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Specialized AI Agents

ChatPol: Police AI

A police inquiry assistant that used to take 50 seconds to respond. We redesigned it with specialized agents and now it answers in under 10.

-80% Response Time4 weeksSpecialized AgentsRegulatory QueriesInstant ResponseLegal DocumentationPublic Sector
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ChatPol: Police AI
01. The Challenge

The original system tried to search across 40+ legal documents at once. Each query took 40 to 50 seconds, too slow for real-time police work.

A single system trying to do everything. The more documents were added, the slower it got.

BEFORE
Legacy System

Input: User_Query.json

02. The Solution: Specialized Agents

Instead of one system doing everything, we created specialized agents for each regulatory area:

Smart search across regulations

Before answering, the system finds the relevant legal fragments in the documentation. It only responds with information it can cite. No making things up.

RAG Process

Domain-specific agents

Each query is automatically routed to the corresponding specialist agent (Traffic, Criminal, Immigration). An agent that only knows its area is far more accurate than one trying to know everything.

SYSTEM: AGENTS BY AREA
OUTPUT
Multi-Agent System
03. Business Impact

ROI & Results

Extreme Speed

Response time reduced from 50s to under 10s, enabling real-time inquiries.

Legal Precision

By specializing each agent in a specific regulatory area, incorrect answers disappeared.

Operational Efficiency

When new regulations are added, the system keeps the same speed. Before, every new document slowed it down.

ChatPol: Police AI | Artekia