System Atlas
Atlas
Constructs/Knowledge

Product or service design → market and positioning → health, safety and environment → production or delivery

How information is recorded, decided on and fed back. Mostly data and decisions, with information fed back.

Within one industryHolds in Artificial intelligence. Counted from public, sourced parts only; each organization below links to the parts it was counted on.

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Organizations running it
17
Of their industry
25%
The pattern
What every instance has, in order
  1. Process
    Product or service design
    in 100% of instances
    information
  2. Decisions
    Market and positioning
    in 100% of instances
    then
  3. Decisions
    Health, safety and environment
    in 100% of instances
    control
  4. Process
    Production or delivery
    in 100% of instances

Coloured arrows: a flow of that type seen between the two at instance organizations. Grey arrows: order only.

Structure
GroupsLayersEverything
Element
Share of instances
Companies
People4
Org structure
71%
12
Customer service and support
59%
10
Suppliers and partners
53%
9
Account management
35%
6
Process10
Hiring
76%
13
Customer onboarding
53%
9
Pretraining and fine-tuning runs
53%
9
Learning and improvement
53%
9
Onboarding and training
47%
8
Quality control
41%
7
Logistics and fulfilment
41%
7
Evaluation and red-teaming
41%
7
Billing and invoicing
35%
6
Uptime and incidents
29%
5
Software3
Inference serving
65%
11
Integrations
53%
9
Subscription billing
29%
5
Data3
Training data acquisition and licensing
41%
7
Compute capacity
29%
5
Data management
24%
4
Decisions12
Pricing
76%
13
Policies and culture
65%
11
Usage pricing and metering
65%
11
Regulatory compliance
65%
11
Data protection and security assurance
65%
11
Strategy and goals
59%
10
Contracts
47%
8
Security and access
47%
8
Usage policies and model documentation
47%
8
Model release and versioning
41%
7
Performance and pay
41%
7
Governance and decision rights
29%
5
Variant · where they differ
Member
Variants, couplings and instances

Every level, number, source and dimension: Member, $300 a year.

See Member
Couplings · what comes together
Member
Variants, couplings and instances

Every level, number, source and dimension: Member, $300 a year.

See Member
Entropy
Where it runs rough

Operating-reality findings at instance companies: workarounds, manual hand-offs, bottlenecks.

  • Customer onboarding5 findings
    Dependency 5 · at 4 companies
  • Health, safety and environment5 findings
    Dependency 2 · Workaround 2 · Manual hand-off 1 · at 5 companies
  • Suppliers and partners5 findings
    Dependency 5 · at 5 companies
  • Pricing3 findings
    Tacit rule 2 · Dependency 1 · at 3 companies
  • Usage policies and model documentation3 findings
    Tacit rule 2 · Dependency 1 · at 2 companies
  • Inference serving2 findings
    Bottleneck 1 · Workaround 1 · at 1 company
  • Quality control2 findings
    Dependency 1 · Manual hand-off 1 · at 2 companies
  • Customer service and support2 findings
    Dependency 1 · Workaround 1 · at 2 companies
Seen across
Where it holds
Business model
  • product6%
  • subscription6%
Size
  • 201-500 people18%
  • 51-200 people12%
  • 11-50 people6%
  • 501-1000 people6%
Region
  • United States35%
  • North America12%
  • Germany / United States6%
  • Japan6%
  • San Francisco6%
  • San Francisco, California6%
Instances
The 17 companies it was seen at
Member
Variants, couplings and instances

Every level, number, source and dimension: Member, $300 a year.

See Member