# Naïm Bentaleb – AI Strategy & Operating Model Advisor (Full) > I help CEOs move AI from pilots to production – with the operating model to scale it. This is the extended version of llms.txt for naimbentaleb.com – an AI strategy and operating model advisory practice serving CEOs and boards across Europe and Africa. --- ## Identity **Name:** Naïm Bentaleb **Domain:** naimbentaleb.com **Title:** AI Strategy & Operating Model Advisor **Specialization:** AI value capture, workflow redesign, and operating models for CEOs and boards **Geography:** Europe (Belgium, France, Netherlands, Luxembourg) and Africa (Morocco) **Languages:** French, English, Dutch, Arabic **Background:** - CEO & Founder, Xpertize Group – 18+ years building and operating cross-border talent businesses (Europe & Africa) - MIT Applied AI Program - Wharton Executive Education - Solvay Brussels School of Economics and Management - Operational P&L responsibility across multiple countries, compliance regimes, and regulatory environments - Deep domain in workforce-intensive industries: recruitment, BPO, banking, telecom, logistics **What Naïm IS:** - An AI strategy advisor who helps CEOs move AI from pilots to production - An operator who has built and governed complex systems in production across borders - An evidence-based thinker who designs operating models that capture measurable AI value **What Naïm is NOT:** - An HR tech consultant - A recruitment AI specialist - A prompt engineering trainer - A "future of work" futurist - A tool vendor or reseller --- ## Services – Tier 1: Core Advisory ### 01 – AI Value & Governance Sprint - **Duration:** 2–3 weeks - **Buyer:** CEO, CDO, Board - **Description:** A rapid diagnostic for executive teams ready to capture AI value. Identifies the highest-value AI use cases, maps workflows to redesign, quantifies ROI potential, and delivers a 90-day execution roadmap with governance guardrails built in. - **Deliverables:** - AI maturity diagnosis across the organization - 5–10 mapped and prioritized high-value use cases - Workflow redesign roadmap - Governance & risk framework by autonomy level - 90-day execution roadmap with milestones - Board-ready executive presentation deck ### 02 – Executive AI Operating Model - **Duration:** 4–8 weeks (60–90 days) - **Buyer:** CEO + Executive Committee - **Description:** For organizations ready to embed AI into how they actually operate. Designs the operating model that scales AI – decision rights, workflow redesign, intake pipeline, governance charter, and workforce adoption plan. - **Deliverables:** - Everything in the Sprint - AI ownership & decision rights structure - Pilot initiative launch with governance guardrails - Board-level narrative and reporting cadence - Change management & workforce adoption framework - Implementation roadmap - Operating model document and decision rights matrix ### 03 – AI Oversight Retainer - **Duration:** Monthly, ongoing - **Buyer:** CEO, Board - **Description:** Monthly board-grade strategic counsel for leadership teams scaling AI in production. AI portfolio review, ROI tracking, risk oversight, board preparation, and CEO coaching. - **Deliverables:** - Monthly executive advisory sessions - On-demand strategic input between sessions - Initiative review & course correction - Board deck AI section preparation - Monthly governance report and risk dashboard - Priority access & rapid response --- ## Services – Tier 2: Vertical Applications ### 04 – Augmented HR Sprint - **Duration:** 2 weeks - **Buyer:** CHRO, VP People, Talent Director - **Description:** AI diagnostic for People & Talent functions. Maps every AI tool in use, identifies workflow redesign opportunities, classifies risk levels, defines decision rights, checks GDPR/CNDP compliance, and delivers a 90-day adoption roadmap that captures measurable value. - **Framing:** "AI Value Capture Applied to Talent & People Systems" - **Deliverables:** - AI tool inventory across HR/talent functions - Workflow redesign opportunities mapped - Risk classification by autonomy level - Decision rights matrix for talent AI - GDPR/CNDP compliance check - 90-day roadmap ### 05 – Governance-Aware AI Adoption for HR Teams - **Duration:** Modular - **Buyer:** CHRO, L&D Director - **Description:** A 10-module AI adoption program designed for HR & Talent teams. Ethics, GDPR, and governance built into every session. Focuses