All constructs
39 of 500 constructs match. A construct is a pattern of parts that recurs across many organizations.
Filter1
Seen in Non-profit or below it. All industries
- Kind
- Knowledge
- Companies
- 857
- Of industry
- 1%
- Every instance has
- 3 · Market and positioning · Product or service design · Governance and decision rights
- Where they differ
- 2
- Industries
- Facial recognition and biometrics · Surveillance technology vendors +100
- Hot spots
- 75
- Kind
- Knowledge
- Companies
- 216
- Of industry
- 0%
- Every instance has
- 2 · Market and positioning · Org structure
- Where they differ
- 20
- Industries
- Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Companies +49
- Hot spots
- 281
- Kind
- Knowledge
- Companies
- 167
- Of industry
- 0%
- Every instance has
- 2 · Market and positioning · Production or delivery
- Where they differ
- 17
- Industries
- Companies · Machine learning and AI developer tooling +39
- Hot spots
- 237
- Kind
- Knowledge
- Companies
- 142
- Of industry
- 0%
- Every instance has
- 2 · Regulatory compliance · Production or delivery
- Where they differ
- 22
- Industries
- Companies · Machine learning and AI developer tooling +50
- Hot spots
- 237
- Kind
- Knowledge
- Companies
- 139
- Of industry
- 0%
- Every instance has
- 2 · Org structure · Regulatory compliance
- Where they differ
- 26
- Industries
- Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Companies +48
- Hot spots
- 218
- Kind
- Knowledge
- Companies
- 125
- Of industry
- 0%
- Every instance has
- 2 · Lead generation · Regulatory compliance
- Where they differ
- 22
- Industries
- Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Companies +39
- Hot spots
- 202
- Kind
- Knowledge
- Companies
- 123
- Of industry
- 0%
- Every instance has
- 2 · Org structure · Governance and decision rights
- Where they differ
- 16
- Industries
- Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Public universities +33
- Hot spots
- 94
- Kind
- Knowledge
- Companies
- 114
- Of industry
- 0%
- Every instance has
- 3 · Market and positioning · Org structure · Policies and culture
- Where they differ
- 25
- Industries
- Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Cloud and GPU compute providers +38
- Hot spots
- 178
- Kind
- Knowledge
- Companies
- 111
- Of industry
- 0%
- Every instance has
- 2 · Pricing · Org structure
- Where they differ
- 24
- Industries
- Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Cloud and GPU compute providers +36
- Hot spots
- 157
- Kind
- Knowledge
- Companies
- 108
- Of industry
- 0%
- Every instance has
- 3 · Market and positioning · Lead generation · Policies and culture
- Where they differ
- 24
- Industries
- Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Machine learning and AI developer tooling +30
- Hot spots
- 175
- Kind
- Knowledge
- Companies
- 106
- Of industry
- 0%
- Every instance has
- 3 · Market and positioning · Hiring · Policies and culture
- Where they differ
- 25
- Industries
- Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Machine learning and AI developer tooling +35
- Hot spots
- 186
- Kind
- Knowledge
- Companies
- 105
- Of industry
- 0%
- Every instance has
- 3 · Market and positioning · Lead generation · Pricing
- Where they differ
- 27
- Industries
- Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Cloud and GPU compute providers +31
- Hot spots
- 179
- Kind
- Knowledge
- Companies
- 105
- Of industry
- 0%
- Every instance has
- 3 · Market and positioning · Pricing · Production or delivery
- Where they differ
- 28
- Industries
- Machine learning and AI developer tooling · Cloud and GPU compute providers +35
- Hot spots
- 197
- Kind
- Knowledge
- Companies
- 104
- Of industry
- 0%
- Every instance has
- 3 · Market and positioning · Production or delivery · Policies and culture
- Where they differ
- 22
- Industries
- Guided Missile and Space Vehicle Manufacturing · Machine learning and AI developer tooling +37
- Hot spots
- 183
- Kind
- Knowledge
- Companies
- 103
- Of industry
- 0%
- Every instance has
- 2 · Customer service and support · Regulatory compliance
- Where they differ
- 26
- Industries
- Companies · Sports Teams and Clubs +42
- Hot spots
- 193
- Kind
- Knowledge
- Companies
- 101
- Of industry
- 0%
- Every instance has
- 3 · Hiring · Regulatory compliance · Market and positioning
- Where they differ
- 26
- Industries
- Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Guided Missile and Space Vehicle Manufacturing +35
- Hot spots
- 178
- Kind
- Knowledge
- Companies
- 90
- Of industry
- 0%
- Every instance has
- 3 · Market and positioning · Policies and culture · Regulatory compliance
- Where they differ
- 27
- Industries
- Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Data platforms, warehouses and analytics +34
- Hot spots
- 159
- Kind
- Knowledge
- Companies
- 90
- Of industry
- 0%
- Every instance has
- 4 · Market and positioning · Pricing · Regulatory compliance · Product or service design
- Where they differ
- 25
- Industries
- Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Foundation model developers +31
- Hot spots
- 158
- Kind
- Knowledge
- Companies
- 80
- Of industry
- 0%
- Every instance has
