Market and positioning → hiring → 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
- 25
- Of their industry
- 0%
The pattern
What every instance has, in order
- DecisionsMarket and positioningin 100% of instancesthen
- ProcessHiringin 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
Production or delivery
72%
18
Customer onboarding
52%
13
Learning and improvement
40%
10
Research enterprise and sponsored programs
36%
9
Onboarding and training
36%
9
Pretraining and fine-tuning runs
32%
8
Financial aid and funding
32%
8
Quality control
28%
7
Evaluation and red-teaming
28%
7
Uptime and incidents
24%
6
Billing and invoicing
24%
6
Advancement and alumni relations
24%
6
Procurement
20%
5
Logistics and fulfilment
20%
5
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.
- Hiring10 findingsTacit rule 4 · Dependency 2 · Informal channel 2 · Bottleneck 1 · Manual hand-off 1 · at 5 companies
- Sales9 findingsDependency 4 · Bottleneck 3 · Manual hand-off 2 · at 8 companies
- Health, safety and environment7 findingsManual hand-off 3 · Dependency 2 · Workaround 2 · at 7 companies
- Customer onboarding6 findingsDependency 5 · Informal channel 1 · at 5 companies
- Suppliers and partners4 findingsDependency 4 · at 4 companies
- Customer service and support3 findingsDependency 2 · Workaround 1 · at 3 companies
- Regulatory compliance2 findingsBottleneck 1 · Dependency 1 · at 2 companies
- Compute capacity2 findingsDependency 2 · at 2 companies
Seen across
Where it holds
Industries
Business model
- service8%
- product4%
Size
- 1000+ people32%
- 201-500 people8%
- 51-200 people8%
- 11-50 people4%
- 501-1000 people4%
Region
- United States24%
- Sweden12%
- United Kingdom12%
- North America8%
- San Francisco, United States8%
- Canada4%
Instances
The 25 companies it was seen at
Member
Variants, couplings and instances
Every level, number, source and dimension: Member, $300 a year.