All constructs

36 of 500 constructs match. A construct is a pattern of parts that recurs across many organizations.

Filter1

KindAll36 Infrastructure1 Process14 Knowledge21

ScopeAll Cross-industry36 Standard architectures0 Within one industry11

With hot spots36

Table Cards By industry Heatmap

Seen in Data centre operators and colocation or below it. All industries

Columns

Market and positioning → org structure
Kind
Knowledge
Companies
145
Of industry
1%
Every instance has
2 · Market and positioning · Org structure
Where they differ
21
Industries
Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Cloud and GPU compute providers +30
Hot spots
173
Org structure → production or delivery
Kind
Process
Companies
130
Of industry
0%
Every instance has
2 · Org structure · Production or delivery
Where they differ
20
Industries
Machine learning and AI developer tooling · Cloud and GPU compute providers +39
Hot spots
177
Org structure → product or service design → suppliers and partners
Kind
Process
Companies
106
Of industry
0%
Every instance has
3 · Org structure · Product or service design · Suppliers and partners
Where they differ
20
Industries
Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Cloud and GPU compute providers +30
Hot spots
131
Product or service design → suppliers and partners → production or delivery
Kind
Process
Companies
103
Of industry
0%
Every instance has
3 · Product or service design · Suppliers and partners · Production or delivery
Where they differ
23
Industries
Machine learning and AI developer tooling · Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers +35
Hot spots
156
Regulatory compliance → production or delivery
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
Strategy and goals → market and positioning → product or service design
Kind
Knowledge
Companies
101
Of industry
3%
Every instance has
3 · Strategy and goals · Market and positioning · Product or service design
Where they differ
23
Industries
Guided Missile and Space Vehicle Manufacturing · Foundation model developers +15
Hot spots
169
Market and positioning → org structure → hiring
Kind
Process
Companies
99
Of industry
0%
Every instance has
3 · Market and positioning · Org structure · Hiring
Where they differ
25
Industries
Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Foundation model developers +29
Hot spots
146
Org structure → regulatory compliance
Kind
Knowledge
Companies
97
Of industry
0%
Every instance has
2 · Org structure · Regulatory compliance
Where they differ
24
Industries
Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · AI applications and agents +29
Hot spots
129
Market and positioning → org structure → policies and culture
Kind
Knowledge
Companies
92
Of industry
0%
Every instance has
3 · Market and positioning · Org structure · Policies and culture
Where they differ
24
Industries
Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Cloud and GPU compute providers +28
Hot spots
128
Market and positioning → hiring → production or delivery
Kind
Process
Companies
91
Of industry
0%
Every instance has
3 · Market and positioning · Hiring · Production or delivery
Where they differ
23
Industries
Foundation model developers · Machine learning and AI developer tooling +28
Hot spots
152
Market and positioning → hiring → policies and culture
Kind
Knowledge
Companies
87
Of industry
0%
Every instance has
3 · Market and positioning · Hiring · 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 +25
Hot spots
140
Market and positioning → production or delivery → policies and culture
Kind
Knowledge
Companies
80
Of industry
0%
Every instance has
3 · Market and positioning · Production or delivery · Policies and culture
Where they differ
23
Industries
Guided Missile and Space Vehicle Manufacturing · Machine learning and AI developer tooling +24
Hot spots
132
Hiring → regulatory compliance → market and positioning → product or service design
Kind
Knowledge
Companies
74
Of industry
0%
Every instance has
4 · Hiring · Regulatory compliance · Market and positioning · Product or service design
Where they differ
23
Industries
Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Guided Missile and Space Vehicle Manufacturing +21
Hot spots
106
Product or service design → suppliers and partners → regulatory compliance
Kind
Process
Companies
73
Of industry
0%
Every instance has
3 · Product or service design · Suppliers and partners · Regulatory compliance
Where they differ
25
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 +20
Hot spots
112
Market and positioning → policies and culture → regulatory compliance
Kind
Knowledge
Companies
69
Of industry
0%
Every instance has
3 · Market and positioning · Policies and culture · Regulatory compliance
Where they differ
24
Industries
Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Data platforms, warehouses and analytics +23
Hot spots
94
Org structure → strategy and goals → market and positioning
Kind
Knowledge
Companies
69
Of industry
2%
Every instance has
3 · Org structure · Strategy and goals · Market and positioning
Where they differ
24
Industries
Foundation model developers · Cloud and GPU compute providers +12
Hot spots
115
Hiring → market and positioning → product or service design → suppliers and partners
Kind
Process
Companies
67
Of industry
0%
Every instance has
