AI Agent AI-Powered RFI Resolution Example

NLP Classifier Agent

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation.

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Parent Worker AI-Powered RFI Resolution

Agent ID

nlp-classifier

Portal Nexgile-SiteGenius Command

Sector Government, Healthcare, and Education Infrastructure

Status

Illustrative

Problem Statement

The challenge addressed

RFIs arrive with varying formats and terminology. Manual classification and prioritization is inconsistent and time-consuming, leading to misrouting and delays.

Core Logic

How the agent solves it

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Uses TF-IDF combined with BERT embeddings (distilbert-base) for semantic... Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Uses TF-IDF combined with BERT embeddings (distilbert-base) for semantic understanding. Classifies RFIs by discipline, urgency, and complexity. Extracts named entities (persons, locations, building systems), performs sentiment analysis, and assigns confidence scores. Outputs structured classification for downstream routing.

System Navigation

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Portal

Nexgile-SiteGenius Command

Digital Worker

AI-Powered RFI Resolution

Current Agent

NLP Classifier Agent

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NLP Classifier Agent

Problem Statement

Core Logic

System Navigation

Portal

Digital Worker

Current Agent

Global Headquarters

Global Capability Center