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Description

AI for Management Controllers: Reliable Data, Sharper Analysis, Clear Reporting

Reclaim on reporting production the time you lack to explain variances to operational teams

  • 0.43 days — 3 h
  • In-person or virtual
  • Intermediate
  • Up to 6 participants

Management controllers spend most of the closing period collecting, checking and reformatting data. Analysis comes last, when the executive committee is already waiting for the pack. Variance commentary is repeated month after month for lack of time to investigate the real cause.

This three-hour virtual workshop is designed for management controllers in post. Participants put artificial intelligence to work on preparation tasks, detect anomalies in a data set and produce variance commentary that remains fully under their control.

Learning objectives

  • Automate consistency checks on a management data set
  • Detect anomalies and series breaks in a monthly reporting pack
  • Produce evidence-based variance commentary from the available data
  • Generate formulas and queries from an instruction written in plain language
  • Review AI-assisted output before it is circulated to the executive committee

What makes this programme different

Exercises are based on a monthly reporting pack close to the participants' own
Every AI-assisted output goes through a consistency check before release
Effective prompts are captured in a reusable library

Programme

1Data preparation and reliability

Clean before you analyse

  • Prompts for reworking an accounting extract
  • Consistency checks and duplicate detection
  • Generating formulas and queries from a written request
  • Safeguards for confidential company data

2Variance analysis

Find the cause, not only the gap

  • Breaking down a variance into volume effect, price effect and mix effect
  • Identifying series breaks and outliers
  • Framing explanatory hypotheses to test with operational teams
  • Reviewing the reasoning produced by the tool

3Reporting to the executive committee

Say what matters in a few lines

  • Writing management commentary and prioritising key messages
  • Choosing chart formats that fit the message
  • Preparing for the questions likely to be raised in the meeting
  • The controller's accountability for the published figures

Who is it for

Management controllers · heads of management control · financial analysts and reporting managers.

Prerequisites

Hold a management control role and be comfortable working with spreadsheets.

Dates & locations

12 scheduled dates between November 2026 and December 2027. Seats are confirmed in the order enquiries are received.

November 2026

December 2026

January 2027

February 2027

March 2027

April 2027

May 2027

June 2027

September 2027

October 2027

November 2027

December 2027

None of these dates suit you? We open additional sessions on request, and any programme can be run privately for your team.

Practical details

Before the programme
Online positioning questionnaire. Your development objectives are shared with the trainer, who tailors the practical case studies to your context.
Teaching methods
Theoretical input, workshops and practical case studies. Digital course materials and method sheets provided.
Assessment
Multiple-choice tests and role-play exercises. Assessment of learning at the start and end of the programme, with immediate and 60-day follow-up evaluations.
After the programme
One year of access to the e-learning platform. Self-assessment of the skills acquired and a 30-day follow-up session with your trainer.
How to register
Registration online or on the basis of a quotation.
Lead time
11 working days after confirmation of registration.
Accessibility
Accessible to people of determination. Contact our accessibility coordinator to design a suitable solution: contact@mpf-academy.ae
Start dates
Rolling intake: in addition to the scheduled sessions, this programme can start on request.