GCRI · Advanced Industry and Robotics
Source and data register
Where Advanced Industry and Robotics gets its data: each source with its licence, lineage, resolution, quality checks and known gaps.
01Sequence
The order things happen in.
- 01Draftsources cited, labels attached
- 02Evidence checkevery value traced
- 03Independent reviewconflicts declared
- 04Editionpublished with its limits
- 05Correctiona new version, never a silent edit
02What is recorded
Each source carries five facts.
01
Origin
Who produces the data and how.
02
Access terms
Licence, restrictions and permitted uses.
03
Quality
Coverage, resolution, update frequency and known errors.
04
Provenance
How the data reached the platform and what was changed.
05
Gaps
What is missing and how the gap is handled.
03Register
Every source the topic dossiers cite, with its terms.
| Source | What it gives | Terms | Used in |
|---|---|---|---|
| CCPS process safety resources | Industry guidance and metrics | Licence per publication | Industrial process safety |
| CISA industrial control systems advisories | Vulnerabilities and mitigations in control products | Public domain, US government | Industrial cyber resilience |
| eMARS major accident reporting system (European Commission JRC) | Reported major accidents and lessons | Public, EU terms | Industrial process safety |
| ENISA reports on industrial and OT security | Threat and good practice analysis | Public, ENISA terms | Industrial cyber resilience |
| EU Best Available Techniques reference documents | Techniques and emission levels for industries | Public, EU terms | Circular economy and pollution |
| EU-OSHA reports on digitalisation and occupational safety | Evidence on new technology and worker safety | Public, EU terms | Human machine work |
| Eurofound European Working Conditions Survey | Job quality, technology use and intensity | Public, Eurofound terms | Human machine work |
| Eurostat circular economy indicators | Circular material use rate and waste statistics | Open, Eurostat reuse policy | Circular economy and pollution |
| Eurostat energy statistics | Final energy consumption in industry | Open, Eurostat reuse policy | Industrial energy and water |
| Eurostat enterprise robot use statistics | Share of firms using industrial and service robots | Open, Eurostat reuse policy | Industrial robotics |
| Eurostat enterprise technology statistics | Adoption by firm size | Open, Eurostat reuse policy | Technology adoption |
| Eurostat ICT usage in enterprises and advanced technology modules | Adoption of automation, robotics and data technologies | Open, Eurostat reuse policy | Industrial automation |
| Evaluations of manufacturing extension programmes | Effects of adoption support | Licence per publication | Technology adoption |
| FAO AQUASTAT | Water withdrawal by sector | Open, FAO terms | Industrial energy and water |
| IEA World Energy Balances and industry tracking | Industrial energy use by sector and fuel | Licence per product (to check) | Industrial energy and water |
| IEC 62443 series | Industrial automation security requirements | Licensed standards, purchase required | Industrial cyber resilience |
| ILOSTAT | Employment and occupational injury statistics | Open, CC BY 4.0 | Human machine work |
| Industrial decarbonisation roadmaps from governments | Plans and data for heavy industry | Public records, licence per government | Industrial energy and water |
| Industry association surveys on downtime and maintenance | Reliability practice | Public summaries, terms to check | Industrial automation |
| International Federation of Robotics World Robotics reports | Installations and density by country and sector | Commercial report; public summaries (to check) | Industrial robotics |
| ISA and IEC standards for automation (ISA-95, IEC 61131) | Architecture and programming standards | Licensed standards, purchase required | Industrial automation |
| ISO 10218 and ISO/TS 15066 | Robot safety requirements | Licensed standards, purchase required | Industrial robotics |
| ISO Survey of management system certificates | ISO 50001 certification counts | Public, ISO terms | Industrial energy and water |
| ISO/ASTM 52900 series | Terminology and standards for additive manufacturing | Licensed standards, purchase required | Materials and manufacturing |
| Joint agency advisories on threats to operational technology | Actor behaviour and mitigations | Public, terms per agency | Industrial cyber resilience |
| National labour force surveys | Employment by sector and occupation | Public records, licence per government | Human machine work |
| National occupational injury statistics | Injuries involving machinery and robots | Public records, licence per government | Industrial robotics |
| NIST additive manufacturing resources | Measurement science and standards for additive processes | Public domain, US government | Materials and manufacturing |
| OECD chemical accidents programme | Guidance and lessons learned | Public, OECD terms | Industrial process safety |
| OECD Employment Outlook and automation studies | Labour effects of automation | Public, OECD terms | Human machine work |
| OECD Main Science and Technology Indicators | R&D spending by sector | Public, OECD terms | Materials and manufacturing |
| OECD materials and waste statistics | Material productivity and waste | Public, OECD terms | Circular economy and pollution |
| OECD studies on technology diffusion and productivity | Evidence on adoption gaps and policies | Public, OECD terms | Technology adoption |
| OECD studies on the diffusion of digital and automation technologies | Cross-country adoption evidence | Public, OECD terms | Industrial automation |
| Pollutant release and transfer registers, such as E-PRTR and US TRI | Facility-level releases of pollutants | Public, terms per register | Circular economy and pollution |
| Published incident reviews from manufacturers | Effects and recovery after incidents | Public records, terms per publisher | Industrial cyber resilience |
| Regulator recall databases | Recalls by product and cause | Public records, terms per regulator | Materials and manufacturing |
| Seveso establishment registers (eSPIRS) | Major hazard establishments in Europe | Public, EU terms | Industrial process safety |
| UN Comtrade robot trade (HS 847950) | Trade in industrial robots | Free access with limits, UN terms | Industrial robotics |
| UNEP International Resource Panel global material flows database | Material extraction and consumption | Public, UNEP terms | Circular economy and pollution |
| UNIDO industrial statistics | Manufacturing value added and production by sector | Public, UNIDO terms | Materials and manufacturing |
| US Census Bureau Annual Business Survey technology modules | Firm adoption of automation and AI | Public domain, US government | Industrial automation |
| US Chemical Safety Board investigation reports | Detailed investigations of chemical accidents | Public domain, US government | Industrial process safety |
| World Bank Enterprise Surveys and Firm-level Adoption of Technology survey | Technology use by firms in many countries | Free with registration, World Bank terms | Technology adoption |
| World Management Survey | Management practice scores across firms and countries | Public, terms to check | Technology adoption |
04Known gaps
Where the industrial data record is thin.
- Near-miss data across firms.
- Natech event records.
- Data on robot-related incidents.
- Industrial water and energy use at site level.
05Status
How the register grows.
Sources are added to the register as they are reviewed. A source is listed only once its terms permit the use described.
06Sources
Where this page’s references lead.
The bodies and documents this page is read against. Status and editions change; each link goes to the issuing body.
07Questions
Questions and answers.
Can I suggest a data source?
Yes. Write to the contact form with the source, its owner and its terms.
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Reports is the Consortium’s quarterly publication. What you know about this subject can become evidence, a case or a correction in the next edition, credited to you and published under CC BY 4.0 where it is your own work.
GCRIAdvanced Industry and RoboticsExponential TechnologyGlobal Sector Risk and Resilience
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