CCES Overlay SDK
The CCES Overlay SDK is a read-only diagnostic tool that integrates with existing systems to assess structural risk.
How It Works
1. Ingestion
CCES accepts logs and evaluation runs from your system. No modifications to system internals are required.
2. Analysis
The SDK applies RAP and LHSI to observable signals. Perturbation and recoverability are assessed using domain-native metrics.
3. Classification
The system is classified as green, amber, or red based on structural robustness and capacity exhaustion.
4. Reporting
A detailed risk report is generated. The report includes classification, supporting evidence, and methodology notes.
What Customers Receive
Risk Classification Report
Executive summary with green/amber/red classification and key findings.
Detailed Analysis
Breakdown of RAP and LHSI metrics, perturbation results, and recoverability patterns.
Methodology Documentation
Clear explanation of how CCES arrived at its classification. Suitable for audit and governance review.
Benchmark Comparison
How your system's risk profile compares to validated benchmarks (if applicable).
Integration Support
Technical guidance on log format, data ingestion, and report interpretation.
What CCES Never Touches
System Internals
- • Model weights
- • Reward functions
- • Policy parameters
- • Training data
- • Observation space
Runtime Control
- • Does not modify behavior
- • Does not intervene in decisions
- • Does not change rewards
- • Does not alter policies
- • Does not pause or restart
Key principle: CCES is a read-only diagnostic overlay. It observes and reports. It never modifies or controls the system it evaluates.
Integration Requirements
Log Access
CCES requires access to behavioral logs and evaluation runs. Logs should include actions, observations, rewards, and timestamps.
Domain-Native Signals
CCES works with signals native to your system's domain. No special instrumentation is required.
Evaluation Harness
Your system should support perturbation testing (controlled disruptions). CCES can work with existing evaluation infrastructure.
No Training Access Required
CCES does not need access to training loops or model internals. Evaluation-only access is sufficient.
Deployment Model
Pilot Evaluation
Initial assessment of your system. CCES is applied to existing logs and evaluation runs. No system modifications required.
Ongoing Monitoring
After pilot, CCES can be integrated into your evaluation pipeline for continuous risk assessment.
Audit Integration
CCES reports can be incorporated into audit workflows and governance reviews.
Limitations & Scope
CCES is a diagnostic tool with specific capabilities and limitations: