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Data Scraping2024
Competitive Intelligence Dashboard
Automated data scraping and AI-powered insights for a venture capital firm.
- Role
- AI Engineering
- Client
- Nexus Capital
- Year
- 2024
- Category
- Data Scraping
PythonVector DBAI Analysis
Overview
Nexus Capital needed real-time competitor intelligence across 500+ startups in their portfolio companies’ verticals. Manual research cost them $10k/month and still missed market moves.
The challenge
- Scrape and analyze public data from competitor websites, funding announcements, and social signals
- Deliver actionable insights in a visual dashboard
- Keep compute costs under $150/month
Approach
We built an automated pipeline that scrapes public sources using rotating proxies, processes raw data through our AI analysis engine, and delivers structured visualizations to a dashboard. The AI surfaces trends, funding shifts, and product launches — all updated daily.
Outcome
Nexus reduced manual research spend from $10k/month to $95. They now get automated alerts on competitor moves within 24 hours, directly in their Slack channel.