Market and positioning → product or service design → suppliers and partners
Workflows that drive an outcome from step to step. Process steps that hand work to each other.
Within one industryHolds in Artificial intelligence. Counted from public, sourced parts only; each organization below links to the parts it was counted on.
- Organizations running it
- 69
- Of their industry
- 5%
The pattern
What every instance has, in order
- DecisionsMarket and positioningin 100% of instancesthen
- ProcessProduct or service designin 96% of instancesmoney
- PeopleSuppliers and partnersin 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
Lead generation
78%
54
Production or delivery
77%
53
Hiring
70%
48
Billing and invoicing
42%
29
Quality control
36%
25
Customer onboarding
36%
25
Logistics and fulfilment
23%
16
Customer data
42%
29
Reporting and dashboards
36%
25
Cash and treasury
28%
19
Legal and contracts administration
25%
17
Data management
22%
15
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.
- Suppliers and partners26 findingsDependency 22 · Dependency (public record) 3 · Manual hand-off (public record) 1 · at 26 companies
- Sales11 findingsManual hand-off 7 · Dependency 4 · at 10 companies
- Production or delivery7 findingsDependency 6 · Bottleneck 1 · at 7 companies
- Customer onboarding5 findingsDependency 4 · Manual hand-off 1 · at 5 companies
- Governance and decision rights5 findingsBottleneck 1 · Bottleneck (public record) 1 · Dependency 1 · Dependency (public record) 1 · Tacit rule (public record) 1 · at 5 companies
- Pricing5 findingsTacit rule 3 · Manual hand-off 1 · Workaround (public record) 1 · at 5 companies
- Hiring4 findingsBottleneck 1 · Dependency 1 · Informal channel 1 · Manual hand-off 1 · at 4 companies
- Quality control4 findingsDependency 2 · Bottleneck 1 · Manual hand-off 1 · at 4 companies
Seen across
Where it holds
Industries
- Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers26%
- Machine learning and AI developer tooling19%
- Cloud and GPU compute providers14%
- Foundation model developers12%
- AI applications and agents9%
- Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers9%
Business model
- product17%
- marketplace12%
- subscription12%
- service3%
- asset1%
Size
- 1000+ people16%
- 201-500 people10%
- 11-50 people6%
- 501-1000 people6%
- 51-200 people6%
- 1-10 people1%
Region
- United States52%
- France4%
- San Francisco, United States4%
- China3%
- North America3%
- Bay Area, CA and Amsterdam, NL1%
Instances
The 69 companies it was seen at
Member
Variants, couplings and instances
Every level, number, source and dimension: Member, $300 a year.