- 3 · Market and positioning · Policies and culture · Customer service and support
- Where they differ
- 27
- Industries
- Cloud and GPU compute providers · Machine learning and AI developer tooling +34
- Hot spots
- 145
- Kind
- Knowledge
- Companies
- 80
- 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 +31
- Hot spots
- 159
- Kind
- Knowledge
- Companies
- 79
- Of industry
- 0%
- Every instance has
- 2 · Governance and decision rights · Production or delivery
- Where they differ
- 21
- Industries
- Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Companies +28
- Hot spots
- 96
- Kind
- Knowledge
- Companies
- 76
- Of industry
- 0%
- Every instance has
- 3 · Market and positioning · Sales · Regulatory compliance
- Where they differ
- 25
- Industries
- Machine learning and AI developer tooling · Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers +29
- Hot spots
- 134
- Kind
- Knowledge
- Companies
- 74
- Of industry
- 0%
- Every instance has
- 3 · Market and positioning · Pricing · Hiring
- Where they differ
- 30
- Industries
- Cloud and GPU compute providers · Machine learning and AI developer tooling +26
- Hot spots
- 134
- Kind
- Knowledge
- Companies
- 72
- Of industry
- 0%
- Every instance has
- 3 · Market and positioning · Lead generation · Contracts
- Where they differ
- 22
- Industries
- Cloud and GPU compute providers · Guided Missile and Space Vehicle Manufacturing +23
- Hot spots
- 121
- Kind
- Knowledge
- Companies
- 70
- Of industry
- 0%
- Every instance has
- 3 · Market and positioning · Sales · Pricing
- Where they differ
- 29
- Industries
- Machine learning and AI developer tooling · Cloud and GPU compute providers +24
- Hot spots
- 142
- Kind
- Knowledge
- Companies
- 69
- Of industry
- 0%
- Every instance has
- 4 · Policies and culture · Market and positioning · Pricing · Product or service design
- Where they differ
- 26
- Industries
- Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Cloud and GPU compute providers +20
- Hot spots
- 115
- Kind
- Knowledge
- Companies
- 67
- Of industry
- 0%
- Every instance has
- 4 · Product or service design · Market and positioning · Sales · Policies and culture
- Where they differ
- 26
- Industries
- Machine learning and AI developer tooling · Cloud and GPU compute providers +25
- Hot spots
- 129
- Kind
- Knowledge
- Companies
- 64
- Of industry
- 0%
- Every instance has
- 3 · Market and positioning · Inventory and assets · Regulatory compliance
- Where they differ
- 25
- Industries
- Tertiary education · Sports Teams and Clubs +30
- Hot spots
- 134
- Kind
- Knowledge
- Companies
- 58
- Of industry
- 0%
- Every instance has
- 3 · Market and positioning · Customer service and support · Contracts
- Where they differ
- 24
- Industries
- Cloud and GPU compute providers · Companies +22
- Hot spots
- 102
- Kind
- Knowledge
- Companies
- 56
- Of industry
- 0%
- Every instance has
- 3 · Market and positioning · Contracts · Hiring
- Where they differ
- 21
- Industries
- Cloud and GPU compute providers · Guided Missile and Space Vehicle Manufacturing +23
- Hot spots
- 83
| Construct | Kind | Companies | Of industry | Every instance has | Where they differ | Industries | Hot spots |
|---|---|---|---|---|---|---|---|
| Market and positioning → product or service design → governance and decision rights | Knowledge | 857 | 1% | 3 · Market and positioning · Product or service design · Governance and decision rights | 2 | Facial recognition and biometrics · Surveillance technology vendors +100 | 75 |
| Market and positioning → org structure | Knowledge | 216 | 0% | 2 · Market and positioning · Org structure | 20 | Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Companies +49 | 281 |
| Market and positioning → production or delivery | Knowledge | 167 | 0% | 2 · Market and positioning · Production or delivery | 17 | Companies · Machine learning and AI developer tooling +39 | 237 |
| Regulatory compliance → production or delivery | Knowledge | 142 | 0% | 2 · Regulatory compliance · Production or delivery | 22 | Companies · Machine learning and AI developer tooling +50 | 237 |
| Org structure → regulatory compliance | Knowledge | 139 | 0% | 2 · Org structure · Regulatory compliance | 26 | Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Companies +48 | 218 |
| Lead generation → regulatory compliance | Knowledge | 125 | 0% | 2 · Lead generation · Regulatory compliance | 22 | Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Companies +39 | 202 |
| Org structure → governance and decision rights | Knowledge | 123 | 0% | 2 · Org structure · Governance and decision rights | 16 | Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Public universities +33 | 94 |
| Market and positioning → org structure → policies and culture | Knowledge | 114 | 0% | 3 · Market and positioning · Org structure · Policies and culture | 25 | Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Cloud and GPU compute providers +38 | 178 |
| Pricing → org structure | Knowledge | 111 | 0% | 2 · Pricing · Org structure | 24 | Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Cloud and GPU compute providers +36 | 157 |
