AI Agent AI Agentic Demand Forecasting System Active

Demand Forecaster

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Parent Worker AI Agentic Demand Forecasting System

Agent ID

demand_forecaster

Portal Nexgile-JurisMind Nexus

Sector Legal Technology (LegalTech) - Flexible Workforce & Talent Marketplace

Status

Operational

Problem Statement

The challenge addressed

Predicting talent demand requires analyzing historical patterns, market signals, and regulatory calendars to generate accurate forecasts with confidence intervals.

Core Logic

How the agent solves it

Generates 30/60/90-day demand forecasts by practice area using GPT-4 Turbo + ARIMA ensemble models. Analyzes consultant database, calculates capacity gaps, retrieves knowledge documents for context, a... Generates 30/60/90-day demand forecasts by practice area using GPT-4 Turbo + ARIMA ensemble models. Analyzes consultant database, calculates capacity gaps, retrieves knowledge documents for context, and identifies demand drivers (regulatory deadlines, client events, market trends). Outputs forecasts with trend classification (surge/growth/stable/decline) and confidence scores. Tools: query_consultant_db, calculate_capacity, retrieve_knowledge_docs.

System Navigation

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Portal

Nexgile-JurisMind Nexus

Digital Worker

AI Agentic Demand Forecasting System

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Demand Forecaster

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