Who CCES Is For
CCES is designed for organizations that need to assess structural risk in complex systems.
AI Auditors
Challenge
Auditing AI systems requires evidence of risk that goes beyond performance metrics. Conventional audits may miss structural brittleness that remains invisible until failure.
How CCES Helps
CCES provides empirical evidence of structural risk that can be included in audit reports. Risk classifications support risk-based audit planning and help auditors identify systems that warrant deeper investigation.
Deliverable
CCES risk report suitable for inclusion in audit documentation and governance reviews.
Enterprise Risk Teams
Challenge
Enterprise risk teams must monitor AI systems deployed in production. They need diagnostic tools that identify emerging risks before they manifest as failures.
How CCES Helps
CCES can be integrated into continuous monitoring pipelines. Regular risk assessments provide early warning of capacity exhaustion and structural brittleness, enabling proactive risk management.
Deliverable
Ongoing risk reports and dashboards for enterprise risk management workflows.
Insurers
Challenge
Insurers underwriting AI systems need reliable risk assessment. Traditional metrics may not capture structural risk that could lead to claims.
How CCES Helps
CCES provides empirical evidence of structural risk that can inform underwriting decisions and risk pricing. Red and amber classifications indicate systems that warrant higher premiums or additional risk management requirements.
Deliverable
CCES risk assessments for underwriting and claims management.
Regulators
Challenge
Regulators need standardized diagnostic frameworks for evaluating AI systems in regulated industries. They require evidence that organizations are managing structural risk.
How CCES Helps
CCES provides a standardized, empirically grounded diagnostic standard for structural risk assessment. It can be incorporated into regulatory frameworks and compliance requirements.
Deliverable
CCES as a diagnostic standard for regulatory compliance and oversight.
Governance Boards
Challenge
Governance boards must oversee AI system risk without deep technical expertise. They need clear, actionable evidence of structural risk.
How CCES Helps
CCES provides a simple, standardized risk classification (green/amber/red) that governance boards can understand and act upon. Risk reports are written for non-technical audiences.
Deliverable
Executive-level risk summaries for board-level governance discussions.
What CCES Is Not
CCES is not designed for:
Getting Started
If your organization is interested in evaluating CCES:
1. Request Pilot Evaluation
Contact us with information about your system and evaluation goals.
2. Provide Logs
Share behavioral logs and evaluation runs. No system modifications required.
3. Receive Report
CCES analysis and risk classification, with detailed methodology and interpretation.
4. Discuss Results
Review findings with our team and discuss next steps.