Supplier Operational Risk Scorecard

This dataset provides a comprehensive view of supplier operational risk and ESG performance, enabling procurement and supply chain teams to benchmark, monitor, and proactively manage supplier risk. It includes key metrics such as risk scores, ESG ratings, compliance certifications, incident history, and delivery performance, supporting robust risk analysis and supply chain resilience.

  • last updated 4 Feb 2026
  • by GoMask
The brief that made it

Supplier risk assessment and benchmarking

Sample rows

preview · 8 of 100 rows · all 21 columns
supplier_idstringrisk_categorystringoperational_risk_scorefloatcritical_supplierbooleancompliance_certificationsstringsupplier_namestringregistration_numberstringindustry_sectorstringcountrystringaddress_streetstringaddress_citystringaddress_statestringaddress_postal_codestringcontact_emailstringcontact_phonestringesg_scorefloatlast_assessment_datedateincident_count_past_yearintegeron_time_delivery_ratefloatfinancial_stability_scorefloatnotesstring
SUP-0001Low23.1falseISO 9001,ISO 14001Alpha Industrial LtdREG123456ManufacturingGermanyHauptstrasse 12MunichBavaria80331info@alpha-industrial.de+49-89-123456778.42023-11-18097.888.7blank
SUP-0002Medium41.6falseISO 14001GreenTech SolutionsGT-4759201TechnologyNetherlandsEdisonweg 45AmsterdamNorth Holland1014ABcontact@greentech.nl+31-20-987654384.22024-03-02293.577.9Minor data security incidents resolved in Q3.
SUP-0003High78.3trueISO 9001Pacific LogisticsPL-998244LogisticsSingaporeOrchard Rd 211Singaporeblank238849sales@pacificlog.sg+65-6738123455.62024-01-15488.262.4Delivery delays and customs compliance issues in Q1.
SUP-0004Low11.9falseISO 9001,ISO 14001EcoMaterials CorpEM-334205Raw MaterialsCanadaBay Street 77TorontoOntarioM5J2R8support@ecomaterials.ca+1-416-555232391.52023-07-23099.194.6blank
SUP-0005Medium52.8falseISO 9001,ISO 27001BlueWave ElectronicsBW-754321ElectronicsSouth KoreaGangnam-daero 130Seoulblank06107info@bluewave.kr+82-2-545678973.62024-04-04196.180.3Product recall for batch #2437 in Q2.
SUP-0006High63.4trueISO 14001Sunrise ChemicalsSC-691205ChemicalsIndiaMG Road 56MumbaiMaharashtra400001chemicals@sunrise.in+91-22-3344556667.22023-10-22385.759.3Safety incidents in storage facility investigated.
SUP-0007Medium32.7falseblankVantage TextilesVT-421789TextilesTurkeyAtaturk Blvd 88Istanbulblank34000hello@vantagetex.com+90-212-555332270.12023-12-05094.478.9blank
SUP-0008Low18.5falseISO 22000Northern FoodsNF-888321Food & BeverageUnited KingdomKing Street 11ManchesterGreater ManchesterM2 6AWorders@northernfoods.co.uk+44-161-444555587.92024-02-08098.482.1blank

What the 100 rows show

from the 100-row sample

High (risk category) stands out: 25 of its 25 rows have critical_supplier = true, against 5 of 75 for the rest.

  • 30%critical_supplier = true
  • 43.9median operational_risk_score
  • 27industry sectors
  • 74.8median esg_score
  • 92.5median on_time_delivery_rate
  • 78.7median financial_stability_score
Critical supplier rate by risk_categorycritical_supplier = true
0%50%100%0%Low0 of 320%Medium0 of 38100%High25 of 25100%Critical5 of 5

High (risk category)'s mean operational_risk_score is 61.9, against 27.8 for Low, 43.5 for Medium and 73.2 for Critical.

operational_risk_score100 rows, in bands of 10
01530071321241516220050100operational_risk_score →

Median 43.9, from 11.9 to 84.2.

