Video Analytics Edge Architecture: Low-Latency Design (2026)
Reference 2026 architecture for low-latency video analytics at the edge — DeepStream, Triton, GStreamer pipelines, model partitioning, and cost models.
Brownfield IoT: Legacy Machine Connectivity Playbook (2026)
The 2026 playbook for connecting legacy machines to modern IoT — protocol bridging, retrofit sensors, edge gateways, OT/IT integration patterns, ROI math.
Advanced Manufacturing KPIs: 2026 Field Guide (OEE, FPY, Beyond)
Advanced manufacturing KPIs for 2026 smart factories — OEE, TEEP, FPY, MTBF, energy intensity — definitions, formulas, calculation pitfalls, and dashboards.
Unified Namespace Architecture: HiveMQ + Sparkplug B (2026)
Production reference architecture for a Unified Namespace using HiveMQ and Sparkplug B in 2026 — topic design, edge of network, ISA-95 mapping, scaling.
Unified Namespace (UNS) for Industrial Data: 2026 State-of-the-Art Guide
Unified Namespace (UNS) for industrial data in 2026 — Sparkplug B 3.0, ISA-95 alignment, HiveMQ vs EMQX vs NanoMQ benchmarks, and a fully refreshed UNS reference architecture.
Sparkplug B 3.0 Edge of Network Architecture: Production Reference
Sparkplug B 3.0 edge of network architecture for production IIoT — topic namespaces, primary/secondary hosts, store-and-forward, MQTT 5 mapping, and 2026 deployment patterns.
UNS vs Data Mesh vs Data Fabric for Industrial Data (2026)
Unified Namespace vs Data Mesh vs Data Fabric for industrial data in 2026 — semantics, governance, ownership, edge vs cloud, and a decision matrix for OT/IT convergence.
OPC UA PubSub over MQTT 5: A Production Implementation Tutorial
Step-by-step OPC UA PubSub over MQTT 5 implementation — DataSetMessage mapping, JSON vs UADP, security profiles, and a working aiomqtt + asyncua tutorial for 2026.
Why Industrial AI Pilots Fail in 2026 — The Data Maturity Problem
Industrial AI pilots are failing at an 80% rate in 2026 — the root cause is not model quality but data maturity. Honest analysis with architecture-level remediation patterns.
IoT Use Cases in Automotive 2026: Architecture and Real Deployments
IoT in automotive 2026 — connected vehicle telematics, predictive maintenance, V2X, factory MES integration, and a production reference architecture from OEM and Tier-1 deployments.