AI Plumber

We connect the pipes.
You get results.

AI-powered lead intelligence and cybersecurity tools built for practitioners. No hype. No bloatware. Just systems that work.

Lead Intelligence Cyber Security

Most AI companies sell you a platform. We sell you results.

We're not here to dazzle you with machine learning buzzwords or charge you monthly for software you forget to log into. We're here to build tools that solve real problems—finding leads before your competition, securing networks before the adversary, and protecting privacy before it's gone.

Our systems do the heavy lifting. You do the work that matters.

Practical AI. Professional results. That's the deal.

Lead Intelligence by Vertical

Same proven architecture. Different markets. Your unfair advantage.

GM-R

Residential Real Estate

FSBO and expired listing intelligence for residential agents. Find motivated sellers before they re-list with someone else.

  • 15+ data sources aggregated daily
  • AI-scored seller motivation
  • Skip-traced contact info
  • Property data enrichment
Active Learn More →
GM-BB

Business Brokerage

Business-for-sale lead intelligence for brokers. FSBO businesses, distressed sales, and owner-direct opportunities.

  • 12+ business listing sources
  • Financial health scoring
  • Entity & UCC filing enrichment
  • Real estate cross-referral
Beta
GM-C

Commercial

Commercial real estate intelligence. NNN leases, retail pads, industrial, office—the same guerrilla approach for bigger deals.

  • Commercial listing aggregation
  • AI-driven valuation estimates
  • Tenant-buyer matching
  • Development opportunity scoring
Coming Soon

Defensive Tools for Practitioners

Intelligence-grade security. Built by operators, for operators.

Beadwindow®

AI-Driven SIEM

Next-generation security information and event management. AI-powered correlation, automated threat detection, reduced analyst fatigue.

  • Real-time event correlation
  • AI-assisted threat hunting
  • Automated incident response
  • MITRE ATT&CK mapping
Active
Network DNA

Network Reconnaissance

AI-enhanced network discovery and behavioral fingerprinting. Intelligence Community standards meet modern automation.

  • IC-grade analytic confidence
  • MITRE ATT&CK aligned
  • Device behavioral profiling
  • Comprehensive asset discovery
Beta
VulHunter

Vulnerability Scanner

CVE identification and exposure testing. Find what's actually exploitable, not just what might be vulnerable.

  • CVE database correlation
  • Exploit validation testing
  • CVSS scoring & prioritization
  • Remediation guidance
Active
Gingerbread

Privacy Monitor

See who's selling your story. Automated data broker monitoring and opt-out enforcement for CCPA/GDPR compliance.

  • Data broker discovery
  • Automated opt-out requests
  • CCPA/GDPR compliance
  • Executive protection ready
Coming Soon

How We Build

Same principles across every product. AI that works for practitioners.

1. Local AI First

Your data stays on your infrastructure. Our AI models run locally—no cloud dependency, no data exfiltration, no subscription lock-in. You own the system.

2. Multi-Source Aggregation

Whether it's property listings or network telemetry, we pull from multiple sources and correlate the data. Comprehensive coverage beats single-source blind spots.

3. Intelligent Scoring

AI models evaluate and prioritize—seller motivation, threat severity, vulnerability exposure. High-value signals rise to the top. Noise gets filtered out.

4. Cost-Optimized Enrichment

We only invest in enrichment after scoring justifies it. Skip tracing, property data, threat intel—applied strategically, not wastefully.

5. Actionable Output

No dashboards for dashboard's sake. You get qualified leads, prioritized alerts, and clear next steps. Intelligence that drives action.

No pitch decks. No demos.
Just a conversation.

Whether you're a licensed broker tired of recycled leads or a security professional who needs tools that work—let's see if we're a fit.

jstutzman@monadnockcyber.ai