compliance_certifications89 rows with a value · 11 left blank
  1. ISO 900121
  2. ISO 1400116
  3. ISO 450017
  4. ISO 9001, ISO 140017
  5. ISO 220006
  6. ISO 9001,ISO 140015
  7. ISO 134854
  8. ISO 9001,ISO 270013
  9. ISO 9001,ISO 450013
  10. FSC, ISO 90013
21 columns by typefrom the column list below
  • string 14
  • integer 1
  • float 4
  • date 1
  • boolean 1

Columns

21 columns in four groups
blueprint · 21 columns
columntypedescriptionexample
Text 14 columns
supplier_idstringUnique identifier for each supplieruniqueSUP-0001
supplier_namestringOfficial name of the supplier organizationAlpha Industrial Ltd
registration_numberstringGovernment or industry registration number for the supplieroptionalREG123456
industry_sectorstringIndustry sector in which the supplier operatesManufacturing
countrystringCountry where the supplier is headquarteredGermany
address_streetstringStreet address of the supplier's headquartersoptionalHauptstrasse 12
address_citystringCity of the supplier's headquartersoptionalMunich
address_statestringState or province of the supplier's headquartersoptionalBavaria
address_postal_codestringPostal code of the supplier's headquartersoptional80331
contact_emailstringPrimary contact email for the supplieroptionalinfo@alpha-industrial.de
contact_phonestringPrimary contact phone number for the supplieroptional+49-89-1234567
risk_categorystringCategorical risk level assigned to the supplierLow · Medium · High · CriticalLow
compliance_certificationsstringComma-separated list of major compliance certifications held by the supplier (e.g., ISO 9001, ISO 14001)optionalISO 9001,ISO 14001
notesstringAdditional notes or comments regarding the supplier's risk profileoptionalMinor data security incid…
Numbers 5 columns
operational_risk_scorefloatAggregated operational risk score for the supplier (0-100, higher means higher risk)0 to 10023.1
esg_scorefloatAggregated ESG (Environmental, Social, Governance) score for the supplier (0-100, higher means better ESG performance)0 to 10078.4
incident_count_past_yearintegerNumber of reported operational or compliance incidents in the past year0 or more0
on_time_delivery_ratefloatPercentage of orders delivered on time in the past year (0-100)0 to 100 · optional97.8
financial_stability_scorefloatScore indicating financial health of the supplier (0-100, higher means more stable)0 to 100 · optional88.7
Dates and times 1 column
last_assessment_datedateDate of the most recent risk assessment2023-11-18
True or false 1 column
critical_supplierbooleanIndicates if this supplier is critical to the supply chainfalse

Use it for

  • critical suppl…30%30 of 100 rowsmean operational risk…27.8Low43.5Medi…61.9High73.2Crit…

    A logistics dashboard

    The critical_supplier rate, operational_risk_score by risk_category and a breakdown of compliance_certifications. Excel, Power BI or Tableau.

  • Why do 30 of 100 rows have critical_supplier = true?

    A root-cause class exercise

    Hand out the rows and one question. The answer is in the data, not in the brief.

  • A software demo

    Believable suppliers with supplier_name, registration_number and industry_sector to fill a screen in front of a buyer.

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This dataset100 rows21 columns
Yours10,000 rows21 columnscountry: UK only

blueprint · supplier-operational-risk-scorecard

Behind this dataset

Same schema. As many rows as you need.

These 100 rows came out of a blueprint — 21 columns with generation rules behind each one. Open it in Data Factory to retune a column, add your own, wire in foreign keys, and run it at the size you actually need.

Rules it was built with
  • Each supplier is scored across risk domains: delivery reliability, financial stability, ESG compliance, and geopolitical risk.
  • ESG compliance is rated based on a standardized checklist (e.g., labor practices, environmental policies).
  • Risk ratings are updated quarterly or upon major events.
  • Suppliers with scores below a set threshold are flagged for review.
  • Includes industry and region for supplier contextualization.
Rows
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Exports
CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
Licence
yours to use, including commercially
API slug
supplier-operational-risk-scorecard

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