✦ 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.

26
Artifacts
3
Practice areas
3
Live interactive tools
23
Available on request
Behind the work

Dr. Vianney Chimezie

Dr. Vianney Chimezie 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
Register 🔒 By request

Aegis AI Audit Checklist

$3,500 · 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 · 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 · 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 · 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 · 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

$3,500 · 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

$2,500 · includes walkthrough

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

RiskRegisterGovernance
Guide 🔒 By request

AI Risk Register — How-To Guide

$2,000 · includes walkthrough

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

RiskHow-ToGuide
Briefing 🔒 By request

AI Risk Register — White Paper

$2,000 · includes walkthrough

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

RiskWhite PaperGovernance
Guide 🔒 By request

AI Standards Study Guide

$2,000 · 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
Assessment Model 🔒 By request

Emerging AI Impact Assessment Model

$2,500 · 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 · 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 · 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 · 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 · 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 · 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 · 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 · 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 · includes walkthrough

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

PolicySafety ReviewCrosswalk
Briefing 🔒 By request

Nigeria Oil & Gas — AI Strategy Pitch

$2,000 · 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

$2,000 · includes walkthrough

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

Oil & GasUse CasesIndustry
Register 🔒 By request

Real-World Impact Monitoring Register

$2,500 · 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 · includes walkthrough

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

GovernanceCouncilBriefing