[
  {
    "application_id": "sov.01",
    "domain_id": "sovereign",
    "maturity": "public",
    "title": "Sovereign Infrastructure Stability & Bottleneck Risk Control",
    "one_liner": "Strategic structural assessment of critical infrastructure as coupled system, modeling failure costs, time risks, and sovereignty implications."
  },
  {
    "application_id": "sov.02",
    "domain_id": "sovereign",
    "maturity": "public",
    "title": "Structural Vendor Lock-In Stability and Exit Risk Assessment",
    "one_liner": "Structural analysis of dependencies that jeopardize stability and controllability during vendor transitions or multi-vendor setups, translating technical dependencies into strategic risks."
  },
  {
    "application_id": "sov.03",
    "domain_id": "sovereign",
    "maturity": "public",
    "title": "Sovereign Runtime Auditability and Control Transparency",
    "one_liner": "Structural evidence provision for runtime control in sovereign infrastructures, enabling formal justification to regulatory and state actors."
  },
  {
    "application_id": "sov.04",
    "domain_id": "sovereign",
    "maturity": "public",
    "title": "Multi-Layer Infrastructure Dependency and Bottleneck Analysis",
    "one_liner": "Structural analysis of dependencies and bottlenecks across infrastructure layers (energy, network, compute, storage), identifying critical coupling paths."
  },
  {
    "application_id": "sov.05",
    "domain_id": "sovereign",
    "maturity": "public",
    "title": "Strategic Decision Support for Regulatory and State Actors",
    "one_liner": "Structural decision support translating technical stability analyses into governance-relevant decision foundations for regulatory and strategic actors."
  },
  {
    "application_id": "ai.01",
    "domain_id": "ai-systems",
    "maturity": "public",
    "title": "Interconnect Stability Control",
    "one_liner": "Structural stability diagnostics and control for interconnect induced performance collapse in distributed AI and HPC systems."
  },
  {
    "application_id": "ai.02",
    "domain_id": "ai-systems",
    "maturity": "public",
    "title": "Structural Drift Diagnostics for AI Workloads",
    "one_liner": "Detect structural drift across training and inference pipelines beyond metrics and telemetry."
  },
  {
    "application_id": "ai.03",
    "domain_id": "ai-systems",
    "maturity": "public",
    "title": "Safety and Risk Surfaces under Projection",
    "one_liner": "Projection based risk surfaces for advanced AI systems, stability classes and failure modes."
  },
  {
    "application_id": "ai.04",
    "domain_id": "ai-systems",
    "maturity": "public",
    "title": "Runtime Control Coherence",
    "one_liner": "Diagnose and reduce incoherence between scheduler, runtime and model control loops."
  },
  {
    "application_id": "ai.05",
    "domain_id": "ai-systems",
    "maturity": "public",
    "title": "Data and Retrieval Structural Integrity",
    "one_liner": "Structural integrity diagnostics for RAG pipelines and retrieval induced drift."
  },
  {
    "application_id": "ai.06",
    "domain_id": "ai-systems",
    "maturity": "public",
    "title": "Energy-Interconnect Stability Coupling",
    "one_liner": "Analysis of feedback loops between load dynamics, power supply, and interconnect stability in AI campuses."
  },
  {
    "application_id": "ai.07",
    "domain_id": "ai-systems",
    "maturity": "public",
    "title": "Accelerator Runtime Control",
    "one_liner": "Structure compatible control for heterogeneous hardware execution across GPU, TPU, NPU, and ASIC fleets."
  },
  {
    "application_id": "ai.08",
    "domain_id": "ai-systems",
    "maturity": "public",
    "title": "Structural Scalability Certification",
    "one_liner": "Formal certification whether a system remains structurally stable under planned scaling increments."
  },
  {
    "application_id": "ai.09",
    "domain_id": "ai-systems",
    "maturity": "public",
    "title": "Control-Flow Instability Mapping",
    "one_liner": "Structural analysis of complex control flows across CUDA, OpenCL, agent workflows, and orchestration layers."
  },
  {
    "application_id": "ai.10",
    "domain_id": "ai-systems",
    "maturity": "public",
    "title": "Interconnect-Aware Control Flow Diagnostics",
    "one_liner": "Correlation of barriers, kernel launches, memory transfers, and network load for interconnect coupled instability."
