Regional and supply-chain research

AI Computing Keyword Candidate Study

AI Computing Keyword Candidate Study. A dated 414-record cohort study compares composition, parent sets and evidence coverage. Comparative structure study; archive date 2026-10-16.

Revision and archive snapshot: 2026-10-16

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Research findings

Comparative structure study

The largest recorded reporting jurisdiction, Beijing, contains 105 records (25.4% of this 414-record cohort). The remaining cohort contains 309 records. The comparison concerns archive composition.

The recorded industry label Next-generation information technology accounts for 75.8% here (314/414), compared with 27.1% in the parent set (5,226/19,297), an absolute gap of 48.8 percentage points.

108/414 companies link to pages with existing source-supported excerpts (26.1% of the cohort). The other 306 records remain usable for archive composition, but do not support new operating case studies.

Company cohortDirectly linked pagesShare of public archiveArchive date
4144142.1%2026-10-16

An ID-deduplicated archive snapshot, not the whole market, current recognition or operating results.

Comparable sets and compositional differences

The parent set, All public archive records, contains 19,297 records. This cohort contributes 414 (2.1%); 18,883 records remain after excluding it.

CategoryCohort count/baseReference: All public archive recordsGap (pp)Representation ratioRest count/base
industry · Next-generation information technology314/414 · 75.8%5,226/19,297 · 27.1%+48.82.804,912/18,883
chain role · Electronic information and digital technology / Digital software and industrial services186/414 · 44.9%1,329/19,297 · 6.9%+38.06.521,143/18,883
reporting jurisdiction · Beijing105/414 · 25.4%1,351/19,297 · 7.0%+18.43.621,246/18,883
sub-industry · Industrial software and information services92/414 · 22.2%906/19,297 · 4.7%+17.54.73814/18,883
industry · Advanced equipment45/414 · 10.9%4,918/19,297 · 25.5%-14.60.434,873/18,883
chain role · Advanced equipment and industrial automation / Process equipment and inspection instruments31/414 · 7.5%4,085/19,297 · 21.2%-13.70.354,054/18,883
reporting jurisdiction · Shenzhen74/414 · 17.9%1,398/19,297 · 7.2%+10.62.471,324/18,883
reporting jurisdiction · Jiangsu26/414 · 6.3%3,025/19,297 · 15.7%-9.40.402,999/18,883
chain role · New energy and power equipment / Complete systems and use-case applications9/414 · 2.2%1,763/19,297 · 9.1%-7.00.241,754/18,883
reporting jurisdiction · Shandong5/414 · 1.2%1,217/19,297 · 6.3%-5.10.191,212/18,883

Ratio of label participation, not market share; multi-label counts overlap.

Excluding this cohort, the recorded industry label Next-generation information technology covers 4,912/18,883 remaining records (26.0%), an absolute gap of 49.8 percentage points from this cohort.

Concentration and cross-sectional structure

The full reporting jurisdiction distribution has 30 labels; the top 3 contain 225/414 records (54.3%).Other known labels contain 189 records.

For 414 records with known labels, the effective category count is 7.9, versus 30 actual labels. Definitions and scope are in the methodology.

The table shows ten labels; 20 others are included in the calculations above.

Recorded labelRecordsShare of cohort
Beijing10525.4%
Shenzhen7417.9%
Zhejiang4611.1%
Guangdong276.5%
Jiangsu266.3%
Shanghai256.0%
Sichuan215.1%
Anhui163.9%
Hubei153.6%
Xiamen81.9%

Record counts do not rank supply capability or economic size.

The largest intersection, Beijing × Next-generation information technology, contains 85 records, or 81.0% of the 105 records carrying the Beijing label.

reporting jurisdictionindustryIntersection recordsCohort share
BeijingNext-generation information technology8520.5%
ShenzhenNext-generation information technology5613.5%
ZhejiangNext-generation information technology338.0%
GuangdongNext-generation information technology204.8%
ShanghaiNext-generation information technology194.6%
SichuanNext-generation information technology184.3%
JiangsuNext-generation information technology163.9%
HubeiNext-generation information technology133.1%

A cell contains company IDs carrying both labels. It does not establish procurement, supply or investment relationships between firms. Multi-label cells may overlap.