| Market and positioning → lead generation → policies and culture | Knowledge | 108 | 0% | 3 · Market and positioning · Lead generation · Policies and culture | 24 | Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Machine learning and AI developer tooling +30 | 175 |
| Market and positioning → hiring → policies and culture | Knowledge | 106 | 0% | 3 · Market and positioning · Hiring · Policies and culture | 25 | Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Machine learning and AI developer tooling +35 | 186 |
| Market and positioning → lead generation → pricing | Knowledge | 105 | 0% | 3 · Market and positioning · Lead generation · Pricing | 27 | Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Cloud and GPU compute providers +31 | 179 |
| Market and positioning → pricing → production or delivery | Knowledge | 105 | 0% | 3 · Market and positioning · Pricing · Production or delivery | 28 | Machine learning and AI developer tooling · Cloud and GPU compute providers +35 | 197 |
| Market and positioning → production or delivery → policies and culture | Knowledge | 104 | 0% | 3 · Market and positioning · Production or delivery · Policies and culture | 22 | Guided Missile and Space Vehicle Manufacturing · Machine learning and AI developer tooling +37 | 183 |
| Customer service and support → regulatory compliance | Knowledge | 103 | 0% | 2 · Customer service and support · Regulatory compliance | 26 | Companies · Sports Teams and Clubs +42 | 193 |
| Hiring → regulatory compliance → market and positioning | Knowledge | 101 | 0% | 3 · Hiring · Regulatory compliance · Market and positioning | 26 | Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Guided Missile and Space Vehicle Manufacturing +35 | 178 |
| Market and positioning → policies and culture → regulatory compliance | Knowledge | 90 | 0% | 3 · Market and positioning · Policies and culture · Regulatory compliance | 27 | Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Data platforms, warehouses and analytics +34 | 159 |
| Market and positioning → pricing → regulatory compliance → product or service design | Knowledge | 90 | 0% | 4 · Market and positioning · Pricing · Regulatory compliance · Product or service design | 25 | Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Foundation model developers +31 | 158 |
| Market and positioning → policies and culture → customer service and support | Knowledge | 80 | 0% | 3 · Market and positioning · Policies and culture · Customer service and support | 27 | Cloud and GPU compute providers · Machine learning and AI developer tooling +34 | 145 |
| Market and positioning → pricing → customer service and support | Knowledge | 80 | 0% | 3 · Market and positioning · Pricing · Customer service and support | 29 | Cloud and GPU compute providers · Machine learning and AI developer tooling +31 | 159 |
| Governance and decision rights → production or delivery | Knowledge | 79 | 0% | 2 · Governance and decision rights · Production or delivery | 21 | Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Companies +28 | 96 |
| Market and positioning → sales → regulatory compliance | Knowledge | 76 | 0% | 3 · Market and positioning · Sales · Regulatory compliance | 25 | Machine learning and AI developer tooling · Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers +29 | 134 |
| Market and positioning → pricing → hiring | Knowledge | 74 | 0% | 3 · Market and positioning · Pricing · Hiring | 30 | Cloud and GPU compute providers · Machine learning and AI developer tooling +26 | 134 |
| Market and positioning → lead generation → contracts | Knowledge | 72 | 0% | 3 · Market and positioning · Lead generation · Contracts | 22 | Cloud and GPU compute providers · Guided Missile and Space Vehicle Manufacturing +23 | 121 |
| Market and positioning → sales → pricing | Knowledge | 70 | 0% | 3 · Market and positioning · Sales · Pricing | 29 | Machine learning and AI developer tooling · Cloud and GPU compute providers +24 | 142 |
| Policies and culture → market and positioning → pricing → product or service design | Knowledge | 69 | 0% | 4 · Policies and culture · Market and positioning · Pricing · Product or service design | 26 | Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Cloud and GPU compute providers +20 | 115 |
| Product or service design → market and positioning → sales → policies and culture | Knowledge | 67 | 0% | 4 · Product or service design · Market and positioning · Sales · Policies and culture | 26 | Machine learning and AI developer tooling · Cloud and GPU compute providers +25 | 129 |
| Market and positioning → inventory and assets → regulatory compliance | Knowledge | 64 | 0% | 3 · Market and positioning · Inventory and assets · Regulatory compliance | 25 | Tertiary education · Sports Teams and Clubs +30 | 134 |
| Market and positioning → customer service and support → contracts | Knowledge | 58 | 0% | 3 · Market and positioning · Customer service and support · Contracts | 24 | Cloud and GPU compute providers · Companies +22 | 102 |
| Market and positioning → contracts → hiring | Knowledge | 56 | 0% | 3 · Market and positioning · Contracts · Hiring | 21 | Cloud and GPU compute providers · Guided Missile and Space Vehicle Manufacturing +23 | 83 |
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.