Are you letting the machines decide your metrics?
AI can default to measuring whatever is easiest to find and simplest for another system to score, regardless of intent. Time for some human oversight, says Robert Vilkelis. ...
by Anna Erat Published March 19, 2026 in Brain Circuits • 3 min read
You need to provide flexible career pathways that allow experienced professionals to transition into advisory, project-based, or part-time roles. Job design should optimize the use of high-value skills, reduce routine cognitive demands, and accommodate healthspan variations.
Retirement policies should be purpose-driven, supporting phased retirement, portfolio leadership, and consulting periods. Flexibility in hours, recovery periods, and health accommodations ensure sustained productivity while respecting aging trajectories. Gender-responsive policies, including equitable parental leave, caregiving support, and re-entry programs, help retain senior talent across diverse life circumstances.
Aging cohorts carry invaluable institutional knowledge, client relationships, and industry insights. To prevent ‘brain drain’, organizations need to invest in robust knowledge management systems, structured handovers, and exit interviews. Communities of practice, internal mentoring networks, and alumni engagement ensure that expertise continues to benefit the organization well beyond formal tenure.
Age-diverse teams enhance organizational resilience. Younger employees contribute experimental approaches, while experienced leaders provide risk-aware calibration. Gender and age diversity further enrich scenario planning, decision-making, and governance; balancing ambition with prudence.
Governance today must reflect demographic realities and societal expectations. Policies promoting age diversity, anti-ageism, and transparent promotion criteria reinforce brand integrity and trust. Accommodations for health, cognitive differences, and caregiving responsibilities signal an inclusive culture, strengthening organizational reputation and employee engagement.
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Leaders and organizations that embrace longevity as both a challenge and an opportunity will be better positioned to sustain performance, preserve brain capital, and create meaningful career pathways for decades.
Independent medical consultant and board member
Anna Erat is an independent medical consultant, board member, faculty at University of St. Gallen Executive School, and a health advisor for Forbes and the Longevity Science Foundation. She holds a PhD in epidemiology and health systems management from the University of Basel. A former medical director at Klinik Hirslanden, she studied medicine and conducted research at Harvard University and the University of Zurich medical schools.
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