  },
  {
    "application_id": "ai.11",
    "domain_id": "ai-systems",
    "maturity": "public",
    "title": "Structural Network Scalability Risk Modeling",
    "one_liner": "Model based assessment of network scaling risks including topology, SDN, routing, and fault tolerance."
  },
  {
    "application_id": "ai.12",
    "domain_id": "ai-systems",
    "maturity": "public",
    "title": "Network Scalability Stress Mapping",
    "one_liner": "Dynamic projection of network states into a structural stability space for congestion and tail latency risk."
  },
  {
    "application_id": "ai.13",
    "domain_id": "ai-systems",
    "maturity": "public",
    "title": "Agentic System Stability",
    "one_liner": "Stability control for agent workflows with retry loops, self verification, and tool calling patterns."
  },
  {
    "application_id": "ai.14",
    "domain_id": "ai-systems",
    "maturity": "public",
    "title": "Virtualization Overhead Stability Analysis",
    "one_liner": "Structural instability analysis through virtualization, SR-IOV, RDMA, and multi tenant noise effects."
  },
  {
    "application_id": "ai.15",
    "domain_id": "ai-systems",
    "maturity": "public",
    "title": "Memory-Interconnect Coupling Diagnostics",
    "one_liner": "Analysis of coupling between memory bandwidth, memory latency, and interconnect synchronization behavior."
  },
  {
    "application_id": "ai.16",
    "domain_id": "ai-systems",
    "maturity": "public",
    "title": "Benchmark Integrity and Drift Diagnostics",
    "one_liner": "Structural stability metrics complementing classical benchmarks to detect drift across releases and configurations."
  },
  {
    "application_id": "ai.17",
    "domain_id": "ai-systems",
    "maturity": "public",
    "title": "Fault-Recovery Collapse Prevention",
    "one_liner": "Analysis of instability through checkpointing, restart, replication, and proactive migration mechanisms."
  },
  {
    "application_id": "ai.18",
    "domain_id": "ai-systems",
    "maturity": "public",
    "title": "Workload Placement Stability Validation",
    "one_liner": "Structural assessment of placement decisions independent of scheduler logic for stability verification."
  },
  {
    "application_id": "ai.19",
    "domain_id": "ai-systems",
    "maturity": "public",
    "title": "Kubernetes Control-Plane Stability Assessment",
    "one_liner": "Structural impact assessment of control plane decisions on interconnect and runtime stability."
  },
  {
    "application_id": "ai.20",
    "domain_id": "ai-systems",
    "maturity": "public",
    "title": "Structural Cloud Migration Risk Assessment",
    "one_liner": "Structural analysis of on premises to cloud migrations across compute, network, and control plane layers."
  },
  {
    "application_id": "ai.21",
    "domain_id": "ai-systems",
    "maturity": "public",
    "title": "SDN-Interconnect Stability Diagnostics",
    "one_liner": "Formal analysis of coupling between SDN control plane, cloud interconnects, and application runtime stability."
  },
  {
    "application_id": "ai.22",
    "domain_id": "ai-systems",
    "maturity": "public",
    "title": "Structural Architecture Stability Diagnostics for Large-Scale AI Models",
    "one_liner": "Pre-training and early-training stability analysis for large-scale AI model architectures, identifying structural risk from information flow, residual paths, and routing mechanisms."
  },
  {
    "application_id": "ai.23",
    "domain_id": "ai-systems",
    "maturity": "public",
    "title": "Structural Rollback and Roll-Forward Stability Control",
    "one_liner": "Structural assessment of rollback and roll-forward mechanisms in large distributed systems under partial failure and inconsistent state conditions."
  },
  {
    "application_id": "ai.24",
    "domain_id": "ai-systems",
    "maturity": "public",
    "title": "Structural Cost Amplification and Budget Explosion Diagnostics",
    "one_liner": "Structural analysis of cost as emergent system property, identifying amplification paths through feedback loops, retry logic, and nonlinear control coupling."