4 · Hiring · Market and positioning · Product or service design · Suppliers and partners
Where they differ
22
Industries
Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Cloud and GPU compute providers +20
Hot spots
101
Hiring → strategy and goals → product or service design → market and positioning (+1)
Kind
Process
Companies
60
Of industry
3%
Every instance has
5 · Hiring · Strategy and goals · Product or service design · Market and positioning +1
Where they differ
25
Industries
Foundation model developers · Guided Missile and Space Vehicle Manufacturing +5
Hot spots
126
Policies and culture → market and positioning → product or service design → suppliers and partners
Kind
Knowledge
Companies
60
Of industry
0%
Every instance has
4 · Policies and culture · Market and positioning · Product or service design · Suppliers and partners
Where they differ
23
Industries
Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Cloud and GPU compute providers +16
Hot spots
81
Market and positioning → contracts → policies and culture
Kind
Knowledge
Companies
48
Of industry
0%
Every instance has
3 · Market and positioning · Contracts · Policies and culture
Where they differ
22
Industries
Guided Missile and Space Vehicle Manufacturing · Cloud and GPU compute providers +14
Hot spots
70
Market and positioning → contracts → hiring
Kind
Knowledge
Companies
47
Of industry
0%
Every instance has
3 · Market and positioning · Contracts · Hiring
Where they differ
23
Industries
Cloud and GPU compute providers · Guided Missile and Space Vehicle Manufacturing +14
Hot spots
72
Market and positioning → contracts → product or service design → production or delivery
Kind
Knowledge
Companies
46
Of industry
2%
Every instance has
4 · Market and positioning · Contracts · Product or service design · Production or delivery
Where they differ
27
Industries
Guided Missile and Space Vehicle Manufacturing · Cloud and GPU compute providers +5
Hot spots
94
Market and positioning → contracts → regulatory compliance
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
Market and positioning → suppliers and partners → contracts → product or service design
Kind
Knowledge
Companies
45
Of industry
0%
Every instance has
4 · Market and positioning · Suppliers and partners · Contracts · Product or service design
Where they differ
27
Industries
Cloud and GPU compute providers · Guided Missile and Space Vehicle Manufacturing +13
Hot spots
87
Product or service design → suppliers and partners → reporting and dashboards
Kind
Process
Companies
44
Of industry
0%
Every instance has
3 · Product or service design · Suppliers and partners · Reporting and dashboards
Where they differ
23
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
36
Regulatory compliance → product or service design → reporting and dashboards
Kind
Knowledge
Companies
43
Of industry
0%
Every instance has
3 · Regulatory compliance · Product or service design · Reporting and dashboards
Where they differ
25
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
46
Regulatory compliance → quality control → product or service design → market and positioning
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
Market and positioning → contracts → product or service design → hiring (+1)
Kind
Knowledge
Companies
41
Of industry
0%
Every instance has
5 · Market and positioning · Contracts · Product or service design · Hiring +1
Where they differ
22
Industries
Cloud and GPU compute providers · Guided Missile and Space Vehicle Manufacturing +13
Hot spots
69
Hiring → policies and culture → market and positioning → product or service design (+1)
Kind
Process
Companies
39
Of industry
0%
Every instance has
5 · Hiring · Policies and culture · Market and positioning · Product or service design +1
Where they differ
21
Industries
Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Guided Missile and Space Vehicle Manufacturing +12
Hot spots
62
Quality control → product or service design → integrations
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 → org structure	Knowledge	145	1%	2 · Market and positioning · Org structure	21	Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Cloud and GPU compute providers +30	173
Org structure → production or delivery	Process	130	0%	2 · Org structure · Production or delivery	20	Machine learning and AI developer tooling · Cloud and GPU compute providers +39	177
Org structure → product or service design → suppliers and partners	Process	106	0%	3 · Org structure · Product or service design · Suppliers and partners	20	Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Cloud and GPU compute providers +30	131
Product or service design → suppliers and partners → production or delivery	Process	103	0%	3 · Product or service design · Suppliers and partners · Production or delivery	23	Machine learning and AI developer tooling · Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers +35	156
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
Strategy and goals → market and positioning → product or service design	Knowledge	101	3%	3 · Strategy and goals · Market and positioning · Product or service design	23	Guided Missile and Space Vehicle Manufacturing · Foundation model developers +15	169
Market and positioning → org structure → hiring	Process	99	0%	3 · Market and positioning · Org structure · Hiring	25	Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Foundation model developers +29	146
