All constructs

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

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KindAll27 Process12 Knowledge15

ScopeAll Cross-industry12 Standard architectures0 Within one industry0

With hot spots12

Table Cards By industry Heatmap

Seen in Regional intergovernmental organizations or below it. All industries

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Most companies Most invariants Most industries Share of industry Name

Construct · industries across	Machine learning and AI developer tooling	Cloud and GPU compute providers	AI applications and agents	Foundation model developers	Guided Missile and Space Vehicle Manufacturing	Data platforms, warehouses and analytics	Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers	Companies	UN specialized agencies	Sports Teams and Clubs	Public universities	Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers	Tertiary education	National parties	Software Publishers	Private not-for-profit universities	International organizations	Economic communities and customs unions	Information & media	Professional services	Universal	Web Search Portals, Libraries, Archives, and Other Information Services	B2B SaaS	Digital rights and privacy groups
Org structure → production or delivery 130 companies · Process	12	11	9	9	8	3	10	7	2	7	6	5	3	2	4	3	2	1	1	1	1	3	1	·
Market and positioning → org structure → hiring 99 companies · Process	8	10	6	11	7	3	15	3	2	4	3	3	1	3	2	2	1	1	1	1	1	1	1	1
Market and positioning → hiring → production or delivery 91 companies · Process	11	9	9	11	9	4	2	3	4	4	3	1	1	2	1	2	2	1	1	1	1	1	1	·
Market and positioning → production or delivery → customer service and support 85 companies · Process	12	12	6	3	3	6	·	4	3	5	3	2	1	2	3	1	2	1	1	1	1	·	·	·
Market and positioning → customer service and support → hiring 69 companies · Process	10	10	5	3	3	5	1	2	4	2	2	2	2	3	2	1	1	1	1	1	1	·	·	1
Market and positioning → customer onboarding → production or delivery 67 companies · Process	13	9	6	5	5	4	1	2	1	3	2	·	1	1	1	2	1	1	1	1	1	·	1	·
Market and positioning → customer service and support → customer onboarding 55 companies · Process	10	8	4	1	2	5	·	3	1	3	2	1	2	1	1	1	·	1	1	1	1	·	·	1
Market and positioning → customer onboarding → hiring 53 companies · Process	9	6	5	5	5	3	3	2	1	·	2	1	2	1	·	1	1	1	1	1	1	·	1	1
Market and positioning → product or service design → customer onboarding → hiring (+1) 45 companies · Process	8	6	4	5	5	4	3	2	·	·	·	1	2	1	·	·	·	1	1	1	1	·	·	·
Market and positioning → customer onboarding → production or delivery → customer service and support (+1) 39 companies · Process	9	6	3	1	2	3	·	2	1	·	2	1	2	1	·	1	·	1	1	1	1	·	·	1
Market and positioning → member states → management cadence → governance and decision rights 11 companies · Process	·	·	·	·	·	·	·	·	6	·	·	·	·	·	·	·	2	1	·	·	·	·	·	·
Market and positioning → partnerships → norms and standards → member states (+1) 10 companies · Process	·	·	·	·	·	·	·	·	5	·	·	·	·	·	·	·	1	1	·	·	·	·	·	·

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.