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The highest-integrity facilities no longer run an on-prem 'IT stack.' They run plant on site, and move everything else into a hardened cloud control plane. A complete blueprint for zero-server facilities.
MQTT-first, provider-agnostic framework that unifies field buses and API-only systems with secure connectors, a clear topic namespace, data contracts, and HA patterns.
Vendor-neutral reference architecture for facility monitoring & management networks: topology, redundancy, segmentation, addressing, security, telemetry, and VPN.
A thought-leadership blueprint for a neutral, partner-powered metro platform that unifies transit, transport, and peering into a single service plane optimized for edge computing.
A pragmatic, operator-first model for protecting critical infrastructure when remote connectivity is required and attack surfaces are everywhere. Zero Trust for facilities.
Every kilowatt-hour your rooftop array can't sell back to the grid can instead mint dollars by driving AI inference next door.
Operate hundreds or thousands of micro-facilities as one programmable fleet with standardized telemetry, policy-as-code, and ML for detection, prediction, and optimization.
Complete technical specification for the vendor-neutral framework measuring end-to-end service resiliency across distributed digital estates.
Modern cellular PTT systems pair purpose-built devices with nationwide LTE/5G coverage for instant group voice, location awareness, and safety—without a private RF network.
Edge-Native AI: Why Tomorrow's Resiliency Metrics Must Follow the Application—Not the Data Center
Comprehensive analysis of edge AI infrastructure and the evolution from traditional Tier models to application-centric resiliency frameworks.
Every millisecond you shave off end-to-end latency multiplies engagement and revenue; every millisecond you add bleeds users, margin, and trust.
Treat OOB like a product: separate VRF, identity-first security, dual paths, anycast bastions, ZTP, and cohort rollouts to manage a 10k-site fleet reliably.
Achieve Tier-3 uptime with Tier-0+ edge nodes by lifting network, data, and control-plane pillars using CAM.
Three production-grade blueprints (Retail AR, Industrial Vision, Fleet Telematics) that place compute where it belongs and prove resilience with CAM.
Layered controls across UniFi Access, Protect, Identity, and Network: MFA at the edge, anti-tailgating mantraps, intercom/gate ops, HA core, and cloud archival.
Anycast, pinning, and failover patterns that keep token streams fast and correct across regions—plus CAM targets to certify resiliency.
A production-ready FL reference for retail with privacy, networking, and hardware constraints, Flower/FedML snippets, and CAM targets.
Run private, verifiable inference on shared edge boxes using TEEs, GPU isolation, signed artifacts, and remote attestation—mapped to CAM.
Design, commission, and operate D2C and immersion—side by side—from a single edge pod to a multi‑MW campus. Includes formulas, setpoints, checklists, and ops runbooks.
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