Team Cognitive Atlas
Twelve teams. Twelve cognitive realities.
Filter by dominant archetype, then open any team to inspect its current vs ideal cognitive composition, fatigue signals, and recommended enablement posture.
Co-thinkers
Calibrators
Controllers
AI-averse
Controllers
Resort & Operations Management
118 employees
24
Δ shift
Adoption47
Friction56
Fatigue44
Elevated abandonment behavior linked to ambiguity intolerance and fragmented frontline workflows.
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Controllers
Customer Support
96 employees
24
Δ shift
Adoption81
Friction62
Fatigue74
Demonstrates high AI fatigue despite high usage. Volume-driven exposure is outpacing cognitive recovery cycles.
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Co-thinkers
Sales
52 employees
8
Δ shift
Adoption69
Friction38
Fatigue34
Healthy distribution; opportunity to lift calibration practices to improve forecast quality.
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Calibrators
IT & Infrastructure
41 employees
4
Δ shift
Adoption73
Friction32
Fatigue30
Strong baseline. Watch for over-engineering of internal AI tooling — risk of building for IT's own pattern.
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Calibrators
Finance
38 employees
16
Δ shift
Adoption61
Friction34
Fatigue31
Strong calibration behavior but low exploratory adoption — outputs are verified rigorously, but novel use-cases stall.
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Co-thinkers
Marketing
34 employees
12
Δ shift
Adoption78
Friction24
Fatigue26
Strong co-thinking patterns with low workflow friction. Natural candidates for peer-enablement program.
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Co-thinkers
Product & Innovation
29 employees
12
Δ shift
Adoption84
Friction22
Fatigue24
Highest cognitive fit in the org. Use as an internal reference pattern, not a universal template.
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Calibrators
HR & People Operations
24 employees
12
Δ shift
Adoption55
Friction44
Fatigue39
Balanced distribution, but trust gaps slow rollout of AI in sensitive people processes.
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Co-thinkers
Data & Analytics
23 employees
4
Δ shift
Adoption86
Friction26
Fatigue28
Near-ideal distribution; central node for organizational AI literacy diffusion.
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Calibrators
Procurement & Partnerships
19 employees
8
Δ shift
Adoption53
Friction40
Fatigue28
Calibration-led culture; could unlock value with structured AI-assisted vendor analysis workflows.
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Controllers
Legal & Compliance
17 employees
16
Δ shift
Adoption41
Friction58
Fatigue36
High controller concentration. Requires deterministic AI interfaces and traceable outputs — generative tools cause friction.
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Co-thinkers
Executive Leadership
11 employees
16
Δ shift
Adoption64
Friction28
Fatigue22
High co-thinking but limited exposure to compliance-grade workflows; risk of overestimating org-wide readiness.
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Cognitive network · digital twin
Cross-team compatibility map.
Hover a node to inspect its cognitive position. Click to open the team's digital twin.
Edges encode handoff smoothness
Nodes scale by headcount