AI Upskilling & Capability Development

Applied AI for Managers

A practical, full-day program that equips senior managers with the frameworks, tools, and confidence to lead AI adoption in their teams — built around real enterprise case studies and immediately applicable skills.

Format

Full-Day Workshop

Duration

8 Hours

Delivery

In-House or Public

Audience

Senior Managers & Leaders

Language

English

What You Will Learn

Three Things Every Manager
Walks Away With

01

Understand the role of AI in improving team productivity through AI-driven workflows

02

Identify and prioritize practical AI use cases for team-level productivity improvements

03

Develop a concrete AI adoption roadmap for the team, focusing on measurable outcomes and safe implementation

Our Methodology

Built Around the Proprietary 4D Framework

The 4D Framework is the backbone of every Applied AI for Managers program. It gives managers a structured, sequential process — from spotting the right opportunities all the way through scaling what works.

Phase 1

Discover

Understand where AI creates real value — and where it doesn't. Map your team's AI readiness across data, process, and culture.

AI value traps to avoid Current AI landscape Organizational readiness scoring

Phase 2

Decide

Prioritize the right use cases and build the investment case that gets leadership buy-in — without the guesswork.

Use case prioritization Defining success metrics Building the investment case

Phase 3

Design

Redesign processes around human-AI collaboration — with clear task allocation, feedback loops, and risk guardrails.

Human-AI task allocation Process redesign Risk and failure patterns

Phase 4

Duplicate

Review what worked, extract replicable patterns, and build the organizational infrastructure to scale AI across the business.

Pilot review and diagnosis Replication strategy Building AI capability long-term
Course Content

What We Cover in the Program

Discover

Reading the AI Landscape

Learn to calibrate your AI awareness across three dimensions: what AI can genuinely do today, where it commonly fails, and where its capabilities are heading. Includes the Three Value Trap framework — Information Latency, Human Bandwidth, and Personalization at Scale.

Discover

Organizational Readiness Assessment

Diagnose your team's readiness across data quality, process stability, and change readiness — using a structured scoring tool you can apply immediately after the program. Case study: DBS Bank's AI transformation journey.

Decide

Use Case Prioritization

Cut through the noise of AI pilot projects. Learn to evaluate use cases across value potential, learning richness, and reversibility — and avoid the three most common prioritization traps that derail AI investments.

Decide

Building the Investment Case

Develop a credible business case for AI investment — including how to define output and outcome metrics, frame learning value, and calculate the cost of not deciding. Case study: Morgan Stanley's AI wealth management platform.

Design

Human-AI Task Allocation

Learn the four archetypes of human-AI collaboration based on judgment intensity and consequence of error. Map your team's tasks to the right archetype and redesign workflows for maximum impact without sacrificing accountability.

Duplicate

Scaling What Works

Move from a successful pilot to sustainable AI capability. Learn to diagnose what drove results, decide what to replicate versus what to rebuild, and put the governance and learning infrastructure in place for the long run. Case study: JPMorgan COIN.

Who Should Attend

Built for Leaders,
Not Technologists

This program is designed for managers who need to make smart decisions about AI — not build it. No coding knowledge or technical background required.

Senior Managers & Team LeadsResponsible for team performance and process improvement

L&D and HR Business PartnersDesigning capability programs for the AI era

Business Unit LeadersBuilding the case for AI investment within their function

C-Suite & Senior ExecutivesSeeking strategic clarity on where and how to act on AI

What Makes This Different

Discovery before reveal

Every framework is experienced before it's explained — participants surface their own thinking first, then see it structured.

Real enterprise case studies

DBS Bank, Morgan Stanley, and JPMorgan COIN — real decisions, real trade-offs, real lessons your team can learn from.

Immediately applicable

Each phase ends with an 'Apply at Work' canvas — participants leave with a tangible output they can use on Monday.

Upcoming Public Seminar
Open for Registration

Applied AI for Managers
— The Seminar

Join us for the inaugural public run of Applied AI for Managers. A full-day immersive session where you will work through the 4D Framework with peers from across industries — and leave with a concrete plan.

Date September 29, 2025
Location Kuala Lumpur, Malaysia
Duration Full Day
Seats Limited
Register Your Interest
29
September 2025
Kuala Lumpur Malaysia
Get the Full Details

Ready to Bring This Program
to Your Organization?

Download the full program brochure for detailed content, facilitator notes, and in-house pricing — or speak with us directly to discuss a custom run for your team.

Questions? Email us at precena_my@precena.com