  },
  {
    "application_id": "ai.25",
    "domain_id": "ai-systems",
    "maturity": "public",
    "title": "Deterministic Inference Control Stability Assessment",
    "one_liner": "Structural evaluation of control incoherence when deterministic inference hardware (LPU) interfaces with non-deterministic runtime environments."
  },
  {
    "application_id": "ai.26",
    "domain_id": "ai-systems",
    "maturity": "restricted",
    "title": "Cross-Domain Control Boundary Stability Diagnostics",
    "one_liner": "Analysis of structural instabilities at control boundaries between organizational, logical, or infrastructural domains."
  },
  {
    "application_id": "ai.27",
    "domain_id": "ai-systems",
    "maturity": "restricted",
    "title": "Stability Degradation under Partial Observability",
    "one_liner": "Assessment of structural stability in systems with limited observability due to security, privacy, or organizational silos."
  },
  {
    "application_id": "ai.28",
    "domain_id": "ai-systems",
    "maturity": "restricted",
    "title": "Structural Failure Containment and Blast Radius Control",
    "one_liner": "Analysis of whether and how structural failures remain contained or escalate system-wide through coupling, projection, and closure mechanisms."
  },
  {
    "application_id": "ai.29",
    "domain_id": "ai-systems",
    "maturity": "public",
    "title": "Structural Continual Learning Stability Assessment",
    "one_liner": "Structural assessment of stability, control, and forgetting risks in post-hoc model adaptation and incremental learning, treating catastrophic forgetting as structural projection break rather than data problem."
  },
  {
    "application_id": "ai.30",
    "domain_id": "ai-systems",
    "maturity": "public",
    "title": "Structural Stability Evidence Pack for Assessments",
    "one_liner": "Standardized evidence and assurance structure for stability claims, enabling formal justification and audit-readiness without system implementation details."
  },
  {
    "application_id": "cx.01",
    "domain_id": "complex-systems",
    "maturity": "public",
    "title": "Pipeline Stability Control",
    "one_liner": "Drift and reproducibility diagnostics for distributed dataflow pipelines."
  },
  {
    "application_id": "cx.02",
    "domain_id": "complex-systems",
    "maturity": "public",
    "title": "Emergent Stability under Projection",
    "one_liner": "Detect stability islands and regime shifts under projection and aggregation."
  },
  {
    "application_id": "cx.03",
    "domain_id": "complex-systems",
    "maturity": "public",
    "title": "Network Function Graph Stability",
    "one_liner": "Structural stability metrics for function graphs, cascades and recovery."
  },
  {
    "application_id": "cx.04",
    "domain_id": "complex-systems",
    "maturity": "public",
    "title": "Detection Graph Drift Control",
    "one_liner": "Drift control for detection graphs, reducing false positives and mode collapse."
  },
  {
    "application_id": "cx.05",
    "domain_id": "complex-systems",
    "maturity": "public",
    "title": "Service Mesh Coupling Stability Assessment",
    "one_liner": "Structural stability analysis of service mesh, east-west traffic, policy coupling, and dependency graphs in microservice landscapes."
  },
  {
    "application_id": "cx.06",
    "domain_id": "complex-systems",
    "maturity": "public",
    "title": "Autoscaling Oscillation and Phase Transition Diagnostics",
    "one_liner": "Structural analysis of auto-scaling, queueing, backpressure, and control loop instabilities including oscillations, thundering herd, flapping, and regime shifts."
  },
  {
    "application_id": "cx.07",
    "domain_id": "complex-systems",
    "maturity": "public",
    "title": "Cascading Failure Containment for System of Systems",
    "one_liner": "Structural assessment of containment capability, blast radius, and propagation paths in coupled platform systems."
  },
  {
    "application_id": "cx.08",
    "domain_id": "complex-systems",
    "maturity": "public",
    "title": "Infrastructure Auditability of Complex Control Planes",
    "one_liner": "Evidence and auditability layer for control regimes in complex platforms, enabling formal justification without implementation details."
  },
  {
    "application_id": "cx.09",
    "domain_id": "complex-systems",
    "maturity": "public",
    "title": "Nonlinear Subsystem Coupling Analysis",
    "one_liner": "Structural analysis of nonlinear couplings between subsystems in complex platforms, identifying hidden dependencies and amplification paths."
