Agents & Architecture
Deterministic and probabilistic methods working in concert — human-in-the-loop at every gate, early and often — agents callable via API, orchestrators coordinating multi-agent workflows.
◆ Specialized Agents
Each agent is independently callable via API. Orchestrator agents coordinate multi-agent pipelines for complex workflows.
Evaluation — Standard Analysis
INS
Instructions
Structure, Intent, UX
ETH
Ethos
Ethics, Responsibility
BIA
Bias
Fairness, Inclusion
SAF
Safety
Validation, Boundaries
SYN
Synthesis
Unified Risk Strategy
CSR
Cave Scorer
Scenario Scoring
DBS
Differential Bias Scorer
Bias Delta Detection
CSA
Custom Scenario Agent
Domain Scenarios
SNT
Sentinal
Anomaly Detection
Advanced Evaluation Modes
CoS
Cave of Shadows
Red-Team Attacks
RUB
Custom Test Suite
Domain-Specific Rubric
INV
Investigation
Black-Box Discovery
KBA
KB Audit
Knowledge Base Review
Orchestrator
UNI
Unified Orchestrator
Standard Pipeline
CAV
Cave Orchestrator
Red-Team Pipeline
ROR
Rubric Orchestrator
Custom Assessment
BPR
Bias Probe
Differential Detection
Build Pipeline
ARC
Architecture
Platform Recommendation
FIT
Fitness Check
PRD Viability
WFD
Workflow Design
Flow Mapping
WRI
Instruction Writer
System Instructions
ART
Artifact Generator
Platform Artifacts
INT
Interview Agent
Stakeholder Analysis
Repair & Operationalization
RPR
Repair
Instruction Rewrite
OPS
Operationalization
Launch Package
TRK
Track
Analytics & Drift
REM
Remediation
Vulnerability Fix
Portfolio & Roadmap
SP
Strategic Prioritization
Portfolio Ranking
ADR
Adoption Roadmap
Migration Planning
DYS
Dysfunctionality Traits
Org Friction Analysis
RMS
Roadmap Synthesis
Sequencing & Phasing
Research & Analysis
DRA
Deep Research
Multi-Source Investigation
TRA
Trace Analysis
Execution Trace Review
RGM
Regulatory Mapping
Compliance Mapping
Governance
ORG
Org Readiness
Governance Maturity
INF
InfoSec
Security Review
LGL
Legal Compliance
Regulatory Review