The impact

Query Resolution

%0⚡

through intelligent information retrieval

Response Time

0Sec

Through Redis caching and optimized processing

Manual Effort

%0↓

Through integrated financial documents and market data

Overview

Financial firms manage huge amounts of data every day. Support agents spend hours looking through long PDF files, policy sheets, and market updates just to answer simple queries. This manual step slows down team responses and builds up heavy work backlogs.

NeoSOFT built a central AI assistant to clear these everyday obstacles. The system connects internal files with real-time market data in one dashboard. Staff can type questions in plain words, get clear answers, and compare different fund plans or NAV numbers on the spot. The setup cuts down daily workload and helps staff assist customers much faster.

The objective

From Manual Searches to Intelligent Financial Insights

The objective was to simplify access to financial information through a secure AI-powered chatbot. The solution aimed to speed up query resolution across customer support teams, improve answer accuracy through context-based search, simplify financial product and NAV comparisons, and maintain fast response times during peak operational hours.

The Challenge

Support agents ran into daily roadblocks that slowed down work and kept customers waiting:

  • Separated Data: Core files were scattered across separate folders, old drives, and internal apps.
  • Slow Document Search: Agents spent too much time reading through multiple pages for simple facts.
  • Basic Search Limits: Old keyword search tools often missed the real meaning behind user questions.
  • Hard Product Checks: Comparing options meant opening many files and matching figures side by side.
  • Service Delays: Slow retrieval created long queues and added pressure on customer desk teams.

The Solution

NeoSOFT designed an enterprise AI chatbot using language models, semantic search, vector embeddings, and quick caching tools.

  • Connected Systems: Combined static company documents with live market data for accurate updates.
  • Context Search: Applied semantic chunking so the system understands user intent accurately.
  • Smart Comparisons: Added comparison tools with safe backup steps to review fund options and NAVs easily.
  • Clean Interface: Created an easy chat screen that lets team members view complex data with zero training.

Let's Get Started

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