Verified

Pilot results

Numbers you can cite - from the resume proof bank. Pilot outcomes are labeled as pilots.

OpenPage

~450,000+ learners
~3,300+ titles
Engineering org led toward ~30 engineers (9 direct in current Sr SDM role)

Agentic SDLC (pilots)

~50% defect reduction on pilot / recent feature releases
~30% engineer time saved where GenAI-assisted flows applied

Production ML · Cognowise / BYU-Idaho

~91% precision on student retention / course-risk models
Millions of learning events in the analytics stack

Self-hosted LLM lab

~150 internal engineers on privacy-first Mistral / Codestral tooling

Do not invent recall, AUC, revenue, or unpublished client counts. Ask before extending this list.