All constructs
17 of 500 constructs match. A construct is a pattern of parts that recurs across many organizations.
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Seen in Retail & e-commerce or below it. All industries
- Kind
- Process
- Companies
- 821
- Of industry
- 1%
- Every instance has
- 3 · Market and positioning · Product or service design · Customers: keeping them
- Where they differ
- 1
- Industries
- Facial recognition and biometrics · Surveillance technology vendors +38
- Hot spots
- —
- Kind
- Process
- Companies
- 120
- Of industry
- 0%
- Every instance has
- 3 · Market and positioning · Lead generation · Production or delivery
- Where they differ
- 23
- Industries
- Machine learning and AI developer tooling · Cloud and GPU compute providers +35
- Hot spots
- 184
- Kind
- Knowledge
- Companies
- 101
- Of industry
- 0%
- Every instance has
- 2 · Regulatory compliance · Production or delivery
- Where they differ
- 24
- Industries
- Machine learning and AI developer tooling · Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers +32
- Hot spots
- 156
- Kind
- Knowledge
- Companies
- 94
- Of industry
- 0%
- Every instance has
- 3 · Market and positioning · Lead generation · Regulatory compliance
- Where they differ
- 25
- Industries
- Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Machine learning and AI developer tooling +28
- Hot spots
- 141
- Kind
- Knowledge
- Companies
- 75
- Of industry
- 0%
- Every instance has
- 4 · Market and positioning · Pricing · Regulatory compliance · Product or service design
- Where they differ
- 29
- Industries
- Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Foundation model developers +21
- Hot spots
- 128
- Kind
- Process
- Companies
- 69
- Of industry
- 0%
- Every instance has
- 3 · Lead generation · Production or delivery · Regulatory compliance
- Where they differ
- 27
- Industries
- Machine learning and AI developer tooling · AI applications and agents +24
- Hot spots
- 120
- Kind
- Knowledge
- Companies
- 64
- Of industry
- 0%
- Every instance has
- 3 · Market and positioning · Customer service and support · Regulatory compliance
- Where they differ
- 28
- Industries
- Cloud and GPU compute providers · Data platforms, warehouses and analytics +29
- Hot spots
- 106
- Kind
- Knowledge
- Companies
- 64
- Of industry
- 0%
- Every instance has
- 3 · Market and positioning · Pricing · Customer service and support
- Where they differ
- 29
- Industries
- Cloud and GPU compute providers · Machine learning and AI developer tooling +21
- Hot spots
- 106
- Kind
- Knowledge
- Companies
- 61
- Of industry
- 0%
- Every instance has
- 3 · Market and positioning · Lead generation · Contracts
- Where they differ
- 23
- Industries
- Cloud and GPU compute providers · Guided Missile and Space Vehicle Manufacturing +17
- Hot spots
- 95
- Kind
- Process
- Companies
- 51
- Of industry
- 0%
- Every instance has
- 4 · Market and positioning · Lead generation · Product or service design · Quality control
- Where they differ
- 22
- Industries
- Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Guided Missile and Space Vehicle Manufacturing +17
- Hot spots
- 70
- Kind
- Knowledge
- Companies
- 47
- Of industry
- 0%
- Every instance has
- 3 · Regulatory compliance · Product or service design · Customer data
- Where they differ
- 24
- Industries
- Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers +13
- Hot spots
- 58
- Kind
- Knowledge
- Companies
- 46
- Of industry
- 0%
- Every instance has
- 3 · Market and positioning · Contracts · Regulatory compliance
- Where they differ
- 26
- Industries
- Guided Missile and Space Vehicle Manufacturing · Cloud and GPU compute providers +13
- Hot spots
- 77
- Kind
- Knowledge
- Companies
- 43
- Of industry
- 0%
- Every instance has
- 4 · Regulatory compliance · Quality control · Product or service design · Market and positioning
- Where they differ
- 26
- Industries
- Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Machine learning and AI developer tooling +15
- Hot spots
- 66
- Kind
- Knowledge
- Companies
- 42
- Of industry
- 0%
- Every instance has
- 3 · Pricing · Product or service design · Customer data
- Where they differ
- 24
- Industries
- Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers +14
- Hot spots
- 52
- Kind
- Knowledge
- Companies
- 41
- Of industry
- 0%
- Every instance has
- 4 · Product or service design · Market and positioning · Pricing · Billing and invoicing
- Where they differ
- 26
- Industries
- Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Cloud and GPU compute providers +12
- Hot spots
- 68
- Kind
- Knowledge
- Companies
- 25
- Of industry
- 0%
- Every instance has
- 4 · Market and positioning · Pricing · Contracts · Billing and invoicing
- Where they differ
- 31
- Industries
- Cloud and GPU compute providers · Data platforms, warehouses and analytics +9
- Hot spots
- 48
- Kind
- Process
- Companies
- 24
- Of industry
- 0%
