Category: AI & Finance

The annual impairment test under IAS 36 is one of the most labor-intensive, judgment-heavy exercises in the financial reporting calendar. For most CFOs and controllers, it means weeks of spreadsheet wrangling: pulling cash flow forecasts from business units, reconciling them to board-approved budgets, calculating weighted average cost of capital (WACC) with dozens of inputs, and…

For most finance teams, the quarterly segment reporting close is a quiet exercise in controlled frustration. You are not solving a math problem; you are managing a narrative problem. IFRS 8 requires you to report segments based on the “chief operating decision maker” (CODM) view, which sounds straightforward until your CODM reviews a P&L that…

The quarterly earnings call is the single highest-stakes communication event for any public company. For CFOs, controllers, and financial analysts, the weeks leading up to it are a pressure cooker of competing demands: reconciling preliminary financials, drafting MD&A language, modeling guidance scenarios, and preparing executives for hostile analyst questions. The friction is real—spreadsheets live in…

For most finance teams, the month-end close is a race against the clock, and payroll is often the most fragile piece of the puzzle. The core friction lies in the manual reconciliation of what was paid in the period versus what was actually earned by employees. You are not just entering numbers; you are tracking…

The monthly board pack is the single most stressful document a finance team produces. You are not merely compiling data; you are constructing a narrative that will be dissected by people who have seen hundreds of these decks. The friction is familiar: raw CSV exports from the ERP, scattered commentary from department heads, last-minute variance…

For any finance team operating across multiple entities, intercompany reconciliation is a monthly ritual of pain. The process typically involves exporting ledgers from multiple ERP systems, wrestling with mismatched currency conversions, hunting down missing invoices, and chasing business units for explanations on unexplained variances. Controllers and financial analysts spend days—sometimes weeks—manually matching transactions that should…

For most finance leaders, the month-end close is a gauntlet of manual reconciliation, spreadsheet sprawl, and judgment calls that invite scrutiny. Inventory accounting, in particular, sits at the intersection of operational complexity and financial reporting risk. The pain is familiar: you have thousands of SKUs moving through multiple warehouses, purchase prices fluctuating weekly, and a…

For most finance leaders, working capital is a silent leak. You review the balance sheet at month-end, see days sales outstanding (DSO) creeping up, days payable outstanding (DPO) shrinking, and inventory days stretching beyond policy. The reaction is always the same: a flurry of emails, a spreadsheet update, and a promise to “look into it.”…

For any CFO or financial controller, the due diligence phase of a merger or acquisition is where deals go to die—or where they quietly become overpriced. The friction is brutal: you receive a data room with 15,000 documents, many of them scanned PDFs, messy Excel exports, and inconsistent accounting treatments across target entities. Your team…

For most finance teams, IFRS 16 is the gift that keeps on taking. The standard was designed to bring operating leases onto the balance sheet, but the operational burden is relentless. Every new lease, every modification, every renewal option, and every lease incentive requires a fresh calculation. The discount rate must be determined, the lease…