Social Data Research
Workforce, diversity, health-and-safety and supply-chain indicators researched from what companies actually disclose.
What is included
Social Data Research, in detail
Workforce metrics
Headcount, turnover, diversity and pay-gap data where disclosed.
Health and safety
Incident and lost-time rates captured on a consistent basis.
Supply chain indicators
Audit coverage, supplier codes and reported violations.
Community data
Investment, engagement and local impact disclosures.
Consistent framing
Mapped to your framework so the data is directly scoreable.
How we work
Four steps, no surprises
- ConsultationWe learn the business and what success looks like.
- Audit & scopeA written plan: what we build, in what order, at what cost.
- BuildDelivered in stages you review as we go.
- SupportMonitoring and iteration once it is live.
Questions
Frequently asked
Which frameworks do you map to?
GRI, SASB, and custom internal frameworks. We map to whichever you score against.
What about private companies?
Coverage is thinner and we will tell you where it is too thin to be useful.
More Data services
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Sourcing and assembling training datasets to a defined specification, with provenance tracked and licensing documented.
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Cleaning, normalising, deduplicating and structuring raw data so it is genuinely fit to train on.
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Text, image, audio and video annotation against your guidelines, with multi-pass QA and measured agreement.
Learn more →LLM Fine-Tuning Data
Instruction, preference and evaluation datasets built and reviewed by humans for fine-tuning and alignment work.
Learn more →AI Model Validation
Human evaluation of model outputs against defined rubrics, producing scored, reviewable and reproducible results.
Learn more →Environmental Metrics Research
Emissions, energy and resource-use data gathered from disclosures and standardised across entities for comparison.
Learn more →