⚡ 2-minute assessment4 dimensions · 5 stages
Your AI is only as smart
as the context you give it.
Most AI agents fail silently — not because the model is bad, but because the context around it is invisible, tribal, or ungoverned.
Map your gaps in 2 minutes.
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VP
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Dir
1,200+ teams have assessed their context maturity
1
Select your current stage
For each of the 4 context dimensions, click the cell that best describes your organization today.
2
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See where you stand across all dimensions with a radar visualization.
3
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63%
of enterprises lack what AI needs to work — Gartner
4
dimensions of context your AI must have
Stage 3
is the critical leap — pilot to production
⚡The Missing Layer
AI doesn't fail because of bad models.
It fails because of missing context.
63%ungoverned
of enterprises lack the data management practices that AI demands. The model isn't the bottleneck — the context is.
Gartner, 2025
📐4 Dimensions of Context
What your AI needs to know
to work in production
🗄
Dimension 1
Data
Where does data live?
5 stages
📖
Dimension 2
Meaning
What does data mean?
5 stages
⚙️
Dimension 3
Knowledge
What are the business rules?
5 stages
👤
Dimension 4
User
Who is asking?
5 stages
2:00
Stop building AI
on an invisible foundation.
Every AI failure you can't explain traces back to a context gap you didn't know existed.
4 dimensions
5 maturity stages
Personalized playbook
Research-backed