Training data acquisition and licensing → pretraining and fine-tuning runs (information flow)
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
- 5
- Of their industry
- 36%
The pattern
What every instance has, in order
- DataTraining data acquisition and licensingin 100% of instancesinformation
- ProcessPretraining and fine-tuning runsin 100% of instancesthen
- DecisionsMarket and positioningin 100% of instancesthen
- ProcessLead generationin 100% of instancesthen
- ProcessProduct or service designin 100% of instancesinformation
- ProcessProduction or deliveryin 100% 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
Element
Share of instances
Companies
Training data acquisition and licensing
100%
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.
- Training data acquisition and licensing4 findingsDependency 2 · Manual hand-off 1 · Workaround 1 · at 4 companies
- Production or delivery2 findingsBottleneck 1 · Dependency 1 · at 2 companies
- Lead generation2 findingsDependency 1 · Informal channel 1 · at 2 companies
- Suppliers and partners2 findingsDependency 2 · at 2 companies
- Communication tools1 findingTacit rule 1 · at 1 company
- Customer onboarding1 findingDependency 1 · at 1 company
- Health, safety and environment1 findingWorkaround 1 · at 1 company
- Inference serving1 findingWorkaround 1 · at 1 company
Seen across
Where it holds
Industries
Business model
- product20%
Size
- 11-50 people20%
- 201-500 people20%
Region
- Germany / United States20%
- San Francisco20%
- United States20%
- United States (founded in the US); team distributed across Europe and North America20%
- United States (Silicon Valley, California; Pennsylvania) and India (Bengaluru)20%
Instances
The 5 companies it was seen at
Member
Variants, couplings and instances
Every level, number, source and dimension: Member, $300 a year.