Turn Public Data Into Ranked, Sales-Ready Opportunity.
Scraping is easy. Turning 47,000 raw records into validated audiences, explainable lead scores, and a morning briefing your team acts on — that's the system. We've built it, several times.
Capabilities
What We Design & Build
Web Scraping & Data Acquisition at Scale
Concurrent, resilient scrapers across marketplaces, directories, public records, and government datasets — with validation, deduplication, and normalization built in.
Explainable AI Lead Enrichment
Every lead enriched from public, citable sources — for one life-sciences client: publications, grants, lab affiliations, and co-author networks — with transparent scoring, never a black box.
Competitive & Market Intelligence Engines
Continuous monitoring of competitor websites, news, social, and employee movements; LLM analysis flags strategic signals and writes the daily, weekly, and monthly reports.
Deal-Sourcing & Alerting Agents
Agents that watch dozens of marketplaces, auctions, and public-record sources around the clock and alert the moment a matching opportunity appears.
Geospatial & Public-Records Enrichment
Property, GIS, flood, ownership, and tax data joined into scored opportunity maps — with skip tracing to reach the actual decision-maker.
Ad Audience Construction
Scraped and validated contact data packaged into upload-ready Facebook and LinkedIn audiences that make paid campaigns start warm.
A Scientific Lead-Intelligence Platform, Live With a Client
For a life-sciences marketing firm we built a multi-tenant platform that enriches uploaded sales leads into explainable scientific profiles — publications, grants, labs, research topics — from public scientific databases only, with source attribution on every data point, transparent scoring, and AI-drafted outreach grounded in the evidence. A weekly discovery agent finds new prospects automatically.
- Public-source-only enrichment (scientific databases, registries) with citations
- Identity resolution + topic classification across millions of records
- Transparent, explainable scoring — every number traceable to evidence
- AI-drafted outreach grounded in each lead's actual research
- Automated weekly supplier-discovery agent
- Separate engines shipped: 47K-record industry scrape → validated ad audiences; 19-source deal monitor; logistics competitive-intel reports
Engagement
How It Works
Define the Signal
What does a perfect opportunity look like for you? We turn that into concrete data sources, filters, and scoring criteria.
Build the Pipeline
Scrapers, APIs, enrichment joins, and scoring — engineered for resilience, with provenance kept on every field.
Deliver Decisions
Not CSVs — ranked queues, dashboards, and alerts wired into your CRM and your team's morning routine.
FAQ
Questions We Actually Get
Want This Running In Your Business?
Start with a free 30-minute systems audit. You'll leave with a scoped plan — whether you build with us or not.
Book the Free Audit