Nova Enterprise Support Bot
Key Performance Metric75% Automations Resolution
The Challenge
The client's manual ticketing workflow caused long response delays, with support staff overwhelmed by repeating technical queries.
The Solution
Deployed a RAG automation bot accessing corporate technical files. The agent resolves standard support requests instantly, transferring complex cases to human staff.
Methodology
How We Achieved This Project
STAGE 01
Knowledge Extraction
Cleaned and parsed technical FAQs, documents, and past tickets.
STAGE 02
Embedding System Setup
Stored vector coordinates of tech docs in Pinecone DB for quick lookup.
STAGE 03
Prompt Engineering
Configured strict response limits and conversational flows to avoid hallucinations.
STAGE 04
Slack & Portal Integration
Integrated the bot directly into support portals and internal team channels.
Service CategoryAI Automation
Tech Stack
OpenAI APIPythonFastAPILangChain FrameworkPinecone DBAWS Serverless
Deliverables
- RAG AI Support Engine
- Vector Ingestion Pipeline
- Chat Integrations
- Monitoring Dashboards