Agent Intelligence
The multi-agent pipeline: an orchestrator sequences specialist agents that feed a prediction, critic and synthesis stage.
Demo data — agent status reflects the most recent illustrative run.
Pipeline graph
Dependency flow across the agent graph
Orchestrator
completed
Market Agent
idle
Technical Agent
idle
Fundamental Agent
completed
News Agent
completed
Historical Agent
completed
Prediction Agent
completed
Critic Agent
running
Synthesis Agent
completed
Agents
Orchestrator
CompletedCoordinates the agent graph and sequences execution.
Market Agent
IdleRetrieves price, volume and market-state data.
Depends on: orchestrator
Technical Agent
IdleComputes indicators (RSI, MACD, SMA/EMA, Bollinger, ATR).
Depends on: orchestrator
Fundamental Agent
CompletedParses statements, ratios, growth and valuation.
Depends on: market
News Agent
CompletedCollects news and derives sentiment.
Depends on: technical
Historical Agent
CompletedFinds historical analogs to current conditions.
Depends on: fundamental, news
Prediction Agent
CompletedRuns LR / RF / XGBoost, ensembles and calibrates.
Depends on: historical
Critic Agent
RunningValidates data, model and source quality; flags conflicts.
Depends on: prediction
Synthesis Agent
CompletedProduces the final research summary with provenance.
Depends on: critic
How the pipeline works
The Orchestrator fans work out to the Market, Technical, Fundamental, News and Historical agents. Their outputs converge on the Prediction agent, which ensembles multiple models.
The Critic agent independently validates data, model and source quality and flags conflicting signals before the Synthesis agent produces the final research summary — with provenance for every claim.