  },
  {
    "application_id": "cx.10",
    "domain_id": "complex-systems",
    "maturity": "public",
    "title": "Regime Shift Early Warning Diagnostics",
    "one_liner": "Structural early detection of regime shifts in complex systems before they manifest as performance degradation or failure."
  },
  {
    "application_id": "cx.11",
    "domain_id": "complex-systems",
    "maturity": "public",
    "title": "Intervention Window Identification",
    "one_liner": "Structural identification of effective intervention windows in complex systems, determining when and where interventions have stabilizing effects."
  },
  {
    "application_id": "qs.01",
    "domain_id": "quantum-systems",
    "maturity": "public",
    "title": "Noise Filtering and Operator Diagnostics",
    "one_liner": "Structural noise filtering and diagnostics for operator chains and channels."
  },
  {
    "application_id": "qs.02",
    "domain_id": "quantum-systems",
    "maturity": "public",
    "title": "Error Correction Diagnostics",
    "one_liner": "Structural criteria for error correction performance and failure detection."
  },
  {
    "application_id": "qs.03",
    "domain_id": "quantum-systems",
    "maturity": "public",
    "title": "Hybrid Quantum Workflow Stability",
    "one_liner": "Stability diagnostics for hybrid quantum classical workflows and scheduling."
  },
  {
    "application_id": "qs.04",
    "domain_id": "quantum-systems",
    "maturity": "public",
    "title": "Calibration Drift and Retuning Stability Assessment",
    "one_liner": "Structural assessment of drift, recalibration, and retuning loops including risks that local stabilization causes global instability."
  },
  {
    "application_id": "qs.05",
    "domain_id": "quantum-systems",
    "maturity": "public",
    "title": "Error Burst Emergence and Regime Shift Diagnostics",
    "one_liner": "Structural detection of error burst regimes and sudden regime shifts in systems showing superficially stable error rates."
  },
  {
    "application_id": "qs.06",
    "domain_id": "quantum-systems",
    "maturity": "public",
    "title": "Evidence of Calibration Stability and Control Integrity",
    "one_liner": "Evidence and assurance layer for calibration stability and control integrity over time, enabling formal justification for quantum system deployments."
  },
  {
    "application_id": "qs.07",
    "domain_id": "quantum-systems",
    "maturity": "public",
    "title": "Quantum Control Stability under Classical Coupling",
    "one_liner": "Structural assessment of quantum control stability under influence of classical coupling mechanisms, analyzing how classical control affects quantum coherence."
  },
  {
    "application_id": "qs.08",
    "domain_id": "quantum-systems",
    "maturity": "public",
    "title": "Structural Error Propagation Analysis",
    "one_liner": "Structural analysis of error propagation and instability spreading in quantum systems, identifying paths through which local errors escalate system-wide."
  },
  {
    "application_id": "cosmo.01",
    "domain_id": "cosmology",
    "maturity": "public",
    "title": "Early Galaxies",
    "one_liner": "Explain high redshift massive galaxy candidates via projection stabilized structure formation."
  },
  {
    "application_id": "cosmo.02",
    "domain_id": "cosmology",
    "maturity": "public",
    "title": "Early SMBH Seeds",
    "one_liner": "Reconcile early supermassive black holes via kernel controlled growth and drift regimes."
  },
  {
    "application_id": "cosmo.03",
    "domain_id": "cosmology",
    "maturity": "public",
    "title": "Hubble Drift",
    "one_liner": "Model scale dependent H0 as a projection drift signature across datasets."
  },
  {
    "application_id": "cosmo.04",
    "domain_id": "cosmology",
    "maturity": "public",
    "title": "CMB Anomalies",
    "one_liner": "Treat large scale anomalies as projection level structural artifacts under kernel regimes."
  },
  {
    "application_id": "cosmo.05",
    "domain_id": "cosmology",
    "maturity": "public",
    "title": "Dark Baryon Oscillator",
    "one_liner": "Coupled sector surrogate model for tension patterns via drift coupled response."
  },
  {
    "application_id": "cosmo.06",
    "domain_id": "cosmology",
    "maturity": "public",
    "title": "Intergalactic Bridges",
    "one_liner": "Filament baryons and bridges as stable projections of operator adjacency under kernel coupling."
  }
]