Architecture lab / 02
ScoutAIUnder the hood.
Three evidence-gathering branches converge into one company intelligence report, with financial history and market data kept distinct.
Parallel research agentsSelect a component to inspect
Service
Research coordinator
LangGraph StateGraph
Resolves the company context and coordinates three evidence-gathering branches.
- Receives
- Company name, URL, and inferred identifiers.
- Produces
- Parallel scraper, research, and financial tasks.
Design boundary
The synthesis uses available branches rather than assuming complete coverage.
Connections
Company input Research coordinatorcompany context
Research coordinator Website agentbranch 1
Research coordinator Research agentbranch 2
Research coordinator Financial agentbranch 3
AI Services & code Data & output Controls- - Verification path
The core decision
Gather in parallel. Synthesize from available evidence.
Scope & limits
Source availability varies by company and region. Financial coverage is strongest for publicly listed companies; generated analysis depends on the retrieved evidence.
ScoutAI agent architecture