All constructs

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

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KindAll38 Platform4 Process11 Knowledge23

ScopeAll Cross-industry11 Standard architectures0 Within one industry0

With hot spots11

Table Cards By industry Heatmap

Seen in Commercial and Service Industry Machinery Manufacturing 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	Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers	Companies	Guided Missile and Space Vehicle Manufacturing	Data platforms, warehouses and analytics	Software Publishers	Public universities	National parties	Sports Teams and Clubs	UN specialized agencies	Tertiary education	News organizations	Media Streaming Distribution Services, Social Networks, and Other Media Networks and Content Providers	Universal	Commercial and Service Industry Machinery Manufacturing	Information & media	Private not-for-profit universities	B2B SaaS	Airlines	Financial services	Non-profit
Market and positioning → org structure → production or delivery 162 companies · Process	12	11	9	9	10	12	8	3	4	7	4	9	2	5	1	5	1	1	1	3	1	3	1	1
Market and positioning → lead generation → production or delivery 140 companies · Process	16	12	9	12	8	8	9	6	5	4	4	1	3	1	2	2	2	1	1	2	2	2	1	1
Market and positioning → lead generation → org structure 131 companies · Process	10	12	7	9	21	6	6	5	5	5	6	1	2	2	1	2	1	1	1	2	4	·	1	1
Market and positioning → production or delivery → customer service and support 104 companies · Process	12	12	6	3	·	7	3	6	3	4	3	5	3	2	3	2	1	1	1	1	·	·	1	1
Market and positioning → lead generation → customer service and support 95 companies · Process	11	13	5	3	1	5	4	8	4	4	5	2	3	2	2	1	1	1	1	·	1	·	1	1
Market and positioning → lead generation → sales 87 companies · Process	14	10	7	8	6	4	5	6	4	1	1	·	1	2	2	·	1	1	1	·	1	·	1	1
Lead generation → production or delivery → regulatory compliance 82 companies · Process	8	6	7	6	6	7	5	5	2	1	1	1	2	1	2	2	·	1	1	1	·	1	1	1
Sales → product or service design → market and positioning → production or delivery 82 companies · Process	15	9	8	7	2	4	3	5	3	1	·	4	·	1	2	2	1	1	1	·	·	·	1	1
Policies and culture → market and positioning → lead generation → product or service design (+1) 71 companies · Process	10	9	7	7	3	3	8	5	2	2	1	·	2	·	1	·	2	1	1	·	·	2	·	·
Product or service design → market and positioning → policies and culture → lead generation (+1) 60 companies · Process	10	7	6	6	4	2	4	5	2	·	1	1	1	1	1	·	1	1	1	·	·	·	·	·
Lead generation → sales (information flow) 35 companies · Process	9	5	3	3	·	2	4	4	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.