This page displays 8 of the full cross-tab’s 80 non-empty cells; the other 72 remain in the analysis.

Evidence coverage and strength of conclusions

Record fieldNon-empty/cohortCompletion
Company name414/414100.0%
reporting jurisdiction414/414100.0%
industry414/414100.0%
Recorded products414/414100.0%
sub-industry414/414100.0%
Chain labels414/414100.0%

Non-empty fields are not necessarily accurate or supported by originals.

Scope of source supportCount
Profiles with source-supported excerpts108
Distinct corresponding companies108
Reviewed Chinese/English paragraph pairs115

Counts concern existing reviewed bilingual excerpts, not re-certification of originals or entire reports.

Transparent rule reminderRecordsCohort share
Contains registration-narrative wording102.4%
Only generic operations vocabulary remains20.5%

A rule hit prioritises review; it does not establish that the entire field is wrong. One record can trigger several rules.

Matched fieldCandidatesCohort share
Company name51.2%
Recorded products35686.0%
Sub-industry8921.5%

An ID may match several fields, so counts may exceed the cohort total. Matches establish search relevance only.

Among the translated non-broad query terms, “artificial intelligence” has the most matches: 208/414. Name, product and sub-industry fields match 4, 181 and 35 records respectively; the largest field is product field. Fields can overlap, and a term remains a search link rather than verified business activity.

Selected query termCandidates/shareName matchesProduct fieldSub-industry
artificial intelligence208 · 50.2%418135

Selected broad terms and specific segment terms, not the full query. Terms and fields can overlap and must not be summed. Counts show lexical sensitivity; no records are removed without primary evidence.

Intersection with 2026 local lists

71 of this cohort’s 414 records link through existing company-ID mappings to 2026 lists from all jurisdictions (17.1%). This intersection measures list linkage, not successful recognition or company growth.

Observation setList recordsNew-applicant recordsReview recordsMapped company IDs
National list records linked to this cohort’s IDs7146771

List rows and company IDs are separate counts, not new firms or final recognition.

Stored 2026 local-recommendation records, sources and stage definitions

Recorded roles and delivery checks

Model applications require task and data checks

The Artificial intelligence and data intelligence label covers 33 records (8.0% of this cohort). This archive clue raises a verification question about Task-bounded industrial models or application services with evaluation records; it does not establish that these companies already deliver it.

Delivery framework, stages and original sources

Related studies and shared records

Shared records with Database Data Governance Keyword Candidate Study: 88; records in this cohort but outside that set: 326. The intersection/union ratio is 17.3%, a measure of label overlap rather than business collaboration. Read comparison

Shared records with Cloud Data Center Infrastructure Keyword Candidate Study: 79; records in this cohort but outside that set: 335. The intersection/union ratio is 17.0%, a measure of label overlap rather than business collaboration. Read comparison

Company samples and record links

CompanyJurisdictionRecorded industry
Beijing Qingwei Intelligent Technology Co., Ltd.BeijingNext-generation information technology
Shenzhen Yisheng Technology Co., Ltd.ShenzhenNext-generation information technology
Shenzhen Yspring Technology Co., Ltd.ShenzhenNext-generation information technology
Moore Meta-number(Xiamen)Technology Co., Ltd.FujianNext-generation information technology
Southern Power Grid Computing Technology Digital Engineering (Guangdong) Co., Ltd.GuangdongNext-generation information technology
Global Science&Technology (Shanghai) Co., Ltd.ShanghaiNext-generation information technology
Guangdong Prophet Big Data Co., Ltd.GuangdongNext-generation information technology
Wuhan Wisdom Technology Co., Ltd.HubeiNext-generation information technology

Stable-ID samples, not rankings; metrics use the full cohort.

Directly related profiles and reports

Methodology

Read ID deduplication, comparison, batch and evidence definitions