Research Analyst
Research Analyst
A cron-based agent that crawls the web, monitors sources, and feeds structured findings into your RAG knowledge base.
The Problem
Your team doesn't have time to monitor the web, track sources, and synthesize findings into structured intelligence.
Info Overload
There's more relevant content published every day than your team could ever read.
The signal is out there — but nobody has time to find it, filter it, and turn it into something useful.
Signal Noise
Your team skims headlines and misses the articles that actually matter.
By the time a competitor move or market shift reaches your team, the window to act has closed.
Stale Intel
Your knowledge base was last updated when someone had time to update it — which was months ago.
Static docs can't reflect a market that changes daily.
The Cure
An agent that monitors the web on a schedule and turns raw sources into structured intelligence.
Scheduled web crawls and source monitoring
Structured extraction and entity recognition
Automated RAG index population
Briefings delivered on schedule or on demand
The Research Analyst runs on a schedule — crawling sources, extracting structured findings, and feeding them directly into your RAG knowledge base. Your team gets briefings without lifting a finger. Your AI agents stay current without manual updates. And nothing important slips past because nobody had time to read it.
How It Works
Deploy
We define your source list, crawl schedules, and extraction rules.
Integrate
Connect to your RAG pipeline, vector store, and output channels — Slack, email, or a dashboard.
Optimize
Refine source lists, extraction templates, and delivery cadence as your intelligence needs evolve.
Where This Solution Shines
Built for teams that need reliable, always-on performance.
Competitive Research
Monitor competitor websites, pricing, and job boards — deliver structured briefings to your team on a schedule
Market Intelligence
Track industry news, regulatory updates, and trend signals from across the web automatically
Lead Research
Research prospect accounts, surface key signals, and enrich your CRM before outreach
Knowledge Base Population
Feed curated, structured findings from the web into your RAG system so it stays current