KPIs stories
Clients are increasingly demanding proof that cloud and AI spending is lifting productivity, revenue or cost control, not just adding systems.
Rising spend on generative and agentic AI is being hampered by weak governance, with only 17 per cent of CIOs fully confident in controls.
On the shop floor, course completions can mask gaps in safety, compliance and productivity, leaving managers with a false sense of readiness.
The framework urges finance chiefs to judge AI by completed work, reliability and total task cost rather than licence or user counts.
Security teams are leaving known flaws exposed, with most responses still ending in tickets or handoffs rather than confirmed fixes.
The region's corporate real estate teams are facing a widening skills gap as AI use outpaces readiness, JLL says.
Without post-launch tracking, councils risk missing savings, faster processing and stronger service delivery from digital upgrades.
Businesses are now weighing whether AI can cut workloads and risks in core operations, rather than just speed up pilots and paperwork.
Large employers could gain a clearer view of incidents and ESG risks as EcoOnline's new software replaces fragmented regional reporting systems.
Small firms can now gauge whether weak margins, slow payments or rising costs are sector-wide or company-specific using Xero's new peer data tool.
Accountancy firms can now send clients password-protected browser reports with drill-down views, reducing reliance on static PDFs and logins.
Legacy systems and skills shortages are slowing AI rollouts at large German companies, with only 19% putting it into core processes.
India's fintech sector may need new benchmarks as simple transaction counts fail to show whether users really understand and trust digital finance.
Many firms are stuck in pilot purgatory as governance and workflow redesign lag behind AI ambition, limiting scale and value.
Operational blind spots are hampering efforts to cut waiting times, as 85% of trusts cannot monitor staff digital experience, Apogee found.
Boards may question finance AI programmes unless spending shifts from efficiency gains towards better decisions and growth, Gartner said.
Critical infrastructure and healthcare lag peers on basic cyber controls, leaving essential services more exposed than financial firms and technology groups.
Unfamiliar numbers are fuelling a trust gap in Indian business calls, despite most consumers still preferring voice for urgent matters.
Retailers risk missing out on Gen Z's rising spend unless they fix legacy systems and align stock, finance and service to changing habits.
By 2030, AI-enabled finance teams could speed up scenario planning, sharpen risk calls and change how enterprises make decisions.
