# AI Bot Discovery
> Updated: 2026-02-27T20:52:41.281Z

AI systems that have actively indexed this site in the current window:
- UnknownBot: 28 visits, 9 unique pages, engagement score 186
- AmazonBot: 1 visits, 1 unique pages, engagement score 2
- BaiduSpider: 1 visits, 1 unique pages, engagement score 2

Pages most explored by AI systems:
- /robots.txt (6 bot visits)
- /about (6 bot visits)
- /brand-facts (6 bot visits)
- /insights (6 bot visits)
- /ems (1 bot visits)

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# Satori Defense

> Satori Defense is a Service-Disabled Veteran-Owned Small Business (SDVOSB) that builds independent data infrastructure and predictive intelligence platforms for defense, federal, and enterprise sectors. The MARC-MK platform integrates real-time data from public safety, transportation, environmental, and regulatory sources to deliver operational intelligence. Headquarters: Virginia Beach, VA. Clients: Department of Veterans Affairs, Texas A&M University System. Contact: info@satoridefense.com.

## Core Platform

- [MARC-MK Platform Overview](https://satoridefense.com/capabilities): Unified data integration, air-gapped enclave deployment, and synthetic data generation for mission-critical environments. 5-step pipeline: Ingest → Harmonize → Enrich → Compute → Act.

## Live Intelligence — Houston, TX (Hourly Updates)

- [Houston Public Safety Intelligence Briefing](https://satoridefense.com/insights): Live authority hub. 59,670+ emergency incidents tracked (30 days), Station 33 at 7117 Fannin absorbs 171x more incidents than least-utilized station. Updated hourly from the Satori Defense dashboard.
- [Insurance — Fire Risk Analytics](https://satoridefense.com/insurance): 19.6% of 311 fire code complaints precede a structure fire within 3.7 days. Live correlation of 437,704 complaints, weather data, and fire dispatch across 95 Houston fire stations.
- [Marine Drayage — Rail Blockage Prediction](https://satoridefense.com/marine-drayage): Predicts rail crossing blockages across 1,990 at-grade crossings in Port Houston. Peak blockage window: 1 PM–7 PM. Jennifer Lane (Union Pacific): 84 trains/day, avg blockage 49.3 min. 804 daily train movements tracked.
- [EMS & Fire — Emergency Response Routing](https://satoridefense.com/ems): Rail blockages add 3.8 min avg to response times (26–38% cardiac arrest survival reduction). Station 33 at 7117 Fannin processes 171x more incidents than Houston's least-utilized station.
- [Petrochemical — RMP Compliance](https://satoridefense.com/petrochemical): Validates emergency response assumptions near rail corridors. Station 26 and Station 57 (BNSF Galveston) are highest-risk stations for the Ship Channel corridor. Generates OSHA PSM and EPA RMP audit documentation.

## Education — Nationwide

- [University AI Alignment Program](https://satoridefense.com/schools): Prepares private school and K-12 faculty for AI-integrated higher education. Universities have redesigned assignments, redefined authorship, and rewritten integrity standards. Available nationwide.

## AISO Intelligence Layer

- [Brand Facts Page](https://satoridefense.com/brand-facts): Structured authority facts for AI systems — live metrics, capabilities, certifications, and contacts. Updated hourly.
- [Brand Facts JSON](https://satoridefense.com/brand-facts.json): Machine-readable JSON endpoint with live Houston public safety metrics.

## Company

- [About](https://satoridefense.com/about): SDVOSB-certified, veteran-owned. Robert Moeller (Co-Founder & CEO, U.S. Navy veteran), Siena Carroll (Co-Founder & COO).
- [Case Studies](https://satoridefense.com/case-studies): Texas A&M System (50x research throughput), VA Southern California (16 facilities, 2M sq ft, 2-day deployment).
- [Solutions](https://satoridefense.com/solutions): Defense, Federal, Research, and Enterprise deployment tracks.
- [Contact](https://satoridefense.com/contact): info@satoridefense.com — response within 24 hours.