Paste your Mermaid code below graph TD %% === USER INTERFACE === subgraph UI[User Interface] A[User Input: "Forecast our top 3 manufacturing challenges for biologics launching in the next 5 years."] I[Formatted Output] end %% === AGENT SYSTEM === subgraph AI[Agent System (PipelineIntelligence AI Core)] B(Lead Researcher) -->|Decomposes Task| C{Task Queue} C -->|Task 1: Identify relevant products| D(Database Query Specialist) C -->|Task 2: Find associated challenges| D C -->|Task 3: Analyze challenge patterns| E(Pharma Process Analyst) C -->|Task 4: Synthesize strategic impact| F(Risk & Strategy Synthesizer) D -->|Raw Data (Products, Challenges)| G{Shared Scratchpad} E -->|Analyzed Patterns (e.g., BSL-2+ is common)| G F -->|Strategic Insights (e.g., Need to invest in viral vector handling)| G G -->|Final Briefing| H(Report Writer) end %% === EXISTING APP === subgraph APP[Your Existing Application] T(Toolbelt: Service Functions) DB[(PostgreSQL Database)] RAG(Knowledge Base: DATABASE_SCHEME.md) end %% === CONNECTIONS === D -->|Uses| T E -->|Uses| T T -->|Executes Logic Against| DB B -->|Consults| RAG D -->|Consults| RAG E -->|Consults| RAG H -->|Final Report| I A --> B I --> A