Market Reports AI
See 4 architectures solve real problems: MCP → RAG → Multi-Tool → Multi-Agent
Advanced Multi-Agent System
BOFU: Production LangGraph with Router → Specialized Agents → Aggregation
1. Select Analysis Scenario
2. Monday's Prompt
3. Run Multi-Agent Workflow
MCP Tool Use Pattern
TOFU: LLM calls tools via Model Context Protocol - see real tool execution
Automation Task
User query → LLM decides tool → Executes → Returns result
Terminal ready. Run simulation to begin.
RAG-Based Search
MOFU: Search 100+ market reports with vector similarity
Search Query
"Search Earnings Transcripts"
Embed query → Search vectors → Retrieve chunks → Generate answer
RAG Vector Search Network
Search Results
Run visualization to see results
Multi-Tool Orchestration
MOFU: Multiple tools working together automatically
ROI Analysis
Orchestrator calls: scraper(25 tickers) → analyzer(data) → reporter(insights) → alerter(significant changes)
Time to Complete
Cost per Analysis
Data Points Analyzed
Accuracy Rate
Reports per Day
Error Rate
Ready for Production Market Reports System?
We'll build your custom system: MCP tools (TOFU) → RAG search (MOFU) → Multi-tool (MOFU) → Multi-agent (BOFU). From demos to deployment in 8 weeks. Transform 4-hour reports to 30-minute automated intelligence.
2026 Randeep Bhatia. All Rights Reserved.
No part of this content may be reproduced, distributed, or transmitted in any form without prior written permission.