The business question
Which pay differences are explained by legitimate factors, which remain unresolved, and what would it cost to address them?
Internal equity concerns are visible but root causes, exceptions, and remediation paths are scattered.
Equity & Fairness · Internal Equity
Understand pay differences properly before deciding what to correct.
Which pay differences are explained by legitimate factors, which remain unresolved, and what would it cost to address them?
What changes for the function
Move from an isolated answer to a stronger operating decision.
A defensible view of internal equity, compression and outliers with clear remediation priorities and quantified cost.
Comparable groups and positioning differences become visible.
Compression, inversion and unexplained outliers can be separated from legitimate differences.
Remediation choices can be costed before action.
The professional foundation
First, prove the core work is complete.
Before connected intelligence, scenarios or governance add value, the discipline itself must work properly. These are the capabilities and outputs a serious practitioner should expect to see.
What you can actually do in Evalio
- Define like-for-like comparator populations
- Compare employees and jobs by grade, family, location or other valid dimensions
- Analyse compa-ratio and range penetration
- Identify pay outliers
- Detect compression and inversion
- Test structural and market explanations
- Segment populations
- Model correction options
- Quantify remediation cost
What the organisation receives
- Internal equity analysis
- Comparable-cohort view
- Compression/inversion report
- Outlier register
- Remediation scenarios
- Correction-cost estimate
The professional methodology
See how the discipline works — not just what the software does.
The buyer can see the evidence required, the operating sequence and where professional judgement enters — while protected scoring weights, thresholds and proprietary mechanics remain protected.
- 01
Define valid comparable populations
- 02
Measure pay positioning and differences
- 03
Analyse compression, inversion and outliers
- 04
Test legitimate explanatory factors
- 05
Prioritise and cost remediation options
What Evalio needs
Role level, pay position, tenure, performance context, geography, and approved exception notes.
What the organisation receives
An internal equity review with cohorts, risk signals, and human-owned decision actions.
AI that works inside the discipline
Use AI to reduce effort and improve understanding — not to replace professional judgement.
Evalio separates embedded intelligence from Companion interaction. The AI role is specific to the professional task, bounded by the evidence available, and subject to human review.
Embedded AI layer
- Surface unusual patterns that merit investigation
- Identify cases not explained by available evidence
- Summarise cohort differences and likely review questions
- Compare remediation scenarios
Ask Companion
“What appears to explain this pay difference?”
“Which cases remain unexplained by the available evidence?”
“Where is compression concentrated?”
“What would it cost to address the most material gaps?”
Companion can explain, compare, challenge and simulate. The accountable professional still owns the conclusion and action.
The part most systems miss
The answer does not stop inside this capability.
Once the equity analysis is credible, it can connect to structures, market positioning, merit choices and workforce cost.
What strengthens this decision
- Grade
- Salary Structure
- Employee pay
- Approved exceptions
What this decision can change next
- Salary-structure review
- Merit
- Promotion Governance
- Decision Room
See it, do not just read about it
See the comparable population, positioning evidence, unresolved cases and remediation cost before an equity decision is made.
Representative output: Internal Equity Review. Equity risk register
What remains human-owned
Rewards governance and HR leadership owns the consequential review. Evalio can structure evidence, surface questions, compare alternatives and explain implications; it does not silently approve the decision.
Proof boundary
Product preview avoids employee data and legal conclusions.
Bring us the decision
See how Internal Equity would improve the operating decision your organisation needs to make.
Start with the business problem, inspect the evidence and connected consequences, then decide whether this capability — alone or with others — is the right fit.