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Diversity & Inclusion

Move D&I from intention to measurable progress. Representation, pay equity, hiring-funnel equity, goal tracking — on your SuccessFactors data.

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Represent Dashboards
Pay equity Analyzed
Funnel Equity tracked
Goals Measured

Why D&I analytics matters

Intention without measurement
is performance.

Most D&I programmes measure their own activity, not their outcomes. The discipline is measuring the latter.

Most D&I work is well-intentioned activity: training sessions, employee resource groups, sponsorship announcements. The work matters. The activity is necessary. But it is not the same as outcomes. Outcomes are what changes in representation, in pay equity, in promotion rates, in retention. Those are measurable. The discipline is measuring them.

Five capabilities: representation dashboards at every level, pay equity analysis with statistical significance, hiring-funnel equity stage by stage, retention equity over time, and goals tracking against commitments.

Most D&I programmes measure their own activity, not their outcomes.

Representation surfaced. Pay equity tested. Hiring funnel analysed. Retention compared. Goals tracked. The data-grounded D&I function that produces measurable progress — not measurable activity.

The five capabilities

From intention to
measurable progress.

A measurement stack that distinguishes activity from outcome. For each capability, here is the concept — then what we deliver.

01 Representation

Representation dashboards across the levels and functions that matter. Not just headcount — representation at every promotion gate, in every pipeline, against every commitment.

What we deliver

Representation dashboards by level, function, geography, and tenure; year-over-year trend analysis; pipeline representation at every promotion gate; benchmark comparison against published industry data; and goal-tracking against public commitments.

Outcome

Representation visible at the level where decisions get made — not just at the all-hands.

02 Pay Equity

Pay-equity analysis with statistical significance. Like-for-like comparison controlling for level, tenure, performance, location — surfacing where the unexplained gap remains.

What we deliver

Statistical pay-equity analysis using multi-variable regression; like-for-like comparison controlling for legitimate factors; surfacing of the unexplained residual; remediation modelling with cost estimates; legal-defensible methodology; and ongoing monitoring after remediation.

Outcome

Pay equity claims you can defend — or remediation choices you can fund.

03 Hiring Funnel

Equity at every hiring stage. Where the funnel narrows asymmetrically — sourcing, screening, interviewing, offer, acceptance — and what to do about it.

What we deliver

Stage-by-stage funnel analysis by demographic; sourcing-channel equity comparison; screening pass-rate analysis; interview-stage drop-off by interviewer and stage; offer-rate and acceptance-rate analysis; and intervention design where bias surfaces.

Outcome

Hiring funnel bias surfaced at the stage it occurs — not aggregated to invisibility.

04 Retention Equity

Retention compared across demographics. Where attrition is disproportionate, when in tenure it spikes, and what the exit-interview data says about why.

What we deliver

Retention analysis by demographic over tenure curves; voluntary vs involuntary attrition split; exit-interview thematic analysis; engagement-survey demographic deep-dive; and intervention modelling where retention diverges.

Outcome

Retention gaps surfaced — with the data to design interventions that work.

05 Goals Tracking

Public D&I commitments tracked against actual progress. The discipline of measurable accountability against the goals leadership announced.

What we deliver

Goal-tracking dashboard against public commitments; quarterly progress reporting; gap analysis between commitment and trajectory; intervention recommendations where progress is off-track; and stakeholder reporting (board, ERGs, employees).

Outcome

D&I commitments that produce measurable progress — or get publicly revised when they cannot.

The reason it matters

Diversity and inclusion is the work of the workforce as a whole, every day. Analytics is the discipline that distinguishes work that produces measurable outcomes — from work that produces measurable activity.

Measure your D&I

Ready to make D&I
measurable?

Tell us your D&I goals and we'll show you the dashboards and pay-equity analysis that turn them into tracked, honest progress.

Book a discovery call → HR Reporting & Analytics
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Athena
Online · Trained on Renew HR
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How long does a SuccessFactors implementation take?
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With our SHARP SAP SuccessFactors Lighthouse package — Employee Central + Onboarding — you're in production in 12 weeks, fixed-scope. Full HCM suite (SHARP SAP SuccessFactors Plus) lands in 4-6 months. Both are signed off against SAP's own qualification criteria — 1 of 8 partners nationally with that accreditation.
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