All constructs

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

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KindAll11 Process10 Knowledge1

ScopeAll Cross-industry11 Standard architectures0 Within one industry0

With hot spots11

Table Cards By industry Heatmap

Seen in Basic research 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	Companies	AI applications and agents	Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers	Foundation model developers	Data platforms, warehouses and analytics	Guided Missile and Space Vehicle Manufacturing	Sports Teams and Clubs	Public universities	National parties	Tertiary education	Software Publishers	UN specialized agencies	Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers	Nonprofits and civil society	Government and public sector	Non-profit	Research universities	Private not-for-profit universities	Human rights advocacy organizations	B2B SaaS	Basic research	International organizations
Org structure → production or delivery 188 companies · Process	12	11	15	9	10	9	3	8	11	8	5	6	4	2	5	4	3	2	2	3	2	1	1	3
Lead generation → production or delivery 157 companies · Process	16	12	14	9	8	12	6	9	3	5	5	2	5	3	2	2	1	2	·	2	2	2	1	·
Market and positioning → lead generation → org structure 144 companies · Process	10	12	8	7	21	9	5	6	2	6	7	4	5	2	2	2	1	2	3	2	2	4	1	·
Market and positioning → customer service and support → production or delivery 120 companies · Process	12	12	12	6	·	3	6	3	7	5	3	2	3	3	2	2	2	2	1	1	1	·	1	2
Market and positioning → customer service and support → org structure 109 companies · Process	7	12	8	5	1	2	5	1	6	4	5	6	3	1	3	2	2	2	4	1	1	1	1	2
Market and positioning → lead generation → customer service and support 108 companies · Process	11	13	10	5	1	3	8	4	3	5	5	3	4	3	1	·	1	2	2	·	1	1	1	·
Market and positioning → customer onboarding → production or delivery 84 companies · Process	13	9	5	6	1	5	4	5	4	3	1	2	1	1	·	2	2	1	·	2	1	1	1	1
Market and positioning → lead generation → customer onboarding 77 companies · Process	12	8	4	6	3	5	5	5	2	3	1	3	1	·	1	1	1	1	1	1	1	1	1	·
Market and positioning → customer onboarding → customer service and support 72 companies · Process	10	8	6	4	·	1	5	2	5	3	1	3	1	1	1	1	1	1	1	1	1	·	1	·
Market and positioning → data management → communication tools 25 companies · Knowledge	1	·	1	2	2	·	·	·	·	·	·	1	·	8	1	1	1	·	·	·	·	·	1	2
Quality control → product or service design → integrations 25 companies · Process	3	1	2	2	9	·	·	1	·	·	·	·	1	·	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.