01 · Agent Identity & AuthorizationValidated
Brokered Agent Delegation & Enterprise API Security
Secure cross-application agent action without broad standing privileges or independent superuser authority.
A deterministic Python implementation of user-bound delegation, OAuth 2.0 token-exchange concepts, OIDC claims validation, policy-as-code authorization, scoped delegated tokens, API-side enforcement, abuse-case testing, and evidence records for allow and deny decisions.
PythonOAuth 2.0OIDCPolicy as CodeRegoPytest
02 · Enterprise AI OperationsValidated
SecureTheCloud Operational Intelligence Fabric
Full-stack AI operations platform connecting telemetry, policy, AI investigation, human approval, and evidence replay.
A governed operations platform for regulated environments with a Go operational API, Python AI investigation service, Next.js workspace, OPA policy correlation, audit records, and human-in-the-loop decisions.
GoPythonNext.jsFastAPIOPADocker
03 · LLM Quality & Release EngineeringLive
LLM EvalOps & Release Evidence Platform
Deterministic evaluation, RAG quality, safety red-team testing, regression gates, and fail-closed release evidence.
A production-style Python evaluation platform with provider abstraction, JSONL datasets, prompt boundaries, model comparison, RAG metrics, safety checks, experiment tracking, model aliases, CI gates, and a public release dashboard.
PythonPytestRAG EvaluationGitHub ActionsOpenAI AdapterJSONL
04 · Healthcare AI AssuranceLive
ClinicalTrust Agent Evaluation Lab
Live healthcare RAG and agent evaluation with evidence export, integrity verification, and tamper detection.
A split-deployed healthcare governance demo evaluating groundedness, relevance, citation quality, hallucination risk, policy compliance, and reviewer approval using synthetic scenarios.
PythonRAGEvaluationEvidence PackagesSHA-256Cloudflare Pages
05 · Microsoft AI GovernanceIn build
Microsoft Copilot Governance Lab
Simulation-first Copilot governance control plane with schema-backed evidence, CI validation, and doctrine alignment.
A governed domain implementation for Microsoft Copilot adoption covering risk intake, data leakage scenarios, access boundaries, evidence workspaces, and executive reporting.
PythonMicrosoft CopilotEntra IDPurviewDLPJSON Schema
06 · Data Security & AI GovernanceIn build
DSPM AI Governance Lab
Data-centric AI readiness workflow for sensitive-data discovery, exposure analysis, risk scoring, and audit evidence.
A synthetic-data-only DSPM platform foundation for GenAI and agent access, including policy rules, a Python API, scoring tests, and executive posture artifacts.
PythonFastAPIDSPMPurview PatternsRisk ScoringPolicy Rules
07 · Trust & Safety ArchitectureArchitecture
Synthetic Media Governance Control Plane
Layered deepfake and impersonation governance using provenance, multiple detection signals, risk scoring, and human review.
A phased control-plane design for image, audio, and video intake, custody, C2PA-style provenance, model checks, quarantine, escalation, and audit records.
C2PAProvenanceRisk ScoringHuman ReviewChain of CustodyDeepfake Detection