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Personalizing Learning at Scale with Assessments and Impact Metrics

In this episode of the Vantage HR Influencers Podcast, we explore how organizations can personalize learning at scale by leveraging assessments, data-driven insights, and impact metrics to deliver targeted development that truly moves the needle on performance.

Host Riha is joined by Ganesh Iyer, Global Head of Learning and Development at IBS Software, to discuss how enterprises can move beyond one-size-fits-all training toward adaptive learning journeys tailored to individual strengths, gaps, and career goals. Together, they examine how diagnostic assessments, continuous measurement, and outcome-based analytics can help organizations identify skill needs, track learning effectiveness, and demonstrate tangible business impact while supporting large, diverse workforces.

About the Speaker

As the Global Head of Learning at IBS Software, Ganesh Iyer leads enterprise-wide capability strategies that power business transformation, innovation, and long-term growth. Their work focuses on positioning learning as a core business enabler, closely aligned with product strategy, technology priorities, and cultural evolution.

With a future-forward approach to learning and development, they design diagnostic-led, role-aligned, and outcomes-driven ecosystems that deliver impact at scale. This includes advancing technical excellence across Cloud, AI/ML, and DevOps, as well as developing adaptive leaders through immersive, high-impact programs.

Their leadership combines strategic foresight with executional rigor, supported by global partnerships, continuous assessment, and cross-functional collaboration. Passionate about building learning cultures that empower people and elevate teams, they champion learning as a shared purpose that drives sustained business value.

Timestamps

(02: 51) - Most organizations say they personalize learning, yet employees still feel it’s generic. Why is there such a gap between intent and experience?

(07:50) - Assessments are often seen as compliance checkboxes or entry barriers. How should organizations rethink the role of assessments in a modern learning ecosystem?

(12:42) - How do you translate assessment scores into meaningful learning paths rather than just recommendations?

(17:48) - Which impact metrics actually indicate whether learning is changing behavior, not just knowledge?

(21:55) - AI promises hyper-personalized learning journeys. Where does AI genuinely add value, and where is it overhyped?

(26:30) - Looking ahead, how do you see assessments and impact metrics reshaping the future of workplace learning over the next 3–5 years?