Methods
sys3(a)i Methods Framework
A disciplined operating system for architecture, integration, and sovereign compute. Built in Florida (FL), USA and applied globally. Each method is a repeatable discipline—more like an engineering playbook than a services brochure.
Parametric Ideation
Design by constraints, not guesses. Goals, risks, dependencies, and conditions become parameters; algorithms generate architectures that survive stress.
View methodSovereign Compute Architecture Method (SCAM)
Design systems that function independently of external AI or cloud fragility with zero lock-in, local inference, and air-gapped resilience.
View methodOT/IT Convergence Protocol
Unify industrial systems with digital systems without introducing fragility: audit, protocol mapping, latency envelopes, threat compression, telemetry normalization.
View methodSystems Integrity Evaluation (SIE)
Forensic assessment of robustness vs. brittleness: integration complexity, SPOFs, continuity risk, data dependencies, vendor risk, shadow-IT score.
View methodSpend Architecture Method (SAM)
Transform enterprise spend: semantic contract deconstruction, overcharge detection, redundancy mapping, invoice clustering, pricing intelligence.
View methodMulti-Layer Systems Stress Testing (MSST)
Synthetic workload injection, failure propagation, human-factor modelling, multi-cloud disruption, AI hallucination boundary testing.
View methodLifecycle Velocity Framework (LVF)
Deliver fast without breaking: model the system, reduce surface, avoid irreversible decisions, instrument, monitor, adjust, optimize.
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