✦ Applied AI Governance Portfolio

Governing AI, in practice.

A working portfolio of interactive tools, governance frameworks, registers, and playbooks — the practical instruments for building, assuring, and overseeing AI you can trust.

38
Artifacts
3
Practice areas
15
Live interactive tools
32
Available on request
Dr. Vianney C.
Behind the work

Dr. Vianney C.

Dr. Vianney C. helps organizations adopt AI at enterprise scale without losing control of security, privacy, compliance, or trust. She has led global cybersecurity, AI governance, and data privacy programs across multinational organizations, designing the operating models, governance frameworks, and executive decision making processes that enable innovation while reducing risk.

The library

All artifacts

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Interactive Tool Interactive

AI Feature Launch Gate (Interactive)

An interactive launch-gate that walks an AI feature through the safety, governance, and readiness checks required before it ships.

Launch GateAssuranceGovernance
Interactive Tool Interactive

AI Lifecycle Tooling Library

A browsable library of tooling mapped across the AI lifecycle — data, build, evaluation, deployment, and monitoring — so teams can see what to use at each stage.

AI LifecycleToolingMLOps
Interactive Tool Interactive

AI Use-Case, Tooling & Governance Explorer

An interactive explorer that maps AI use cases to the tooling, controls, and governance guardrails each one needs — from selection through deployment.

AI GovernanceUse CasesTooling
Interactive Tool Interactive

Cyber Risk Assessment

A structured, standards-aligned method for identifying assets, threats, and vulnerabilities, then rating each risk by likelihood and impact. Risk levels calculate automatically using the NIST SP 800-30 model.

Cyber RiskNIST SP 800-30Assessment
Interactive Tool Interactive

Cybersecurity Audit Checklist

A complete controls audit covering all 18 CIS Critical Security Controls v8.1 — 153 safeguards — cross-mapped to NIST CSF 2.0 and ISO/IEC 27001:2022. Score implementation and filter by Implementation Group to scope to your maturity.

CIS ControlsNIST CSFISO 27001Audit
Interactive Tool Interactive

Security Architecture & Zero Trust

Assess and mature a zero-trust architecture across the five CISA pillars — identity, devices, networks, applications and workloads, and data — plus cross-cutting capabilities. Aligned to NIST SP 800-207 and the CISA Zero Trust Maturity Model 2.0.

Zero TrustNIST SP 800-207CISAArchitecture
Register 🔒 By request

Aegis AI Audit Checklist

$3,500 USD · includes walkthrough

A comprehensive assurance checklist for auditing AI systems against governance, safety, and control expectations.

AuditAssuranceChecklist
Playbook 🔒 By request

AI Feature Launch Gate Playbook

$3,500 USD · includes walkthrough

The playbook behind the launch gate: the criteria, roles, and decision flow for approving an AI feature to go live.

Launch GatePlaybookAssurance
Register 🔒 By request

AI Feature Launch Gate Tracker

$2,500 USD · includes walkthrough

A tracking workbook to run features through the launch gate — capturing checks, owners, decisions, and sign-off status.

Launch GateTrackerAssurance
Register 🔒 By request

AI Feature Safety & Privacy Launch Gate

$2,500 USD · includes walkthrough

A launch-gate workbook that checks an AI feature against both safety and data-privacy requirements before release — the privacy crossover of the launch-gate series.

PrivacySafetyLaunch Gate
Playbook 🔒 By request

AI Governance Playbook — Financial Institution

$3,500 USD · includes walkthrough

An end-to-end AI governance playbook tailored to a financial institution's regulatory, risk, and model-governance context.

GovernancePlaybookFinancial Institution
Template 🔒 By request

AI Governance Playbook — Master Template

$5,000 USD · includes walkthrough

A reusable master template for building an organization's AI governance playbook — adapt the sections to your own context.

GovernancePlaybookTemplate
Register 🔒 By request

AI Risk Register

$3,900 USD · includes walkthrough

A reusable register for logging, scoring, and tracking AI risks with owners, mitigations, and residual-risk ratings.

