead
✓Real-time sentiment anomaly detection with 99.4% accuracy
Tech Stack
Next.js 15Python / FastAPIOpenAI GPT-4oPinecone Vector DBPostgreSQLTailwind CSS
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