Origins
About Heavy Chain Engineering
The story behind the strategic leadership and hands-on expertise that transforms technology teams and organizations.
Meet Jason Vertrees, PhD
Founder & Principal
I'm Jason Vertrees, PhD. For nearly 20 years, I've led engineering, product, and GTM teams across industries—from scientific computing to financial services. Classical computer science training taught me to see patterns others miss, which helped me recognize the AI shift early.
While others debated, I got hands-on. For the past two years I've built production-ready copilots, RAG pipelines, and agentic workflows that teams ship with. I've watched organizations unlock 100x improvements almost overnight with the right approach.
Today I solve the problems that keep executives awake: rising spend with flat delivery, teams stuck in neutral, morale dipping. I combine top-down clarity with bottom-up execution so AI adoption, culture change, and delivery shifts stick.
Quick perspective
- 20 years leading engineering, product, sales, and GTM teams.
- Builder who ships copilots, agents, and automation—not just decks.
- Facilitator for boardrooms, sales orgs, and technical teams.
"Family keeps me grounded and focused on building solutions that truly matter."
Top-down strategy
Proven methodology
Whether your team needs AI adoption or engineering performance improvements, I start by understanding your specific challenges and constraints.
- • Assess AI readiness and identify productivity opportunities
- • Establish clear AI adoption goals and success metrics
- • Bridge gaps between business objectives and technical execution
- • Create sustainable change management for AI integration
Bottom-up execution
Hands-on delivery
Then I apply my proven approach that addresses both strategic alignment and hands-on execution to unlock productivity gains that last.
- • Analyze current team skills and AI development readiness
- • Identify technical debt and process bottlenecks limiting performance
- • Implement AI tools and workflows teams actually use
- • Build repeatable practices that scale with organizational growth
Industries
Experience across domains
I've solved complex technical challenges across diverse industries, from scientific computing to financial services. This breadth gives me unique insights into what works across different contexts.