Not every AI failure is technical. Many are organizational.
Strategy, governance, process, skills, culture — the conditions AI needs to actually land. The HCAI Maturity Model maps these across eight dimensions in three groupings. Score yours in ~8 minutes and see where to focus first.
Most AI programs ask
“How do we ship faster, cheaper, at scale?”
Mature AI programs also ask
“What has to be true in our org for this to take root — and keep growing with us?”
What you'll rate
8 dimensions, grouped three ways
Drawn from the HCAI Maturity Model (Winby & Xu, 2025). Tap any dimension to read its framework definition.
Strategy & Governance
Operational Practice
People & Outcomes
~8 minutes
Eight dimensions, one rating each.
Anonymous
No name or email required.
Radar at the end
See your strengths and gaps at a glance.
The academic definition + sources
“HCAI focuses on understanding purposes, human values, and desired AI properties in the creation of AI systems by applying Human-Centered Design practices… seeking to augment human capabilities while maintaining human control.”
Based on the HCAI Maturity Model (Winby & Xu, 2025) and the framework synthesis by Schmager, Pappas & Vassilakopoulou (2025). Adapted for organizational self-assessment by Styburski Coaching.