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By the People, for the People
IT Learning Programs Fail When Treated as Perks, Not Strategy
Info-Tech Research Group blueprint outlines 3-phase framework to embed continuous learning into IT workflows
Published on Feb. 13, 2026
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Many organizations still treat learning as a benefit instead of a business discipline, even as IT skills evolve faster than traditional training cycles can keep pace. New insights from Info-Tech Research Group indicate that episodic training models are widening the gap between current capabilities and future demands. The firm's newly released blueprint details a structured, three-phase framework that enables IT leaders to embed continuous learning directly into daily workflows and operational rhythms.
Why it matters
IT teams are under mounting pressure to deliver innovation while adapting to rapidly shifting technology demands. Core IT responsibilities now change approximately every 18 months, yet many organizations still approach learning as a periodic initiative rather than as part of operational execution. This disconnect is a primary driver of persistent skill gaps and slowed execution.
The details
Info-Tech's research identifies several structural barriers that stall sustained capability growth, including training delivered episodically and outside daily workflows, rigid skills mapping frameworks, delayed performance feedback cycles, and overreliance on individual subject matter experts. To address these challenges, the firm's blueprint recommends a phased approach to integrate learning directly into IT operations and business delivery.
- IT skills must evolve within the next five years to meet future demands, according to Info-Tech's IT Talent Trends 2025 report.
The players
Info-Tech Research Group
A global research and advisory firm that provides insights and guidance to IT, HR, and marketing professionals.
Heather Leier-Murray
Research Director at Info-Tech Research Group.
What they’re saying
“Learning cannot solely sit outside the work if IT is expected to lead transformation. When responsibilities shift every 18 months, CIOs need to embed learning directly into workflows so capability development can keep pace with execution and change.”
— Heather Leier-Murray, Research Director (Info-Tech Research Group)
What’s next
Info-Tech's blueprint outlines a three-phase framework for IT leaders to embed continuous learning into daily workflows and operational rhythms, including building a team skill backlog, integrating learning touchpoints into core processes, and establishing recurring reassessment cadences.
The takeaway
By shifting from episodic training to operationalizing continuous learning, IT teams can reduce the time between identifying capability gaps and applying new expertise in live delivery, strengthening resilience, reducing dependency risks, and positioning IT to meet evolving business demands with greater agility.