- Every instance has
- 3 · Quality control · Product or service design · Integrations
- Where they differ
- 27
- Industries
- Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Machine learning and AI developer tooling +10
- Hot spots
- 34
| Construct | Kind | Companies | Of industry | Every instance has | Where they differ | Industries | Hot spots |
|---|---|---|---|---|---|---|---|
| Market and positioning → product or service design → customers: keeping them | Process | 821 | 1% | 3 · Market and positioning · Product or service design · Customers: keeping them | 1 | Facial recognition and biometrics · Surveillance technology vendors +38 | — |
| Market and positioning → lead generation → production or delivery | Process | 120 | 0% | 3 · Market and positioning · Lead generation · Production or delivery | 23 | Machine learning and AI developer tooling · Cloud and GPU compute providers +35 | 184 |
| Regulatory compliance → production or delivery | Knowledge | 101 | 0% | 2 · Regulatory compliance · Production or delivery | 24 | Machine learning and AI developer tooling · Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers +32 | 156 |
| Market and positioning → lead generation → regulatory compliance | Knowledge | 94 | 0% | 3 · Market and positioning · Lead generation · Regulatory compliance | 25 | Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Machine learning and AI developer tooling +28 | 141 |
| Market and positioning → pricing → regulatory compliance → product or service design | Knowledge | 75 | 0% | 4 · Market and positioning · Pricing · Regulatory compliance · Product or service design | 29 | Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Foundation model developers +21 | 128 |
| Lead generation → production or delivery → regulatory compliance | Process | 69 | 0% | 3 · Lead generation · Production or delivery · Regulatory compliance | 27 | Machine learning and AI developer tooling · AI applications and agents +24 | 120 |
| Market and positioning → customer service and support → regulatory compliance | Knowledge | 64 | 0% | 3 · Market and positioning · Customer service and support · Regulatory compliance | 28 | Cloud and GPU compute providers · Data platforms, warehouses and analytics +29 | 106 |
| Market and positioning → pricing → customer service and support | Knowledge | 64 | 0% | 3 · Market and positioning · Pricing · Customer service and support | 29 | Cloud and GPU compute providers · Machine learning and AI developer tooling +21 | 106 |
| Market and positioning → lead generation → contracts | Knowledge | 61 | 0% | 3 · Market and positioning · Lead generation · Contracts | 23 | Cloud and GPU compute providers · Guided Missile and Space Vehicle Manufacturing +17 | 95 |
| Market and positioning → lead generation → product or service design → quality control | Process | 51 | 0% | 4 · Market and positioning · Lead generation · Product or service design · Quality control | 22 | Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Guided Missile and Space Vehicle Manufacturing +17 | 70 |
| Regulatory compliance → product or service design → customer data | Knowledge | 47 | 0% | 3 · Regulatory compliance · Product or service design · Customer data | 24 | Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers +13 | 58 |
| Market and positioning → contracts → regulatory compliance | Knowledge | 46 | 0% | 3 · Market and positioning · Contracts · Regulatory compliance | 26 | Guided Missile and Space Vehicle Manufacturing · Cloud and GPU compute providers +13 | 77 |
| Regulatory compliance → quality control → product or service design → market and positioning | Knowledge | 43 | 0% | 4 · Regulatory compliance · Quality control · Product or service design · Market and positioning | 26 | Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Machine learning and AI developer tooling +15 | 66 |
| Pricing → product or service design → customer data | Knowledge | 42 | 0% | 3 · Pricing · Product or service design · Customer data | 24 | Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers +14 | 52 |
| Product or service design → market and positioning → pricing → billing and invoicing | Knowledge | 41 | 0% | 4 · Product or service design · Market and positioning · Pricing · Billing and invoicing | 26 | Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Cloud and GPU compute providers +12 | 68 |
| Market and positioning → pricing → contracts → billing and invoicing | Knowledge | 25 | 0% | 4 · Market and positioning · Pricing · Contracts · Billing and invoicing | 31 | Cloud and GPU compute providers · Data platforms, warehouses and analytics +9 | 48 |
| Quality control → product or service design → integrations | Process | 24 | 0% | 3 · Quality control · Product or service design · Integrations | 27 | Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Machine learning and AI developer tooling +10 | 34 |
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.