Annual reviews without structured feedback have a 30% bias rate — unstructured manager evaluations drift toward recency, affinity and halo effects, and 30% of ratings deviate from objective performance. Annual reviews are mandatory under French labor law (entretien annuel d'évaluation), yet most organizations run them through a patchwork of Word templates, shared drives and email reminders.

The result: 30% of reviews are completed late or not at all, 360° feedback is collected manually and lost, and the signed review report is often missing from the employee record — creating legal exposure during a labor inspection or a disputed dismissal. The development plan, when it exists, lives in a separate spreadsheet and is never followed up.

The review cycle is launched from a structured form with exact fields: employee_id (lookup), manager_id (lookup), cycle_year (number), review_period_start (date), review_period_end (date), objectives (array of {objective_text, weight_percent, target_metric}), rating_scale (select: 1-5/1-4/Behavioral-grid), feedback_providers (multiselect lookup: peers, subordinates, clients), self_assessment_due_date (date), interview_date (date).

The workflow is structured as a decision tree with 2 branches (360° track for client-facing roles, direct-track for internal roles) after Step 2, and 7 steps end-to-end. Every action is appended to the timeline_review audit subtable.

• Step 1 (Start — HR): HR launches the cycle with employee_id, manager_id and cycle_year; the AI copilot suggests SMART objectives based on role and previous cycle.

• Step 2 (Routing — branch by role): if feedback_providers includes clients, route to the 360° branch; otherwise route to the direct branch with peers and subordinates only.

• Step 3 (email — 360° feedback requests): the workflow sends structured feedback requests by email to each provider in feedback_providers; the AI copilot aggregates and anonymizes the responses. Sub-branch: if a provider has not responded within 5 days, reminder email + escalation to their manager.

• Step 4 (Self-assessment): the employee completes a self-assessment against objectives; the workflow bundles it with the 360° feedback for the manager.

• Step 5 (Interview): the manager conducts the annual interview on interview_date and records the evaluation, strengths, areas for improvement and overall rating; the AI copilot drafts the review report from the interview notes and flags potential bias (e.g. rating inconsistent with 360° feedback).

• Step 6 (usePDF — review report eIDAS): the workflow generates the review report via usePDF with objectives, 360° feedback summary, evaluation and development plan; the employee and manager e-sign it via eIDAS signature.

• Step 7 (useArchive): the signed review report is archived encrypted via useArchive for the legal retention period, attached to the employee record, indexed by employee_id, cycle_year, rating.

Organizations deploying Utilyx annual reviews cut the bias rate from 30% to under 8% thanks to structured 360° feedback and AI bias-flagging, achieve 95% on-time completion (vs 70% before), and reduce the manager's administrative time per review by 50%.

The 360° feedback aggregation, the AI-drafted review report and the eIDAS signature turn a 3-week manual cycle into a 5-day structured workflow — and the no-code designer lets HR adjust the cycle, rating scale and feedback questionnaire without developers.