AI-first certification.
Ten years of ops experience, rebuilt with AI.

I partner with companies building or scaling certification programs. LMS selection, exam vendor RFQ, KPI framework design, AI-powered assessment. If your credentialing program is held together with spreadsheets and manual renewal emails, that is where I come in.

Four areas of practice.

🌎
Certification Program Architecture

Multi-tier credentialing structures, skills taxonomy design, exam blueprint development, and renewal lifecycle governance. From a blank slate to a live program.

📊
LMS Selection & Implementation

RFP/RFQ vendor evaluation, platform migration, SSO integration, user permission architecture, and data integrity audits across Docebo, Skilljar, Intellum, and others.

🤖
AI Assessment Design

Performance-based exam design with LLM-graded rubrics and automated scoring. Moving beyond multiple choice toward real-world task validation at scale.

📈
L&D KPI Framework

Success metrics tied to business outcomes: certification adoption, renewal compliance, learner engagement, and linkage to gross retention and product fluency.

Request a discovery call.

Free 30 minutes. No pitch, just a conversation about where your certification program is and where it needs to go.

Request received.

I will be in touch within 48 hours.