But they faced obstacles

Large enterprise inertia — slow governance cycles delay innovation

Lack of internal capacity
to train at scale

Teams with varying AI skill levels — from zero to advanced

The Solution

Stedin partnered with DevOn to co-design a hands-on rollout focused on quick wins instead of slow, top-down mandates.
Key components included:

Practical, role-specific training tracks

20+ live training sessions over 3–4 months

Strong collaboration with leaders and stakeholders

Licensing strategy that fueled early adoption

Bottom-up strategy that accelerated learning & adoption

The Impact

The results speak for themselves:

300+ participants trained with extremely positive feedback

AI adoption driven by excitement, not enforcement

Broad engagement-developers and non-developers alike

Rapid scaling-program delivered in months, not years

Governance aligned without slowing progress

About the Creator

shaun-mcgirr

Shaun McGirr

Shaun McGirr is a data & AI leader with 20 years of varied experience across official statistics, academia, consulting, automotive, and software. He achieved minor stardom in the 2019 documentary Data Science Pioneers, coining the phrase “things that happen 35% of the time, happen ALL the time” to explain why quite likely outcomes are often dismissed out of hand.

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