Scrape, score, and organize the pipeline before a human touches it.
LLM
Scraping
Lead Scoring
Sales Automation
//FIG.10 — stratify
An automated sales-lead scraper with AI relevance scoring and pipeline organization, built for the insurance vertical.
//Role
Creator & engineer
//Status
Shipped
//Access
Live / public
//Problem
Sales teams drown in raw leads with no signal about which ones are worth the call. The triage is manual and slow.
//Architecture
An automated scraper collects leads, an AI relevance model scores them, and a pipeline organizer files them for the insurance vertical — all before a human gets involved.
//Role
Creator and engineer — the scraper, the scoring model, and the pipeline logic.
//Outcome
Shipped as an automated lead-generation and scoring tool for insurance.
What it took
Technical proof.
▸Automated sales-lead scraping at scale.
▸AI relevance scoring ranks leads by fit.
▸Automatic pipeline organization for the insurance vertical.
//Private system — no live link. Architecture and status only; never data, positions, or credentials.←Back to all work