Bounded AI. Honoured source rights. Consultant-reviewed judgment. Recorded decisions.
Evalio enforces four governance contracts so sensitive Total Rewards decisions can be explained with confidence: what AI is allowed to do, where consultants must review, how source rights travel with every output, and what outputs are not used for.
AI prepares · Consultant reviews · Client decides · Evalio records.
One contract — applied to every decision class.
What Evalio AI does — and what it never decides.
Bounded AI is advisory only. It structures evidence and prepares summaries; it does not autonomously set pay, grade, promotion, entitlement, or legal status, and it does not expose prompts or protected evaluation logic.
Does Evalio AI decide pay, grade, or promotion?
No. AI structures evidence, surfaces gaps, and drafts summaries — never decides pay, grade, promotion, commission, entitlement, or legal status.
Can AI override a consultant or client?
No. Consultants review sensitive judgment; the client decides and approves.
Are AI prompts or model mechanics public?
No. Bounded AI does not expose prompts, protected evaluation logic, or model mechanics.
Where consultants review sensitive judgment.
Sensitive Total Rewards judgment — leveling, market positioning, equity exceptions, structure design — passes through named consultant review before any output is released or recorded.
When does a consultant get involved?
On sensitive judgment — leveling, market positioning, equity exceptions, structure design, and anything that must be defended later.
Can consultants override the client?
No. Consultants review and calibrate; the client decides and approves; the rationale is recorded.
Survey, market, and proprietary sources are honoured.
Each source's licensing terms are enforced at the surface. Proprietary survey, comparator, and client values are never re-published; public previews show structure, not values.
How is salary survey data used?
Strictly under each source's license. Source-rights flags travel with every output; previews never expose proprietary values.
Can we bring our own benchmark sources?
Yes — under your contractual access. Each source's licensing terms are honored; proprietary data is never re-published.
Outputs are decision-preparation — not final advice.
Evalio outputs prepare decisions; they do not replace legal, tax, regulatory, actuarial, or final compensation advice. External use is governed by your engagement terms.
Are Evalio outputs final advice?
No. Structured review and decision preparation only — not legal, tax, regulatory, actuarial, financial, or final compensation advice.
Can outputs be used externally?
Built for internal review, audit, and decision recording. External use is governed by your engagement terms.
The enterprise governance layer where decisions are sealed.
Role, reward, workforce planning, reporting, approvals, and decision records — governed across the organisation.
Boundaries and policies.
Personal and workforce data is handled under engagement terms and jurisdiction. Public previews use mock or public-safe examples only.
Use of Evalio is governed by engagement terms. Public-preview use creates no contractual relationship.
Outputs are decision-preparation — not legal, tax, regulatory, actuarial, financial, or final compensation advice.
Workspace access, data ingestion, and methodology calibration are governed by engagement terms.
For internal review, audit, board reporting, and decision recording. External re-publication is restricted.
Public pages and governed previews create no consulting, advisory, fiduciary, employment, compensation, legal, tax, or actuarial relationship with Evalio unless separately agreed in writing.
MENA Q2 2026 — Total Rewards & Workforce Report
Indicative, public-safe board-pack preview from the Evalio Insights library.
How Evalio handles evidence, rights, and review
“Can I share Evalio outputs externally without breaking source rights or governance?”
Evalio treats source rights, evidence trace, and review boundaries as platform behaviour — not as marketing claims. Every governed output declares what evidence it rests on, who reviewed it, and what it must not be used for.
- Evidence traceEvidence-traced — every claim links back to published registers and source evidence.
- Source rightsSource-rights honoured — no proprietary survey, comparator, or client values shown.
- Review boundaryAI prepares · Consultant reviews · Client decides — playback does not change this order.
- AI boundaryDecision-preparation only — not legal, tax, regulatory, actuarial, or final compensation advice.
The governance shape — never the mechanics.
Protected evaluation logic, factor curves, and formulas remain protected. What we publish is the governed shape of the workflow and its recorded artifacts.