All constructs
5 of 500 constructs match. A construct is a pattern of parts that recurs across many organizations.
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Seen in Software & SaaS or below it. All industries
- Kind
- Process
- Companies
- 20
- Of industry
- 29%
- Every instance has
- 7 · Market and positioning · Lead generation · Product or service design · Production or delivery +3
- Where they differ
- 32
- Industries
- Foundation model developers · Machine learning and AI developer tooling +1
- Hot spots
- 52
- Kind
- Process
- Companies
- 11
- Of industry
- 55%
- Every instance has
- 8 · Market and positioning · Lead generation · Pretraining and fine-tuning runs · Product or service design +4
- Where they differ
- 22
- Industries
- Foundation model developers
- Hot spots
- 22
- Kind
- Process
- Companies
- 7
- Of industry
- 32%
- Every instance has
- 8 · Market and positioning · Lead generation · Sales · Product or service design +4
- Where they differ
- 17
- Industries
- Machine learning and AI developer tooling
- Hot spots
- 8
- Kind
- Process
- Companies
- 5
- Of industry
- 36%
- Every instance has
- 10 · Market and positioning · Lead generation · Product or service design · Org structure +6
- Where they differ
- 33
- Industries
- AI applications and agents
- Hot spots
- 14
- Kind
- Process
- Companies
- 5
- Of industry
- 50%
- Every instance has
- 4 · Product or service design · Suppliers and partners · Org structure · Reporting and dashboards
- Where they differ
- 23
- Industries
- B2B SaaS
- Hot spots
- —
| Construct | Kind | Companies | Of industry | Every instance has | Where they differ | Industries | Hot spots |
|---|---|---|---|---|---|---|---|
| Standard architecture: Artificial intelligence | Process | 20 | 29% | 7 · Market and positioning · Lead generation · Product or service design · Production or delivery +3 | 32 | Foundation model developers · Machine learning and AI developer tooling +1 | 52 |
| Standard architecture: Foundation model developers | Process | 11 | 55% | 8 · Market and positioning · Lead generation · Pretraining and fine-tuning runs · Product or service design +4 | 22 | Foundation model developers | 22 |
| Standard architecture: Machine learning and AI developer tooling | Process | 7 | 32% | 8 · Market and positioning · Lead generation · Sales · Product or service design +4 | 17 | Machine learning and AI developer tooling | 8 |
| Standard architecture: AI applications and agents | Process | 5 | 36% | 10 · Market and positioning · Lead generation · Product or service design · Org structure +6 | 33 | AI applications and agents | 14 |
| Standard architecture: B2B SaaS | Process | 5 | 50% | 4 · Product or service design · Suppliers and partners · Org structure · Reporting and dashboards | 23 | B2B SaaS | — |
Computed from public, sourced registry data. A construct is two to four parts that at least 10 organizations share (or 30% of an industry with fewer, never fewer than 5) and that hold together more often than chance would put them together. It is cross-industry when its organizations come from two or more sectors; each industry also has a standard architecture, the parts most of its organizations run together. Elements in at least 90% of instances are invariant; those in 20 to 80% are where organizations differ.