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How It Works

AmbientIdeaz is a multi-agent intelligence platform that monitors 70+ RSS news feeds, filters through your watchlist, and uses specialized AI agents to extract market-moving insights. Add your own agents, coordinate them through the Agent Bus, and visualize everything from the Agents dashboard.

Data Pipeline
📡
RSS Feeds
70+ news sources
Polls financial news, tech, regulatory, and market feeds every few minutes. Manage feeds from the Dashboard.
🔎
Watchlist Gate
Filter by relevance
Articles are matched against your watchlist of sectors, stocks, keywords, and market terms. Only relevant articles pass through.
🧠
LLM Analysis
Claude AI agents
Specialized agents (Equity, Crypto, Regulatory) analyze each article. Add your own agents via the + button. Agents collaborate and hand off through the Agent Bus.
🎯
Materiality
Impact extraction
Extracts affected companies, sectors, markets, sentiment direction, and materiality scores from each analysis.
💬 Chat
🃏 Cards
🔥 Heatmap
🤖 Agents
Quick Tips
Poll Now
Hit the Poll Now button in the sidebar to manually fetch all RSS feeds instantly. Results appear in real time via streaming.
📋 Watchlist & Gate
Open the sidebar and add sectors, stocks, keywords, or market terms to your watchlist. Only articles matching your watchlist are sent to the LLM, saving cost and noise.
🎯 Sector Focus
Use the sector chips at the top of the watchlist panel to toggle entire GICS sectors with one click. Active sectors glow cyan.
🔥 Heatmap
The heatmap shows a live impact matrix of companies, sectors, and markets. Click any cell to drill down into the underlying stories and analysis.
💬 Chat vs Cards
Both views show the same alerts. Chat is a compact timeline. Cards shows expanded analysis with metadata, agent info, and follow-up actions.
🚀 Multi-Agent
Click "Get more perspectives" on any alert to send it to additional agents. The Agent Bus supports 4 coordination patterns: Handoff (pass to another), Pipeline (sequential chain), Collaborate (parallel + merge), and Auto-Route (smart selection). View all activity in the Agents tab.
Add Agent
Click the + button in the sidebar to create a custom agent. Give it a name, color, system prompt, and capabilities. The ID and icon auto-generate from the name. Your agent instantly joins the registry and can participate in multi-agent coordination.
🤖 Agents Dashboard
Switch to the Agents view to see all registered agents as cards with their capabilities and handoff targets. The dashboard also shows the 4 coordination patterns with flow diagrams, a live bus activity log, and aggregate stats (events, cost, LLM calls).
🔔 Notifications
Click the bell icon in the sidebar to open the notification center. Set custom rules to get alerted when specific conditions are met — like sentiment drops, high-impact events for watched sectors, or specific keyword matches. Rules can target agents, sectors, and threshold levels.
Color Legend
Primary / System accent
Positive sentiment
Negative / High impact
Medium impact
Agent / Views accent

Agent Coordination

Registry of AI agents, coordination patterns, and real-time bus activity. Add new agents, see capabilities, and monitor multi-agent workflows.

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LLM Calls

Agent Registry

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Coordination Patterns

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