Perception With Intent

Perception

**AI-powered news intelligence that cuts through the noise**

Stop manually checking 50 news sources every morning. Perception monitors everything, filters what matters using 8 specialized Vertex AI agents, and delivers executive-level insights to your dashboard.

**Live Demo:** [perception-with-intent.web.app](https://perception-with-intent.web.app)

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What Is This?

Perception is a production example of an AI agent system built on Google Cloud. It demonstrates how to architect, deploy, and operate multi-agent systems for real-world intelligence gathering.

This repository contains:

• 8 specialized AI agents coordinated via A2A Protocol
• Source-agnostic news ingestion (RSS, APIs, custom connectors)
• Real-time executive dashboard (Firebase + Firestore)
• Production deployment infrastructure (Terraform + GitHub Actions)
• Complete CI/CD pipeline with Workload Identity Federation

**Built by [Intent Solutions IO](https://intentsolutions.io)** — We design and deploy custom AI agent systems for enterprise intelligence.

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Key Features

Source Agnostic

Monitor any topic from any source. RSS feeds, proprietary APIs, or custom connectors. No vendor lock-in.

AI-Powered Analysis

Gemini 2.0 Flash generates summaries, extracts insights, and identifies strategic implications automatically.

Executive Dashboard

Real-time intelligence delivered through a clean, professional interface. Filter by relevance, topic, or priority.

Daily Executive Briefs

Automated summaries highlight patterns, emerging trends, and strategic implications across all monitored topics.

Smart Alerts

Configurable alerts notify you when high-priority signals emerge. Slack, email, or webhook integration.

Enterprise Security

Built on Google Cloud with Workload Identity Federation, encrypted storage, and comprehensive audit logging.

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⚡ Quick Start

Prerequisite