AI Programs / AI-Driven Talent Management, Succession & Executive Decision-Making

AI-Driven Talent Management, Succession & Executive Decision-Making

An Executive Program for HR Leadership

5 daysNo coding neededApplied AI & Agentic Transformation

Request a ProposalA written scope, plan and fee for your team. See dates Course leaflet (PDF)

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Mostafa Azzam at a conference workshop in Dubai: making it concrete

Conference workshop, Dubai

Course overview

Why this program

This five-day executive program gives senior HR and talent leaders a structured way to make, and defend, the decisions that determine whether critical capability survives: who holds the roles that cannot fail, who succeeds them, and where AI sharpens that judgment or quietly erodes it.

It opens with one challenge, “Where does talent break first?”, and then follows the logic of the decisions leaders actually face: from business strategy to the capabilities it requires, from critical roles to talent risk, and from readiness to succession, knowledge continuity, development, retention, and governance. AI is embedded in those decisions, never taught as a separate subject: algorithms inform decisions; they never make them.

Participants work with the Critical Role Radar, an executive simulation built around AI-generated recommendations, and a Decision and Action Log, and leave with ready-to-use toolkits covering critical positions, talent assessment, succession, continuity, development, career architecture, mobility, and retention. The program culminates in a hands-on build of a governed, no-code talent decision workflow.

At a glance

PortfolioApplied AI & Agentic Transformation

Duration5 days

Designed and led byMostafa Azzam

Request a ProposalA written scope, plan and fee for your team. Download the course leaflet (PDF) Request the full course outline

Course objectives

By the end, participants will be able to

01Identify the roles their organization cannot afford to lose, and explain why criticality is not the same as seniority.

02Distinguish where AI sharpens succession judgment and where it manufactures false confidence.

03Define what a governed, defensible talent decision looks like, on paper and under challenge.

04Determine what must stay a named human decision, whatever the model recommends.

05Apply the Critical Role Radar, 9-Box Guide, and Decision and Action Log to real talent decisions in their own organization.

06Build a governed, agentic workflow that turns talent evidence into accountable succession decisions.

The learning journey

From understanding to a working build

1 Challenge2 Map3 Assess4 Decide5 Build

Capstone Project. Build a governed, no-code talent decision workflow that routes each critical-role call to a named human decision-maker.

How it runs

This program follows our decision-centered learning design, combining:

Opening Challenges. Practical challenges that surface participants’ assumptions before frameworks are introduced.
Expert-Led Briefings. Concise, evidence-based input on concepts, frameworks, and emerging practice.
Case Studies and Simulations. Realistic situations with genuine choices, where participants decide, defend, and reconsider.
Hands-on Activities. Applying tools and frameworks, including AI tools, to participants’ own work.
Ready-to-Use Tools and Templates. Practical resources delegates can apply immediately in the workplace.