Investors are changing how they evaluate artificial intelligence. The first wave of corporate AI enthusiasm centred largely on adoption. Companies announced new investments, launched pilots, entered technology partnerships, and set ambitious expectations for productivity, efficiency and growth. Can those investments deliver the returns being promised? Is the organisation operationally prepared to implement AI at scale? […]
Continuous upskilling is the practice of building skill development into the regular rhythm of work rather than treating it as a scheduled event that happens once a year. It is not a bigger training budget or a longer course catalog. It is a structural commitment, protected time, ongoing measurement, and manager accountability, that makes learning […]
Workforce planning competencies are the specific skills a workforce planning function needs to do the job well: forecasting, financial modeling, data analysis, stakeholder influence, and increasingly, AI fluency. This is a different question from what skills the broader workforce needs. It is about whether the people responsible for planning that workforce actually have the capability […]
Organisations have never invested more in artificial intelligence (AI). Yet despite unprecedented advances in technical capabilities, transformation programmers continue to stall, productivity gains fall short, and many initiatives fail to scale. The scale of this challenge is becoming impossible to ignore. Research cited in INOP’s Automation Accountability Gap report found that 46% of organisations abandoned […]
Artificial intelligence (AI) has become a standing agenda item in many boardrooms. Yet one question remains surprisingly difficult to answer: can boards actually explain AI’s workforce impact? Boards receive regular updates on AI investments, implementation milestones, and projected productivity gains. But governing workforce transformation requires something different. It requires visibility into how work itself is […]
AI driven upskilling is the practice of using verified skill data and AI-generated signals to target training at the specific gaps that are actually blocking business outcomes, rather than assigning generic courses company-wide and hoping they land. Most organizations already run some form of AI training. Far fewer can say with confidence which employees closed […]
By Hein Knaapen and Aniel Mahabier Years ago at ING, CEO Ralph Hamers set an ambitious strategic agenda, Think Forward, built on speed and simplification. He asked early and often whether the bank was moving fast enough to stay ahead of a wave of fintech disruption that had not yet fully arrived. The mandate was […]
Payroll and records are solved. What’s missing is intelligence. Here’s why HR transformation in 2026 requires shifting from a system of record to a system of intelligence, and what that architecture actually looks like.
Which roles in your organization are already facing automation pressure, and what should your workforce look like on the other side? Here’s a step-by-step framework for auditing automation risk at the task level, plus how to turn the findings into a financially grounded reskilling and redeployment plan.
Labour market insights are one of the most powerful inputs available to HR leaders, CFOs, and boards navigating workforce strategy. When used well, they answer questions that internal data alone never can: which skills are rising in market value and which are declining, where talent supply is tightening, what competitors are building in house, and […]
Most HR analytics dashboards never get opened twice. They are built by HR teams, for HR teams, and delivered to executives who quietly close the tab after the first glance. If you have ever spent weeks building a people metrics report only to watch it gather digital dust in a shared folder, you are not […]
You know your org has skill gaps. Skills mapping tells you exactly where, how they compare to competitors, and which ones are costing you ground. Here’s a practical framework for building a skills map, benchmarking it externally, and turning the gaps into workforce decisions with the BBRA framework.