Management control: accurate figures sooner, and time to explain them
Management control holds the company’s economic reading: budget, reforecast, margins, cost prices and the management reporting on which the executive committee makes its calls. A large part of the job is collecting, reconciling and adjusting data from the ERP, payroll and many files: that is where automation shows first.
Between finance leadership, operations and the executive committee
The management controller works with accounting on the close, with operations — sales, purchasing, production, site managers — to understand what lies behind the figures, and with leadership to prepare decisions. The role is not to produce tables but to say why the margin moves and what to do about it. The more time collection and reconciliations absorb, the less is left for analysis and dialogue with the business.
A typical day.
- MorningCheck the data loaded overnight from the ERP and spot missing or misallocated entries.
- MiddayAnswer an operations director asking why the margin on their scope has dropped.
- AfternoonAnalyse variances between actuals, budget and reforecast, and track down their cause with operations.
- Every weekUpdate the sales, margin and cash dashboards shared with managers.
- Month endPost the adjustments, reconcile the ERP with business files and close the management P&L for the month-end close.
- Every quarterPrepare the reforecast and the executive committee pack, with commentary on variances.
What the role is measured on.
- Lead time to produce the monthly reporting
- Reliability of the management P&L at close
- Margin by product, channel, customer and project
- Variances between actuals, budget and reforecast
- Working capital trend: inventory, receivables, payables
- Share of time spent on analysis rather than collection
Indicators are named, never quantified: levels depend on each company, and the diagnostic measures them.
The problems that come up most.
A close that absorbs everything
Extractions, collection and reconciliations take up most of the close. Analysis comes late, often the day before the committee.
Data that doesn’t connect
The ERP, payroll, POS, CRM and operations files share neither the same breakdown nor the same master data. Every reconciliation relies on mapping tables maintained by hand.
Poorly traced adjustments
Reclassifications, provisions, internal recharges: adjustments live in tabs that only their author can read back. From one month to the next, the audit trail gets lost.
Outdated cost prices
Standard costs, landed costs or job costs rest on assumptions frozen when the budget was built. When purchase prices or actual times drift, the margin shown no longer matches reality.
A reforecast rebuilt every time
Without a stable model, each reforecast starts again from a manual consolidation of inputs. Versions multiply and no one knows any more which one is authoritative.
Variances noted, not explained
The dashboard shows the variance, not its cause: price effect, volume effect, mix effect or allocation error. Explaining it takes many back-and-forths with operations.
One role, several realities.
- Fashion and luxury
Management control tracks the profitability of each collection: reconciling forecast and actual landed cost, margin by style, by collection and by channel, from wholesale to directly operated stores. Mark-up coefficients and end-of-season markdowns weigh directly on results.
- Retail
Margin is read by store, by category and by channel, across till sales, e-commerce and shrinkage. Management control also tracks inventory, the effect of promotions and the operating account of each point of sale.
- Cosmetics and beauty
Management control tracks the profitability of launches and SKUs, factoring in formulas, packaging components and subcontracted manufacturing. Trade marketing budgets and terms granted to retailers and travel retail weigh on margin by customer.
- B2B distribution and wholesale
Margin is won or lost by customer and product family, between price lists, special terms and year-end rebates to be provisioned. Management control also tracks working capital, closely tied to inventory levels and payment terms.
- Construction and property
Management control runs to the rhythm of project tracking: project budget, actual job cost, progress billing, cost to complete and margin at completion re-estimated at each progress review. On the property management side, profitability is read by building portfolio and by property manager.
- Industry
Management control maintains the standard cost: bills of materials, routings, machine and labour hourly rates. Analysing variances between standard and actual — material, yield, time — sheds light on margin by product and by project.
- Pharma and healthcare
Management control tracks batch cost prices, inventory valuation and the impact of deviations, scrap and unreleased batches. Development projects and industrial investments call for profitability calculations tracked over time.
Automate the task, keep the judgement.
What gets automated
- Extraction and reconciliation of data across the ERP, payroll, POS and business files, by a connected tool that flags variances instead of smoothing them out.
- Production of management reporting and dashboards from a single data model, fed automatically at each month-end close.
- Close consistency checks — cost-centre allocations, missing entries, suspense accounts — run by an AI agent before the controller’s review.
- First draft of variance commentary (price, volume, mix) written by an AI agent from the data, reviewed and completed by management control.
- Recalculation of cost prices and margins by product, customer or project as soon as a purchase price, a time or a bill of materials changes in the ERP.
What stays human
- The budget and reforecast assumptions, and how they are settled with leadership and operations.
- Sign-off on adjustments, provisions and the management P&L presented to the executive committee.
- Interpreting variances and making recommendations: prices, coefficients, continuing or stopping a product or a project.
What teams look to improve.
- How do I speed up the month-end close in management control?
- Start with a written close calendar: who provides which data, by when, in what format, and which checks are run on receipt. A tool connected to the ERP and business files extracts the data, applies the reconciliations and flags anomalies as soon as they arrive, without waiting for the end of the process. The management controller focuses on adjustments, validating the figures and explaining them.
- How can I automate reconciliations between the ERP and Excel files?
- First define the reconciliation keys — item reference, project code, cost centre — and a single mapping table, owned by a named person. A connected tool reads the ERP and the files, applies the mappings and isolates the lines that don’t reconcile, with their amounts. Qualifying those lines — allocation error, period cut-off or genuine variance — remains the controller’s job.
- How do I explain variances between budget and actuals?
- Break each variance down into distinct effects — price, volume, mix, cost — on a stable scope, then isolate what stems from an allocation error. An AI agent connected to the data computes this breakdown and drafts a first comment for each P&L line, flagging the variances it cannot explain. The discussion with operations and the message taken to the executive committee remain human.
- Which tool can calculate margin by product, channel and customer?
- Margin by dimension first requires written allocation rules: which costs are direct, which are allocated, and on what key. A data model linked to the ERP, sales and cost prices then calculates margins on every dimension from a single source, and updates them at each close. Choosing the allocation keys and reading low margins remain management decisions.
- How do I keep cost prices reliable when purchase prices move?
- Link each cost price to its components — materials, components, labour, subcontracting, overheads — with the date and source of each assumption. A tool connected to the ERP detects changes in purchase prices, bills of materials or times, recalculates the affected costs and margins and lists the products concerned. Revising a selling price, a coefficient or a standard cost remains a human decision.
- How can I prepare a reforecast faster?
- Start from a stable model — same dimensions, same named assumptions — and ask operations only for what has changed since the previous version. A tool collects their inputs in a single format, consolidates the versions and sets actuals to date against budget and the previous reforecast. The assumptions retained and how they are settled with leadership remain human.
- How do I track project profitability in construction?
- Open each project with a budget detailed by work package and a forecast job cost, then attach orders, invoices, hours and progress billing as they come in. A tool connected to the ERP and site tracking calculates cost to complete and margin at completion, and flags projects that drift. Re-estimating progress and deciding on actions for a project remain the role of the controller and the site manager.
- How do I avoid errors in management reporting?
- Trace every figure back to its source and document every adjustment: nature, amount, justification, author. Automated checks — agreement with the general ledger, month-on-month consistency, uncleared suspense accounts — run before any distribution and hold the reporting back if an anomaly appears. Final sign-off and accountability for the figures presented to the executive committee remain human.
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