Org structure → regulatory compliance	Knowledge	97	0%	2 · Org structure · Regulatory compliance	24	Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · AI applications and agents +29	129
Market and positioning → org structure → policies and culture	Knowledge	92	0%	3 · Market and positioning · Org structure · Policies and culture	24	Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Cloud and GPU compute providers +28	128
Market and positioning → hiring → production or delivery	Process	91	0%	3 · Market and positioning · Hiring · Production or delivery	23	Foundation model developers · Machine learning and AI developer tooling +28	152
Market and positioning → hiring → policies and culture	Knowledge	87	0%	3 · Market and positioning · Hiring · Policies and culture	24	Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Machine learning and AI developer tooling +25	140
Market and positioning → production or delivery → policies and culture	Knowledge	80	0%	3 · Market and positioning · Production or delivery · Policies and culture	23	Guided Missile and Space Vehicle Manufacturing · Machine learning and AI developer tooling +24	132
Hiring → regulatory compliance → market and positioning → product or service design	Knowledge	74	0%	4 · Hiring · Regulatory compliance · Market and positioning · Product or service design	23	Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Guided Missile and Space Vehicle Manufacturing +21	106
Product or service design → suppliers and partners → regulatory compliance	Process	73	0%	3 · Product or service design · Suppliers and partners · Regulatory compliance	25	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 +20	112
Market and positioning → policies and culture → regulatory compliance	Knowledge	69	0%	3 · Market and positioning · Policies and culture · Regulatory compliance	24	Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Data platforms, warehouses and analytics +23	94
Org structure → strategy and goals → market and positioning	Knowledge	69	2%	3 · Org structure · Strategy and goals · Market and positioning	24	Foundation model developers · Cloud and GPU compute providers +12	115
Hiring → market and positioning → product or service design → suppliers and partners	Process	67	0%	4 · Hiring · Market and positioning · Product or service design · Suppliers and partners	22	Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Cloud and GPU compute providers +20	101
Hiring → strategy and goals → product or service design → market and positioning (+1)	Process	60	3%	5 · Hiring · Strategy and goals · Product or service design · Market and positioning +1	25	Foundation model developers · Guided Missile and Space Vehicle Manufacturing +5	126
Policies and culture → market and positioning → product or service design → suppliers and partners	Knowledge	60	0%	4 · Policies and culture · Market and positioning · Product or service design · Suppliers and partners	23	Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Cloud and GPU compute providers +16	81
Market and positioning → contracts → policies and culture	Knowledge	48	0%	3 · Market and positioning · Contracts · Policies and culture	22	Guided Missile and Space Vehicle Manufacturing · Cloud and GPU compute providers +14	70
Market and positioning → contracts → hiring	Knowledge	47	0%	3 · Market and positioning · Contracts · Hiring	23	Cloud and GPU compute providers · Guided Missile and Space Vehicle Manufacturing +14	72
Market and positioning → contracts → product or service design → production or delivery	Knowledge	46	2%	4 · Market and positioning · Contracts · Product or service design · Production or delivery	27	Guided Missile and Space Vehicle Manufacturing · Cloud and GPU compute providers +5	94
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
Market and positioning → suppliers and partners → contracts → product or service design	Knowledge	45	0%	4 · Market and positioning · Suppliers and partners · Contracts · Product or service design	27	Cloud and GPU compute providers · Guided Missile and Space Vehicle Manufacturing +13	87
Product or service design → suppliers and partners → reporting and dashboards	Process	44	0%	3 · Product or service design · Suppliers and partners · Reporting and dashboards	23	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	36
Regulatory compliance → product or service design → reporting and dashboards	Knowledge	43	0%	3 · Regulatory compliance · Product or service design · Reporting and dashboards	25	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	46
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
Market and positioning → contracts → product or service design → hiring (+1)	Knowledge	41	0%	5 · Market and positioning · Contracts · Product or service design · Hiring +1	22	Cloud and GPU compute providers · Guided Missile and Space Vehicle Manufacturing +13	69
Hiring → policies and culture → market and positioning → product or service design (+1)	Process	39	0%	5 · Hiring · Policies and culture · Market and positioning · Product or service design +1	21	Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers · Guided Missile and Space Vehicle Manufacturing +12	62
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.