Services
Independent work for software whose complexity, autonomy, novelty, or method of construction exceeds the reach of a conventional code audit.
Detailed positions for decisions that require more than a checklist.
Each brief defines the assurance question, the evidence that matters, the intended outcome, and the professional boundary on any conclusion.
AI-engineered software assurance
Assurance for production systems whose implementation was materially generated, transformed, or coordinated by machine intelligence.
Autonomous systems assurance
Independent evaluation of systems that plan, delegate, adapt, or act with meaningful authority and limited human intervention.
Complex platform assurance
System-level assurance for distributed, stateful platforms whose behavior emerges across services, infrastructure, operators, and time.
Unprecedented system assurance
Assurance for software without a mature comparison class, settled benchmark, established audit pattern, or known failure envelope.
Pre-release assurance
Independent examination before a consequential launch, migration, authority expansion, or production cutover.
Continuous assurance
Ongoing reassessment for systems whose models, dependencies, policies, data, or runtime behavior change after release.
Independent incident review
A technically independent reconstruction of consequential software failures, near misses, and control breakdowns.
Third-party system assurance
Independent assurance for software acquired, integrated, financed, governed, or relied upon without complete implementation knowledge.
Assurance readiness assessment
A structured review of whether a system, team, and evidence base are ready for a formal independent assurance engagement.
Common evidence base
Four evidence planes. One independent conclusion.
Implementation and model provenance
Runtime behavior and operational history
Controls, qualifications, and unresolved risk
Begin an engagement
Bring us the system that cannot be reduced to a standard audit.
We will begin with the decision, the claims, and the system boundary.
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