Systems Intelligence • Applied Engineering • Sovereign Compute
Clarity for critical systems.
sys3(a)i designs architectures, integrations, and sovereign compute footprints for decision-makers who cannot afford fragility or vendor-dependent AI.
// systems decision sketch
$ sys3ai evaluate --domain "OT + AI"
→ architectures ranked by continuity, vendor exposure, and integration complexity
→ sovereign compute plan: private models, on-prem or dedicated GPU backplanes
// only build what survives systemic stress.
Overview
Systems intelligence, applied engineering, sovereign compute
sys3(a)i sits between board intent and engineering reality. We design architectures, integration patterns, and sovereign compute footprints so critical operations stay observable and independent of fragile third-party AI.
Architecture & integration
Distributed, embedded, and critical systems with clear interfaces, failure modes, and observability.
Applied engineering
Signals, sensors, edge devices, and OT/IT convergence with telemetry that survives audits.
Sovereign compute
Private AI stacks on dedicated or on-prem backplanes, minimizing vendor exposure.
Services
How sys3(a)i engages
Services focus on system-level decisions: architecture, applied engineering, sovereign compute, and parametric ideation to pressure-test options before build commitments.
Systems Architecture & Integration
Interfaces, failure modes, and integration contracts that survive outages and audits.
ViewApplied Engineering
OT/IT convergence, firmware, sensors, and telemetry design for plants, logistics, and facilities.
ViewSovereign Compute
Private AI stacks on dedicated GPU or on-prem clusters with clear failover and governance.
ViewParametric Ideation
Optioneering and decision models to score architectures against risk, cost, and continuity.
ViewSolutions
Where the spend and risk live
sys3(a)i frames work around technology spend, procurement, OT/IT integration, edge AI, and sovereign compute so continuity is engineered in.
Technology Spend Transformation
Collapse tool sprawl and align platforms with resilience and observability.
ViewProcurement Architecture
Vendor mapping, contract semantics, and performance baselines enforced in operations.
ViewOT / IT Integration
Converged telemetry, protocols, and observability across plants, logistics, and facilities.
ViewEdge AI Infrastructure
Edge inference and AI-in-firmware patterns with safety and governance baked in.
ViewOperational Modernisation
Supervisory systems and observability for OT-heavy environments with uptime at stake.
ViewMethods
Parametric ideation and decision frameworks
sys3(a)i uses parametric design and systems pathfinding to pressure-test decisions before committing capital. Every path is scored for risk, vendor exposure, and continuity.
Optioneering
Parametric models to compare architectures by resilience, cost, and integration complexity.
Risk mapping
Failure-mode and vendor-exposure mapping across OT, IT, and cloud boundaries.
Continuity by design
Observability, governance, and lifecycle models to keep systems operable long-term.
About
Built for decision-makers with operational risk
Three lenses—judgment, systems intuition, applied engineering—form one decision and build framework. The mandate: make complex systems buildable, observable, and resilient.
Engage
Start the conversation
Email: grow [at] sys3ai [dot] com. Pick the service or solution closest to your mandate and tell us what cannot fail—we’ll respond where the fit and impact are clear.