on practical value capture. Works without LLM access (9 of 10 modules). - **Framing:** "Governance-Aware AI Adoption" – not "AI upskilling" or "AI training" - **Deliverables:** - 10 modules (21.5 hours total) - Interactive assessment & prompt tools - ROI measurement framework - Works without LLM access --- ## Governance Frameworks (Intellectual Property) ### AI Autonomy Levels Model A four-level classification system – Assisted, Supervised, Delegated, Autonomous – that maps AI agent capabilities to operating model and governance requirements. Used to determine oversight intensity, decision rights, and risk controls for each deployment. Each level specifies: - What the AI can do independently - What requires human approval - Operating model and governance controls required - Risk tier mapping ### Decision Rights Matrix A structured model for assigning accountability across AI-augmented decisions. Maps four key roles: - **Who proposes** – initiates the AI-augmented decision - **Who approves** – authorizes action - **Who overrides** – intervenes when needed - **Who audits** – reviews outcomes Prevents the accountability vacuum that undermines most AI deployments. ### Governance Stack Diagram (Coming Soon) Architecture framework for enterprise AI operating models – from data layer through model layer to decision layer and oversight layer. ### Risk Tiering Framework (Coming Soon) Risk classification model for AI deployments based on impact severity, decision autonomy, regulatory classification, and reversibility. --- ## Regulatory Grounding All advisory work is grounded in specific regulatory and standards frameworks: - **EU AI Act** – High-risk classification, conformity assessment, transparency obligations - **GDPR** – Automated decision-making (Article 22), data protection impact assessments - **CNDP** (Morocco) – Commission Nationale de contrôle de la protection des Données à caractère Personnel - **NIST AI RMF** – AI Risk Management Framework - **ISO 42001** – AI Management System standard - **Digital Morocco 2030** – National digital strategy --- ## Target Markets & Ideal Client Profile ### Primary Markets - Francophone Europe: Belgium (Wallonia, Brussels), France, Luxembourg - Dutch-speaking: Belgium (Flanders), Netherlands - Francophone Africa: Morocco ### Ideal Client - CEO, CDO, or Board member - Company size: 200–5,000 employees (mid-market) - Sector: workforce-intensive industries (banking, telecom, BPO, logistics, recruitment) - Trigger: stalled AI pilots ("pilot purgatory"), need to quantify AI ROI, board questions about AI value and risk, shadow AI proliferation, EU AI Act readiness --- ## Operating Principles 1. **Value first, governance built in.** Every engagement starts by identifying where AI creates the most business value – then designs the operating model to capture it. Governance is embedded, not bolted on. 2. **Evidence over assertion.** Cite sources. Qualify claims. Name frameworks. No unsubstantiated statements. 3. **Board register, always.** Write for the person who reports to a board – not the person who builds dashboards. 4. **AI is an operating discipline** – not a destination, not a transformation. 5. **The operating model is the competitive moat – not the algorithm.** Models commoditize. How you structure decisions, authority, and execution is the differentiator. --- ## Contact & Links - **Website:** https://www.naimbentaleb.com - **Email:** naim@naimbentaleb.com - **LinkedIn:** https://www.linkedin.com/in/naimbentaleb/ - **Based:** Casablanca, Morocco - **Operating in:** Morocco, Belgium, France, Netherlands, Luxembourg ### Site Pages - [Blog](https://www.naimbentaleb.com/blog) – Daily articles on AI strategy, HR, change management, Africa business - [Home](https://www.naimbentaleb.com/) - [Services](https://www.naimbentaleb.com/services) - [About](https://www.naimbentaleb.com/about) - [Augmented HR](https://www.naimbentaleb.com/augmented-hr) - [Insights](https://www.naimbentaleb.com/insights) - [Contact](https://www.naimbentaleb.com/contact) ### Translated Versions - [Accueil (FR)](https://www.naimbentaleb.com/fr/) - [Services (FR)](https://www.naimbentaleb.com/fr/services) - [À propos (FR)](https://www.naimbentaleb.com/fr/about) - [Home (NL)](https://www.naimbentaleb.com/nl/) - [Services (NL)](https://www.naimbentaleb.com/nl/services) - [Over (NL)](https://www.naimbentaleb.com/nl/about)