Industrial AI market
$3-5BOT + automation
OT cybersecurity, visual quality inspection, predictive maintenance, and safety AI for the Kingdom's energy, petrochemical, mining, and utility operators — engineered to NCA OTCC, IEC 62443, and Aramco IKTVA standards.
Six pressures we hear from energy CISOs, plant directors, and ICS engineers across Aramco contractors, SABIC affiliates, SEC, and the industrial cities.
NCA OTCC made OT security mandatory across critical infrastructure. Power grids, refineries, and water plants face nation-state-grade adversaries. Assessment is the first deliverable; SOC capability is the second.
Refinery downtime costs millions per hour. Predictive maintenance — vibration, temperature, oil analytics — is the difference between scheduled maintenance and a 72-hour incident.
Cognex and Keyence dominate quality CV; nobody is building Saudi-localized defect detection at production-line speed. The gap is local engineering with the integration depth Aramco contractors expect.
Manual PPE checks miss violations. CV-based safety monitoring — hard hats, harnesses, hazard zones — runs continuously and surfaces patterns that audit walks cannot.
International OT vendors deliver English-only reports; Saudi regulators and operations teams need Arabic-native incident, compliance, and forensics reporting. Translation isn't sufficient.
Industrial digital twins exist as static 3D models. Closing the loop with real-time CV feeds — turning twins into operational decision surfaces — is where the value compounds.
Six disciplines, sector-tuned for energy, petrochemical, mining, and utility operators under NCA OTCC and IEC 62443.
ICS/SCADA assessment and managed detection for OT environments — Claroty/Nozomi-class tooling, NCA OTCC alignment, Arabic reporting.
Defect detection, PPE compliance, hazard-zone monitoring, and visual inspection at production-line speed. YOLO11-class models, edge inference.
Equipment failure prediction across vibration, temperature, lubrication, and operational telemetry — preventing downtime that costs $M/hour.
Time-series, IoT, and historian integration in an in-Kingdom landing zone — bridging OT/IT with strict segregation.
Bilingual conversational assistant for plant operators — manuals, work orders, incident playbooks, and shift handover summaries.
Unified operating picture for plant + security operations — alarms, anomalies, safety events, and OT incidents in a single decision surface.
From OT security assessment to integrated industrial AI platform — built for Aramco contractors, SABIC affiliates, SEC, SWCC, Ma'aden, and the industrial cities.
ICS/SCADA security assessment for Saudi critical infrastructure — NCA OTCC compliant, IEC 62443 aligned, Arabic reporting.
CV-powered defect detection on production lines — catching micro-defects human inspectors miss, at production-line speed.
Predict equipment failure before it happens — vibration, temperature, and operational data to prevent $M/hour downtime.
End-to-end OT security operations center — Claroty/Nozomi-class tooling, OT-tuned playbooks, 24/7 monitoring.
CV-fed 3D digital twin of industrial assets — real-time GIS, IoT, and visual feeds collapsed into one operational surface.
Continuous PPE detection and hazard-zone monitoring — automated HSE compliance instead of manual walks.
Unified industrial AI platform combining OT security, CV inspection, predictive maintenance, and safety into one orchestrated surface.
Operators, regulators, and the OT-and-CV stack we integrate with across the Kingdom's industrial backbone.
We engage as Aramco contractors and as second-tier under primaries. IKTVA-aligned localization, Saudi-onshore engineering, and the documentation regime Aramco contractors expect on day one.
Strictly. Assessments and SOC builds respect Purdue model boundaries. Data flows from OT to analytics through one-way diodes or strictly-controlled data taps; no agent ever talks back into a production controller.
Arabic-native reporting from day one — incident, compliance, and audit deliverables are generated in فصحى, not translated. Maps to OTCC controls explicitly, with traceability into IEC 62443 zones and conduits.
We complement them. International CV vendors do general defect detection well; we add Saudi-localized models, Arabic operator UIs, and integration with the plant's existing OT stack — including in plants where Cognex hardware already runs.
Multi-month assessment programs, year-long SOC builds, and ongoing managed services. Saudi-onshore team, IKTVA-aligned, and the documentation/training trail Aramco-tier operators require.
Yes. Edge inference on NVIDIA Jetson hardware, on-prem deployment options, and offline-first operations playbooks for environments where OT cannot reach the public cloud.
Sixty-minute working session with our Industrial lead and an OT security engineer. Bring the OTCC gap, the line-speed quality target, or the unplanned-downtime ledger. We'll come back with a one-page roadmap you can take to the COO.