Security, access & compliance

Control coverage, identity chains, data sovereignty and software supply chain exposure.

13 of 388 tools.

Delivery forecasting & commitments 35 Capacity, staffing & flow 18 People, retention & knowledge 23 Org design, incentives & decisions 18 Risk, tails & resilience 42 Quality, incidents & reliability 17 AI cost, routing & return 24 AI risk, rights & assurance 24 Causal evidence & experiments 29 Measurement integrity 28 Analytics assurance & orchestration 24 Finance & unit economics 39 Investment & portfolio choice 36 Customer, revenue & pricing 12 Security, access & compliance 13 Vendors, sourcing & build-vs-buy 6

Audit cyber control evidence integrity

Audit whether claimed defense in depth is supported by current independent control tests mapped to declared attack-path steps, while preserving duplicate mappings and counting each exposed business asset only once.

Statistical audit & measurement

Audit data sovereignty residency evidence integrity

Audit every governed data asset's point-in-time storage, processing, replica, backup, log/cache and key locations plus cross-region transfers against an effective counsel-supplied residency policy, independent evidence, encryption controls and retention limits.

Constrained optimization

Audit software supply chain integrity

Audit the deployed runtime software supply chain from application roots through resolved dependency edges: reconcile SBOM freshness, version resolution, source pinning, artifact attestation, support horizon, license policy, vulnerability disposition, evidence coverage and unique application value without treating repository text as provenance or exploitability evidence.

Constrained optimization

Audit workforce identity access evidence integrity

Audit the point-in-time chain from an opaque workforce subject through authorized accounts, independent identity evidence, approved least-privilege grants and MFA/device-backed access events.

Statistical audit & measurement

Bayesian account risk triage

Prioritize human review of auditable account-security and policy-conflict evidence using Bayes factors and decision costs.

Sequential Bayesian & bandits

Forecast cross border data restriction loss

Forecast migration, operating, contract and common jurisdiction loss from counsel-defined cross-border data restrictions with a Gamma-Poisson event model, pooled log-normal duration/cost and coherent tail scenarios.

Forecasting & survival

Forecast cyber control failure loss

Forecast expected and tail cyber loss with locally pooled threat frequency, control reliability and lognormal loss severity, drawing one shared control state across every path it protects to preserve common-mode failure.

Forecasting & survival

Forecast privileged identity exposure loss

Forecast aggregate privileged-identity compromise frequency and financial tail loss with separate Gamma-Poisson security states, locally pooled log-normal severity and one coherently simulated common identity-provider event.

Forecasting & survival

Forecast software supply chain loss

Forecast aggregate software supply-chain loss with tenant-calibrated empirical-Bayes Gamma-Poisson incident frequencies, partially pooled lognormal loss marks, common frequency/severity/business scenarios, and multiplicative unique-application disruption paths; unsupported risk classes make the output diagnostic-only.

Forecasting & survival

Optimize cyber control portfolio

Find a budget-, capacity-, availability- and defense-depth-feasible cyber-control portfolio on a nonlinear attack-path graph, recomputing unique-asset expected loss and CVaR under dependencies, exclusions and multiplicative effects.

Network & dependency analysis

Optimize identity assurance response portfolio

Choose one preauthorized identity-assurance response per aggregate account-risk case by maximizing simulated net access value minus security, false-positive, operating and CVaR costs under budget, capacity, control, availability and due-process constraints.

Sequential Bayesian & bandits

Optimize software supply chain remediation portfolio

Choose exactly one accept, patch, upgrade, replace, isolate or remove option per governed component while unique application disruption paths, direct incident loss, transition/operating/upfront cost, license compliance, scenario availability, cross-option feasibility, budget, capacity and CVaR are optimized together with exact or disclosed beam search.

Constrained optimization

Optimize sovereign data placement portfolio

Choose one executable regional placement per governed data workload by Monte Carlo posterior risk and exact/beam Pareto search under hard residency, KMS, encryption, diversity, latency, availability, relation, budget and capacity constraints.

Sequential Bayesian & bandits

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