Tailored Knowledge Graphs that make global markets transparent
Build next-gen software solutions and analyses on top of our market-specific Knowledge Graphs — each one consisting of millions of data points covering all the important market players, their owners and partners, production facilities and more.
Get Detailed Data on Manufacturers & their Facilities Worldwide
Our data contains detailed information on all the important players in your market, including owner, supplier, or customer relations, facilities, products produced at these facilities, technologies used and services offered.
We find both existing and planned facilities, infer the current status of the facility and identify adverse events that affected a location. We see what products are produced at which location, who supplies and who is supplied by the facility what technologies are used there and what services are offered.
We cover manufacturing markets globally and in many languages. As we include many different data sources, we are not restricted to certain countries or cross-border transactions. For each organization and each facility, we gather many hundreds of thousands of original sources in order to capture all the information that is publicly known.
In order to ensure the highest level of quality possible, we employ the most advanced techniques in areas like named entity recognition, entity resolution and disambiguation, graph construction and consolidation, geocoding and more.
Data-as-a-Service (DaaS)
Company-specific
Supply Chain Modelling
Specify a set of manufacturers and get detailed information about their customers and suppliers, owners, production facilities, products and more.
Tailored Knowledge Graphs
for Whole Markets
Based on your requirements, we create tailored, market-specific Knowledge Graphs that model global manufacturing networks and provide detailed information on company and location level.
Pre-Built Datasets
Ready-made Knowledge Graphs covering popular topics like the European battery market that can be purchased and used immediately.
High-Quality Data, Easy to Integrate
We provide the data in the format that suits your needs the best. If you don’t want to deal with complex graph representations, we can provide you the data in a simple, flattened format that can be ingested easily in No-SQL databases like Elasticsearch. We can also link your existing datasets to our Knowledge Graphs so you don’t have to take care of that on your side.
The simplified data sample gives an impression of the data we collect for each company and facility, but we have even more detailed information in the background.
1{
2 "nodes": [
3 {
4 "id": "8a1c2f4d-3bdf-4b78-9bcb-3c5b8c9087d1",
5 "label": "organization",
6 "properties": {
7 "name": "ACME Corp.",
8 "description": "ACME Corp. is a manufacturer of unconventional products, perfect for those unexpected situations life tends to throw at you.",
9 "industries": [
10 {
11 "code": "339999",
12 "name": "All Other Miscellaneous Manufacturing",
13 "type": "naics_6_2022"
14 }
15 ]
16 }
17 },
18 {
19 "id": "4e7b2f93-7e4d-426e-9c87-5c9d5e2c40b2",
20 "label": "facility",
21 "properties": {
22 "name": "ACME Factory Springfield",
23 "description": "An industrial site dedicated to the creation of products that are often surprising in their outcomes.",
24 "type": ["factory"],
25 "location": {
26 "city": "Springfield",
27 "state": "Arizona",
28 "country": "USA"
29 },
30 "facility_status": ["active", "expanding"],
31 "industries": [
32 {
33 "code": "339999",
34 "name": "All Other Miscellaneous Manufacturing",
35 "type": "naics_6_2022"
36 }
37 ],
38 "input_products": [
39 {
40 "product_name": "High-Tensile Steel",
41 "product_description": "Steel of a higher-than-average tensile strength, ideally suited for devices prone to unexpected stress.",
42 "product_application": "Production of heavy-duty equipment and structures",
43 "product_category": {
44 "code": "7213",
45 "title": "Iron or non-alloy steel; bars and rods, hot-rolled, in irregularly wound coils",
46 "type": "hs_4_2022"
47 }
48 }
49 ],
50 "output_products": [
51 {
52 "product_name": "Rocket-Powered Roller Skates",
53 "product_description": "Roller skates with attached rocket engines for the user who values speed over safety.",
54 "product_application": "Rapid transportation",
55 "product_category": {
56 "code": "9506",
57 "title": "Gymnastics, athletics, other sports (including table tennis) or outdoor games equipment, n.e.c. in this chapter, swimming pools and paddling pools",
58 "type": "hs_4_2022"
59 }
60 }
61 ],
62 "services_provided": ["Custom product development", "Rigorous testing"],
63 "technologies_used": ["Propulsion systems", "Additive manufacturing"],
64 "number_of_employees": 150
65 }
66 },
67 {
68 "id": "da2e7f50-b45a-489b-b915-274e19e8e30f",
69 "label": "organization",
70 "properties": {
71 "name": "Widget Supplies Inc.",
72 "description": "Supplier of components that meet most industry standards and some customer expectations.",
73 "industries": [
74 {
75 "code": "423840",
76 "name": "Industrial Supplies Merchant Wholesalers",
77 "type": "naics_6_2022"
78 }
79 ],
80 "location": {
81 "city": "Gadgetville",
82 "state": "California",
83 "country": "USA"
84 }
85 }
86 }
87 ],
88 "edges": [
89 {
90 "source": "8a1c2f4d-3bdf-4b78-9bcb-3c5b8c9087d1",
91 "target": "4e7b2f93-7e4d-426e-9c87-5c9d5e2c40b2",
92 "type": "company_owns_facility",
93 "properties": {
94 "first_source_published_date": "2015-06-01",
95 "last_source_published_date": "2023-04-15"
96 }
97 },
98 {
99 "source": "da2e7f50-b45a-489b-b915-274e19e8e30f",
100 "target": "8a1c2f4d-3bdf-4b78-9bcb-3c5b8c9087d1",
101 "type": "company_supplies_company",
102 "properties": {
103 "first_source_published_date": "2018-09-12",
104 "last_source_published_date": "2024-01-05"
105 }
106 },
107 {
108 "source": "da2e7f50-b45a-489b-b915-274e19e8e30f",
109 "target": "4e7b2f93-7e4d-426e-9c87-5c9d5e2c40b2",
110 "type": "company_supplies_facility",
111 "properties": {
112 "first_source_published_date": "2020-11-02",
113 "last_source_published_date": "2024-01-05"
114 }
115 }
116 ]
117}
118Request a Free
Data Sample
Good to know
We design our data products with professional data users in mind.
Permissive Data License
Our data license allows you to integrate our data into your software solutions. Individual reseller agreements are also available.
Regular Data Updates
You can decide if you just want a one-off dataset or regular updates for your Knowledge Graphs.
Tailored to your Needs
Our team will be happy to support you with defining the scope and requirements so we can provide you with datasets tailored exactly to your needs.