✦ Includes 2 supporting resources
  • AI Risk Register — How-To Guide
  • AI Risk Register — White Paper
RiskRegisterGovernance
Guide 🔒 By request

AI Risk Register — How-To Guide

A step-by-step guide to setting up and running the AI Risk Register: fields, scoring, ownership, and review cadence.

✦ Supplied with AI Risk Register

RiskHow-ToGuide
Briefing 🔒 By request

AI Risk Register — White Paper

A white paper on why and how to run an AI risk register, and how it fits into a broader responsible-AI program.

✦ Supplied with AI Risk Register

RiskWhite PaperGovernance
Guide 🔒 By request

AI Standards Study Guide

$2,000 USD · includes walkthrough

A study guide covering the major AI standards and frameworks — a reference for practitioners preparing for governance and assurance work.

AI StandardsStudy GuideReference
Interactive Tool 🔒 By request

Application Security & Secure SDLC

$3,500 USD · includes walkthrough

Embed security across the software lifecycle — requirements, threat modeling, secure implementation, testing, release, CI/CD, and AI/LLM applications. Aligned to OWASP ASVS 5.0, the OWASP Top 10:2025, and SAMM.

AppSecOWASPSecure SDLCLLM Security
Interactive Tool 🔒 By request

Business Continuity & Disaster Recovery

$3,500 USD · includes walkthrough

Build organizational resilience — a continuity program, business impact analysis, recovery strategy and backups, continuity and DR plans, testing and exercises, and plan maintenance. Aligned to ISO 22301 and NIST SP 800-34.

Business ContinuityDisaster RecoveryISO 22301
Interactive Tool 🔒 By request

Cloud Security Assessment

$3,500 USD · includes walkthrough

Assess and harden cloud posture across nine control areas — shared responsibility, identity, data, network, logging, workloads, secrets, and cloud incident response. Aligned to CSA CCM v4.1, CIS Foundations Benchmarks, and provider best practice.

Cloud SecurityCSA CCMCIS Benchmarks
Interactive Tool 🔒 By request

Cryptography & Key Management

$3,500 USD · includes walkthrough

Govern cryptography end to end — approved algorithms, the key-management lifecycle, PKI and certificate management, transport security, post-quantum readiness, and crypto governance. Aligned to NIST SP 800-57, FIPS 186-5, and the 2024 post-quantum standards.

CryptographyKey ManagementPKIPost-Quantum
Interactive Tool 🔒 By request

Cyber Impact Assessment (BIA)

$3,500 USD · includes walkthrough

Quantify the business consequences of a cyber incident across five impact dimensions, set recovery objectives (RTO/RPO/MTD), and tier each process by criticality. Ratings follow the worst-case rule and feed directly into continuity and recovery planning.

Business ImpactBIARecovery Objectives
Assessment Model 🔒 By request

Emerging AI Impact Assessment Model

$2,500 USD · includes walkthrough

A structured model for assessing the potential impact of emerging AI capabilities, with a companion write-up explaining how to apply it.

Impact AssessmentEmerging AI
Assessment Model 🔒 By request

Emerging Capability Preparedness Review

$2,500 USD · includes walkthrough

A review template for assessing organizational readiness to handle emerging AI capabilities and the risks they introduce.

Emerging CapabilitiesPreparedness
Playbook 🔒 By request

External Expert Consultation & Workshop Toolkit

$3,500 USD · includes walkthrough

A toolkit for running structured external-expert consultations and workshops — planning, facilitation, and capturing findings.

GovernanceWorkshopConsultation
Assessment Model 🔒 By request

Financial Crimes AI — Cost-Benefit & ROI Model

$2,500 USD · includes walkthrough

A working model for quantifying the cost, benefit, and return on investment of AI initiatives across a financial-crimes program.

