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Intermediate · Data, Analytics & ML

I2AI-Assisted Decision Making & Workflows

Put AI to work on your recurring analysis: faster insights, better decisions, repeatable workflows.

Who it's for

Professionals who use data and AI tools to support recurring analysis and decision-making.

You'll walk away with

An AI-assisted workflow plus an adoption approach

Apply AI tools to analyze data, generate actionable insights, and develop practical AI-assisted workflows for recurring workplace decisions.

Format

Lectures + hands-on workshops

Assessment

Pre- and post-tests; hands-on workshop activities

Tools & platforms

LLM assistants (e.g., Claude) and extensionsExcel

Programme Curriculum

What you'll be able to do

  • Explain how LLM and agentic AI tools can support workplace decisions
  • Use AI tools to analyze Excel data and generate actionable insights for workplace decision-making
  • Develop a practical workflow for integrating AI tools into recurring workplace processes

Your learning journey

  1. Module 1

    Understanding AI Capabilities and Applying AI for Workplace Decisions

    • Generative AI for Decision SupportGenerative AI; Large Language Models (LLMs); decision support; pattern identification; performance comparison; AI limitations
    • Prompt Engineering for Structured Data AnalysisPrompt engineering for structured data; Excel analysis with AI assistants; reusable prompt structures; recurring analysis workflows
    • Business Problem FramingDecision-centric problem framing; data question formulation; 5 Whys; 5W1H; AI-assisted analysis structuring
    • AI-Assisted Decision WorkshopData analysis; insight generation; action recommendation; AI-assisted workflow design; peer review; draft reusable workplace workflow

  2. Module 2

    Knowledge Sharing and Progress Review

    • Knowledge Sharing & Workflow RefinementProgress review; challenge identification; workflow refinement; peer feedback; AI tool adoption planning

  3. Module 3

    Sustaining a Data-Driven Mindset and Final Presentation

    • Data Governance for Agentic AIAgentic AI governance; data access; data privacy; accuracy and consistency; roles and oversight; reliable AI-assisted decision-making
    • From Workflow to AdoptionSuccess metrics; workflow integration; human oversight; continuous improvement
    • Final PresentationAI-assisted workflow presentation; expected benefits; implementation considerations; practical adoption plan