Market and positioning → lead generation → pretraining and fine-tuning runs → product or service design (+2)
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
- 13
- Of their industry
- 19%
The pattern
What every instance has, in order
- DecisionsMarket and positioningin 100% of instancesthen
- ProcessLead generationin 92% of instancesthen
- ProcessPretraining and fine-tuning runsin 100% of instanceswork
- ProcessProduct or service designin 92% of instanceswork
- ProcessProduction or deliveryin 92% of instancesthen
- ProcessHiringin 100% of instances
Coloured arrows: a flow of that type seen between the two at instance organizations. Grey arrows: order only.
Structure
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 partners5 findingsDependency 5 · at 5 companies
- Health, safety and environment4 findingsWorkaround 2 · Dependency 1 · Manual hand-off 1 · at 4 companies
- Sales4 findingsManual hand-off 2 · Bottleneck 1 · Dependency 1 · at 4 companies
- Training data acquisition and licensing4 findingsDependency 2 · Manual hand-off 1 · Workaround 1 · at 4 companies
- Production or delivery3 findingsDependency 2 · Bottleneck 1 · at 3 companies
- Hiring3 findingsTacit rule 2 · Dependency 1 · at 2 companies
- Inference serving3 findingsWorkaround 2 · Bottleneck 1 · at 2 companies
- Lead generation3 findingsDependency 2 · Informal channel 1 · at 3 companies
Seen across
Where it holds
Industries
Business model
- product8%
- subscription8%
Size
- 201-500 people15%
- 51-200 people15%
- 11-50 people8%
Region
- North America15%
- San Francisco, United States15%
- United States15%
- Germany / United States8%
- Japan8%
- San Francisco8%
Instances
The 13 companies it was seen at
Member
Variants, couplings and instances
Every level, number, source and dimension: Member, $300 a year.