Financial CrimesROICost-Benefit
Playbook 🔒 By request

Financial Crimes AI — Explainability & Auditability Playbook

$3,500 USD · includes walkthrough

A practical playbook for making financial-crimes AI models explainable and auditable to regulators, model-risk teams, and internal audit.

Financial CrimesExplainabilityAuditability
Framework 🔒 By request

Financial Crimes AI — Model Governance Framework

$3,500 USD · includes walkthrough

A governance framework defining roles, controls, and review gates for AI models used across anti-financial-crime functions.

Financial CrimesModel GovernanceFramework
Register 🔒 By request

Financial Crimes AI — Model Governance Pack

$3,500 USD · includes walkthrough

A ready-to-use workbook of model inventory, controls, and review tracking to operationalize governance for financial-crimes AI models.

Financial CrimesModel GovernanceControls
Framework 🔒 By request

Financial Crimes AI — Use-Case Prioritization Roadmap

$2,500 USD · includes walkthrough

A structured roadmap for scoring and sequencing financial-crimes AI use cases by value, feasibility, and risk.

Financial CrimesPrioritizationRoadmap
Framework 🔒 By request

Model Policy & Safety Review Crosswalk

$2,500 USD · includes walkthrough

A crosswalk mapping model policies to safety-review requirements, so teams can see how each policy is evidenced during review.

PolicySafety ReviewCrosswalk
Interactive Tool 🔒 By request

Network Security Hardening — Templates & How-Tos

$3,500 USD · includes walkthrough

Practical, standards-aligned hardening across eight domains — architecture, firewalls, remote access, wireless, device hardening, monitoring, and access control. Each domain pairs best-practice guidance with a step-by-step how-to and a trackable checklist.

Network SecurityHardeningCISACIS
Briefing 🔒 By request

Nigeria Oil & Gas — AI Strategy Pitch

$5,000 USD · includes walkthrough

A strategy pitch for applying AI responsibly across Nigeria's oil & gas sector — opportunities, value, and the governance to make it safe.

Oil & GasNigeriaAI Strategy
Guide 🔒 By request

Oil & Gas — AI Use Cases

$5,000 USD · includes walkthrough

A catalog of high-value AI use cases across the oil & gas value chain, with the governance considerations for each.

Oil & GasUse CasesIndustry
Interactive Tool 🔒 By request

OT / ICS / IoT Security

$3,500 USD · includes walkthrough

Secure operational technology, industrial control systems, and IoT — segmentation and the Purdue model, IEC 62443 zones and conduits, secure remote access, OT-aware patching and monitoring, safety systems, and IoT device hardening.

OT SecurityICSIEC 62443IoT
Interactive Tool 🔒 By request

Privacy Program & Data Protection

$3,500 USD · includes walkthrough

Operate a defensible privacy program — governance and Privacy by Design, data mapping and ROPA, lawful basis and consent, data-subject rights and DSAR handling, DPIAs, cross-border transfers, vendors, and breach response. Aligned to GDPR and CCPA/CPRA.

PrivacyGDPRCCPADPIADSAR
Register 🔒 By request

Real-World Impact Monitoring Register

$2,500 USD · includes walkthrough

A register for monitoring the real-world impact of deployed AI — capturing incidents, harms, benefits, and follow-up actions over time.

ImpactMonitoringRegister
Briefing 🔒 By request

Responsible AI Council — Briefing Pack

$2,000 USD · includes walkthrough

A ready-to-present briefing pack for a Responsible AI Council: mandate, agenda, decision rights, and standing reporting.

GovernanceCouncilBriefing
Interactive Tool 🔒 By request

Threat Intelligence & Threat Modeling

$3,500 USD · includes walkthrough

Build a threat-informed defense — the intelligence lifecycle and tiers, MITRE ATT&CK, Kill Chain and Diamond models, STIX/TAXII sharing, structured threat modeling with STRIDE and PASTA, and operationalizing intelligence into detection and hunting.

Threat IntelligenceMITRE ATT&CKThreat Modeling