AI Agent Development

Autonomous Market & Research Intelligence Swarm

Multi-Source Document Synthesis & Competitive Intelligence Agent

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Autonomous Market & Research Intelligence Swarm

Executive Overview

An autonomous multi-agent swarm that scans financial filings, industry press, regulatory updates, and pricing changes across the web to generate structured executive daily briefs.

The Challenge

Operational Problem & Inefficiency

Strategic leadership and research analysts spent 15+ hours each week manually monitoring competing product roadmaps, pricing alterations, and complex regulatory compliance updates.

The Solution

Engineered AI Architecture & Execution

Constructed a multi-agent orchestration pipeline with dedicated ingestion agents, verification crawlers, and an executive briefing synthesizer that feeds formatted digests directly into private Slack channels.

Key Deliverables

Multi-agent task orchestrator and scraper queue
Hallucination verification and source attribution module
Slack and email executive dispatch service
Searchable knowledge graph dashboard

Business Value Delivered

Autonomous 24/7 market monitoring across 50+ industry sources
Elimination of 15+ hours per week of manual web research
Deterministic citation tracking linking every summary bullet to primary source evidence
Zero-latency alerts for critical competitor price shifts and regulatory announcements

Technology Stack

PythonAutoGen / CrewAIPlaywright HeadlessFastAPIPostgreSQLSlack WebhooksOpenAI GPT-4o

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