Article Mapper
Thought Leadership & Competitor Tracking
Schedule
Runs with News Discovery
Sources
RSS (BCG/McKinsey/Bain)
Classification
Practice area + relevance
01
Overview
Provides continuous competitive intelligence on thought leadership output from BCG, McKinsey, Bain, and other major consulting firms. The agent monitors publication feeds around the clock, detecting new articles within hours of publication and extracting full article content for deep analysis. Every publication is classified by practice area and strategic relevance using AI-powered categorization, enabling precise routing to the Managing Directors who need to see it.
Competitive positioning analysis tracks publishing patterns across firms, revealing which competitors are investing in specific practice areas and topics. The system automatically matches publications to active client engagements, enabling proactive conversation preparation before client meetings. Historical trend analysis surfaces shifts in competitor focus over time, providing strategic context beyond individual articles. All classified content integrates directly into BD Radar as dedicated Thought Leadership and Competitor Publications sections, ensuring zero publications are missed and every MD stays current on both their own firm's output and the competitive landscape.
02
How It Works
Continuous monitoring pipeline that tracks consulting firm publications and routes classified content to the BD Radar briefing.
1
Publication feed monitoring
Continuous monitoring of BCG, McKinsey, Bain, and other major consulting firm publication feeds.
2
New publication detection
Compare against existing records to identify new articles not yet in the system.
3
Full content extraction
Extracts complete article content for classification and BD Radar integration.
4
Practice area classification
Classify by practice area, topic, and relevance to tracked clients. Route to appropriate BD Radar sections.
5
Intelligence hub delivery
Classified articles are delivered to the intelligence hub and surface in the next BD Radar briefing cycle.
Integration
Fully integrated with the News Discovery pipeline. Publications are classified and routed automatically with zero additional configuration, appearing as dedicated Thought Leadership and Competitor Publications sections in every BD Radar briefing.
03
The Manual Alternative
Without this agent, staying current on thought leadership from your own firm and competitors requires deliberate effort:
| Research Task | Manual Effort | Automated |
| Check BCG, McKinsey, Bain publication pages | 20-30 min per firm per check | Continuous automated monitoring |
| Read and categorize new publications | 15-20 min per article | AI classification by practice area |
| Track competitor publishing patterns | Not systematically done | Historical trend analysis |
| Flag publications relevant to active engagements | Relies on memory | Automatic relevance matching |
| Distribute relevant articles to the team | 15-20 minutes | Integrated into BD Radar sections |
Total manual effort per week: 2-4 hours of monitoring across firms. The Article Mapper runs continuously and ensures zero publications are missed, with automatic classification and BD Radar integration.