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AI at Work — Finance & Analysis

ROLE TRANSFORMATION

Intensity Level

APPLIED · ROLE TRACK

Operational Duration

6 WEEKS

Course Code: R2-FIN

AI at Work — Finance & Analysis

Enrolment

Dates announced soon

Register your interest and we'll tell you when the next cohort opens.

Deep-Dive Specializations

Module Tracks

01 // Specialization Arrays

Spreadsheet Automation

Get formulas from plain English, clean messy data fast, and explain inherited spreadsheets. Test every AI result on known data before use.

  • Formula generation and testing
  • Data structuring and de-duplication
  • Verification habits and checklists
  • Copilot inside Excel

Data Analysis & Insight

Summarize datasets, surface trends with AI as a spotlight, and ask sharp analytical questions. Trace every claim back to the data before trusting it.

  • Dataset summaries and reconciliation
  • Trend detection and verification
  • Analytical question framing
  • Bias and confidence checks

Reporting & Forecasting

Turn verified figures into clear narratives, build exec summaries, and create reporting helpers with approval gates. Assistance, never decision-making.

  • Plain-English narrative from numbers
  • Executive summary extraction
  • Scenario structure and assumptions
  • No-code reporting helper workflows

Badge Achievement Hierarchy

Progression Pathway

  1. 01

    Analyst Newcomer

    Lvl 01

  2. 02

    Finance AI Practitioner

    Current Tier

  3. 03

    Data & AI Analyst

    Lvl 03

WEEKLY PLAN

Timeline // 6 weeks · 4 role modules + capstone

Wk 1-2

Shared Core

AI Foundations & Guardrails

Cross-role essentials: how AI works, safe use, prompt craft, and the verify-always principle.

Online + Live Lab

Wk 3

Spreadsheet Automation

From formulas to verification

Test AI-generated formulas, clean data systematically, understand inherited sheets. Hands-on with reconciliation.

Online + Lab

Wk 4

Data Analysis

Spotlight, then verify

Summarize datasets, use AI to flag trends, trace back to source. Ask better questions. Capture baseline metrics.

Online + Lab

Wk 5

Reporting & Forecasting

Numbers to narrative

Draft reports from verified figures, exec summaries for leadership, build a small reporting helper with approval gates.

Online + Lab

Wk 6

Capstone

Role Transformation Project

Choose a recurring process, build the full workflow, measure time saved and accuracy held, present findings. Certificate-gating.

Lab + Presentation

Technical Deliverables

System deployments you will depart with, fully optimized for production environments.

Forge Guarantee

Complete a recurring finance process (report, reconciliation, or analysis) faster and measurably more accurate, with AI assisting and you verifying every number.
01_WORKFLOW

AI-Assisted Workflow

Documented end-to-end process combining data cleaning, analysis, and reporting with verification and approval steps preserved.

02_METRICS

Before/After Impact Report

Time saved and accuracy metrics demonstrating the workflow improves efficiency without compromising verification or financial integrity.

03_CAPSTONE

Role Transformation Presentation

Five-slide pitch on the automated recurring process, controls preserved, and next steps. Certificate-gating deliverable.