Diversity, Equity & Inclusion Platform

Part of the worlds-biggest-software-project initiative.

An AI-native, open-source platform for workforce DEI analytics, pay equity analysis, inclusion sensing, and programme management -- built with privacy-first architecture for global compliance.

DEI technology today is fragmented across specialist tools that each cover a slice of the problem: analytics dashboards, pay equity audits, diversity recruiting, mentorship programmes, and inclusion surveys all live in separate products with separate price tags. This platform unifies the full DEI lifecycle into a single open-source system designed for HR teams, people analytics practitioners, and executives who need to measure, track, and improve workforce equity with statistical rigour and regulatory compliance.

Why Diversity, Equity & Inclusion Platform?

Fragmented tooling forces multi-vendor sprawl. Organisations currently need Diversio or Visier for analytics, Syndio for pay equity, Qooper for mentorship, Culture Amp for inclusion surveys, and Textio for inclusive language -- each with its own contract, data model, and integration overhead. No single platform covers the full DEI lifecycle.
Enterprise pricing excludes the mid-market. Visier, Workday VIBE, and SAP SuccessFactors DEI modules are priced for large enterprises. Companies with fewer than 1,000 employees have limited options for statistically sound DEI analytics.
Privacy architecture is an afterthought. Demographic data is GDPR Article 9 special category data in the EU, yet most platforms treat privacy compliance as a configuration layer rather than a foundational design constraint. A privacy-by-design approach is a genuine differentiator for international deployments.
Managers are left without actionable guidance. Most platforms report data upward to HR and executives but leave frontline managers -- the people who most directly influence inclusion -- without contextualised, daily guidance on their own team's dynamics.
ESG reporting demand is accelerating. The EU Corporate Sustainability Reporting Directive (CSRD) and ESRS S1 standards are creating mandatory reporting requirements that connect DEI metrics directly to corporate disclosure workflows. Purpose-built compliance reporting is now a near-term enterprise requirement, not a nice-to-have.

Key Features

Workforce Demographic Analytics

Continuous dashboards tracking headcount, hiring, promotion, attrition, and pay equity across gender, ethnicity, age, disability, and veteran status
Statistical significance testing to distinguish genuine gaps from sampling noise
Intersectional analysis across multiple demographic dimensions simultaneously
Drill-down by department, manager, level, and geography

Pay Equity Analysis

Regression-based modelling controlling for role, level, tenure, and geography to surface unexplained compensation gaps
Real-time monitoring with alerts when new pay decisions create or worsen equity gaps
Compliance reporting aligned to EU Pay Transparency Directive, UK and US state-level equal pay laws, and CSRD/ESRS S1

Inclusion Sensing and Surveys

Scientifically validated pulse survey instruments measuring belonging, psychological safety, fair treatment, and voice
Anonymity architecture with configurable confidentiality thresholds to protect respondent identity
AI-driven theme identification from open-ended qualitative feedback
Demographic cross-tabulation of survey results to connect lived experience data to representation metrics

Programme Management

Mentorship programme management with DEI-aware matching engine (skills, career goals, diversity dimensions)
ERG community management, event tracking, and membership analytics
Causal analysis connecting programme participation to downstream outcomes (promotion rates, retention)

Reporting and Compliance

Pre-built report templates aligned to GRI Standards, CSRD/ESRS S1, Bloomberg Gender Equality Index, and EEO-1 requirements
Automated ESG narrative generation from underlying DEI data
Stakeholder-ready exports for board reporting, investor disclosures, and regulatory submissions

AI-Native Advantage

AI capabilities go beyond the pattern-matching and rule-based approaches used by incumbents. The platform uses AI for automated root-cause analysis that identifies which departments, managers, or processes are driving observed demographic gaps -- without requiring HR teams to run manual exploratory reports. Proactive alert generation surfaces emerging equity gaps before they become statistically significant. Personalised manager coaching delivers contextualised inclusion guidance to individual managers based on their team's specific demographic composition and sentiment signals. Natural language querying replaces BI-style drag-and-drop interfaces, making DEI analytics accessible to non-technical HR users.

Tech Stack & Deployment

Deployment modes: Self-hosted, cloud, or hybrid to meet data residency and sovereignty requirements -- critical for organisations handling GDPR Article 9 special category data across jurisdictions
HRIS integration layer: Pre-built connectors for Workday, SAP SuccessFactors, BambooHR, ADP, and extensible via REST API for custom integrations
Privacy-first architecture: Role-based access controls, data anonymisation, configurable confidentiality thresholds, and consent management designed as foundational constraints rather than configuration options
Standards alignment: CSRD/ESRS S1, GRI, EEO-1, and EU Pay Transparency Directive reporting built into the data model

Market Context

The DEI technology market spans workforce analytics, pay equity, diversity recruiting, and programme management -- tracked by Gartner under "Diversity, Equity and Inclusion Tech Tools." Enterprise incumbents (Diversio, Visier, Syndio) price primarily for large organisations, leaving the mid-market underserved. Demand is driven by two forces: CSRD compliance requirements affecting EU-listed multinationals, and a broader shift toward data-driven workforce equity practices in globally distributed organisations. The US market has shifted toward positioning around "workforce analytics" and "pay equity compliance" rather than explicit DEI branding following corporate programme rollbacks in 2024-2025.

Project Status

This project is in the research and specification phase.
Contributions, feedback, and domain expertise are welcome.

Contributing

We welcome contributions from developers, domain experts, and potential users. See CONTRIBUTING.md for guidelines.

Important: All contributions must be your own original work or clearly attributed open-source material with a compatible licence. Copyright infringement and licence violations will not be tolerated and will result in immediate removal of the offending contribution. If you are unsure whether a piece of code, text, or other material is safe to contribute, open an issue and ask before submitting.

Licence

Licence to be determined. See discussion for context.