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yves
Academy

Four tracks.
Taught from live deployments.

Free, self-paced certification covering feedback intelligence, statistical rigor, and institutional governance. Every module is grounded in real production workflows, edge-case failure modes, and operational remediation.

4

Certification tracks

Foundations, Analyst, Governance, and Deployment.

33

Modules

Every unit drawn directly from live production deployments.

Included

All tiers

Accessible for all customers, partners, and evaluation teams.

15 hrs

Full curriculum

Self-paced coursework with verifiable credentialing per track.

Tracks

Select the track tailored to your operational role

Foundations

6 modules · 2 hours

Taxonomy architecture, automated enrichment pipelines, multi-signal integrity screening, and triage decision pathways.

Target audienceAll console operators and department leads

CredentialYves Certified Practitioner

Analyst

9 modules · 4 hours

Statistical distributions, Wilson score confidence intervals, drill-through verification, and signal anomaly detection.

Target audienceQuality assurance, risk, and analytics teams

CredentialYves Certified Analyst

Governance

7 modules · 3 hours

Metric registry configuration, audit lineage, purpose-based access control, periodic recertification, and defending published board metrics.

Target audienceData protection, legal, and compliance officers

CredentialYves Certified Governance Lead

Deployment

11 modules · 6 hours

Institutional taxonomy workshops, multilingual translation routing, placement planning, operational go-live, and executive reporting.

Target audienceImplementation teams, systems integrators, and enterprise partners

CredentialYves Certified Deployment Lead

Curriculum sample

Selected modules across core operational disciplines

Long-tail anomaly detection and low-frequency risk signals
Institutional taxonomy design and board-level validation
The automated enrichment and classification pipeline
Interpreting multi-signal integrity verdicts
Wilson score confidence intervals for sparse feedback data
Drill-through discipline and evidence-linked verification
Quadrant analysis for neglected operational categories
Semantic vector search across unstructured multilingual text
Submission channel placement and physical touchpoint planning
Evidence-grounded executive summaries and response drafting
Assembling audit-ready evidence packs for executive review
Multilingual parity and dialect-aware translation evaluation
Next step

Certify your operational team.

Included across every subscription tier from Foundation to Enterprise. Authorized partners receive the Deployment track alongside hands-on technical onboarding workshops.