DelexRadar

Version: Production Pipeline v1.0

DelexRadar is an end-to-end project-aware social intelligence and opportunity detection platform designed to monitor public social conversations, identify commercially meaningful signals, interpret those signals using deterministic rules and AI, prioritize opportunities, generate actionable intelligence, and route high-value opportunities to human teams.

Product Philosophy

Signal over volume

The goal is not to collect as many posts as possible. The goal is to find the posts worth knowing about.

Deterministic before AI

Cheap deterministic processing (keyword matching, URL filtering, duplication checks) happens before expensive AI processing whenever possible.

AI for interpretation, not collection

The AI does not replace the monitoring system. It interprets collected signals.

Human-in-the-loop

The system recommends. Humans decide. We route high-value alerts to Telegram for immediate action, but final engagement requires human review.

Project-aware intelligence

The same post can have different commercial meanings depending on the project context. The AI classifies intent based on the specific project's configuration.

What DelexRadar Is NOT

• It is not a keyword scraper: Because keywords only create candidate signals.
• It is not a simple AI classifier: Because intelligence combines deterministic collection, project context, structured analysis, prioritization, and workflow.
• It is not a Telegram bot: Telegram is merely one delivery/interface layer.
• It is not a dashboard: The web interface is simply one operational surface.
• It is not a replacement for humans: Humans make the final engagement decisions.

The Transformation Process

PUBLIC SOCIAL SIGNAL
        ↓
COLLECTION
        ↓
NORMALIZATION
        ↓
RULE MATCHING
        ↓
DEDUPLICATION
        ↓
SEMANTIC AI ANALYSIS
        ↓
RELEVANCE + INTENT + OPPORTUNITY
        ↓
PRIORITY
        ↓
ALERTING
        ↓
HUMAN REVIEW
        ↓
ENGAGE / IGNORE / SAVE
        ↓
ANALYTICS + ROI + LEARNING