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? […]
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 […]
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 […]
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 […]
Organizational design is the deliberate structuring of roles, reporting lines, decision rights, and workflows so an organization can actually execute its strategy, rather than a chart that gets drawn once and defended long after the business it described has changed. For decades, this meant defining who reports to whom. That is no longer the whole […]
Reskilling opportunities are the actual, visible pathways an organization gives employees to move into a different role using skills they can build now, not just the training content that theoretically makes that move possible. Most organizations have spent real money on the second part. Far fewer have built the first, which is why so many […]
An ai skills gap analysis is the process of measuring the difference between the AI capability your organization needs and the AI capability your workforce actually has, role by role, function by function. For CHROs and people analytics leaders, this has become one of the most urgent exercises on the workforce planning calendar. Enterprises that […]
Workforce transparency is becoming a governance issue. For years, investor scrutiny focused primarily on climate risk, executive pay, and diversity reporting. Those topics remain important, but the focus is expanding. Investors are beginning to ask a different set of questions: Is the workforce capable of executing the strategy? Is the organization prepared for AI and […]
Did you know that 87% of executives say their organizations are already experiencing a skills gap or expect to within the next five years? This isn’t just a passing concern. The importance of skill gap in shaping business outcomes has never been more pressing, as companies across industries face mounting challenges in aligning talent with […]
Your HRIS cannot tell you if your workforce is ready for AI transformation and that is now a governance problem. Executive Perspective AI investment is accelerating. Workforce readiness is not. Most organisations can describe their AI ambition clearly. Far fewer can evidence whether their workforce can execute it. The limiting factor is not intent. It […]