JOHN CARLSON.ai
Intelligence. Built Different.
AI Infrastructure Consultant specializing in Fiber Optic Networks, Digital Twins, OTDR Analysis, and end-to-end system integration for municipal, data center, and critical infrastructure.
Intelligence. Built Different.
AI Infrastructure Consultant specializing in Fiber Optic Networks, Digital Twins, OTDR Analysis, and end-to-end system integration for municipal, data center, and critical infrastructure.
Most AI consulting starts with a platform. Mine starts with an audit — the same discipline that kept live fiber networks running for 25 years.
25 years spent making sure every connection in a network could be trusted — every splice, every port, every path documented and provable. Now I bring that same discipline to AI: consulting, integration, and migration work that treats an AI system like what it is — critical infrastructure.
That discipline comes from two and a half decades of ribbon splicing, Tier 1/2 testing, network auditing, and building OSP, campus, data center, and municipal networks — work where an undocumented connection isn't a minor inconvenience, it's an outage waiting to happen.
Real engineering tools born from field experience — not generic templates.
Transform raw fiber trace files into professional final documentation and AI-powered troubleshooting guides.
AI-driven analysis platform with structured collection forms and professional report templates for network investigations.
The portfolio isn't mockups — it's the actual documentation and automation architecture built for real fiber networks, applied with the same rigor to AI system work.
City of Arlington and multi-municipality projects: 300+ miles of fiber, SCADA, smart transportation, and GIS mapping to critical facilities.
Fiber OpticsFiberTwin Field App and GISTwin concepts — real-time monitoring, as-built mapping, and IoT sensor integration for Layer 1 networks.
Digital TwinsRapid response fiber repair, full network audits, and documentation packages for AT&T, Windstream, CyrusOne, and Secret Service sites.
Field OpsApplying 25 years of infrastructure discipline to AI consulting, migration planning, and system architecture for critical environments.
AI ConsultingWhether you need fiber network documentation, OTDR analysis, digital twin strategy, or AI infrastructure consulting — start with an engineer who treats systems like critical infrastructure.
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