Market and positioning → health, safety and environment
How information is recorded, decided on and fed back. Mostly data and decisions, with information fed back.
Cross-industryRun by organizations in 7 industries. Counted from public, sourced parts only; each organization below links to the parts it was counted on.
- Organizations running it
- 34
- Of their industry
- 0%
The pattern
What every instance has, in order
- DecisionsMarket and positioningin 100% of instancesthen
- DecisionsHealth, safety and environmentin 100% of instances
Coloured arrows: a flow of that type seen between the two at instance organizations. Grey arrows: order only.
Structure
Element
Share of instances
Companies
Org structure
76%
26
Customer service and support
59%
20
Sales
56%
19
Suppliers and partners
38%
13
Account management
24%
8
Student services
21%
7
Lead generation
79%
27
Production or delivery
71%
24
Hiring
71%
24
Customer onboarding
44%
15
Research enterprise and sponsored programs
38%
13
Onboarding and training
35%
12
Learning and improvement
35%
12
Quality control
29%
10
Pretraining and fine-tuning runs
29%
10
Financial aid and funding
29%
10
Advancement and alumni relations
26%
9
Evaluation and red-teaming
24%
8
Billing and invoicing
24%
8
Logistics and fulfilment
21%
7
Strategy and goals
68%
23
Policies and culture
62%
21
Regulatory compliance
62%
21
Governance and decision rights
50%
17
Pricing
44%
15
Security and access
41%
14
Performance and pay
32%
11
Usage pricing and metering
32%
11
Data protection and security assurance
32%
11
Contracts
26%
9
Curriculum
24%
8
Usage policies and model documentation
24%
8
Model release and versioning
21%
7
Variant · where they differ
Member
Variants, couplings and instances
Every level, number, source and dimension: Member, $300 a year.
Couplings · what comes together
Member
Variants, couplings and instances
Every level, number, source and dimension: Member, $300 a year.
Entropy
Where it runs rough
Operating-reality findings at instance companies: workarounds, manual hand-offs, bottlenecks.
- Sales10 findingsBottleneck 4 · Dependency 4 · Manual hand-off 2 · at 9 companies
- Hiring9 findingsTacit rule 4 · Informal channel 2 · Bottleneck 1 · Dependency 1 · Manual hand-off 1 · at 4 companies
- Health, safety and environment9 findingsManual hand-off 4 · Dependency 3 · Workaround 2 · at 9 companies
- Customer onboarding6 findingsDependency 5 · Informal channel 1 · at 5 companies
- Suppliers and partners5 findingsDependency 5 · at 5 companies
- Customer service and support5 findingsDependency 3 · Tacit rule 1 · Workaround 1 · at 4 companies
- Regulatory compliance4 findingsDependency 3 · Bottleneck 1 · at 4 companies
- Compute capacity3 findingsDependency 3 · at 3 companies
Seen across
Where it holds
Industries
Business model
- service6%
- product3%
- subscription3%
Size
- 1000+ people32%
- 201-500 people9%
- 51-200 people6%
- 11-50 people3%
- 501-1000 people3%
Region
- United States26%
- United Kingdom12%
- Sweden9%
- France6%
- North America6%
- San Francisco, United States6%
Instances
The 34 companies it was seen at
Member
Variants, couplings and instances
Every level, number, source and dimension: Member, $300 a year.