Product + Platform Builder
I lead complex initiatives at Rivian and turn ambiguity into software that ships.
Ben Neigher
Building AI systems that hold up in the real world.
I work on agentic AI and platform architecture at Rivian, and I spend a lot of time mentoring engineers as they grow into larger technical scope.
Agentic AI Systems
I focus on practical AI workflows where models, tools, and data stay aligned in production.
Mentorship + Influence
I help engineers level up and earn the kind of technical trust that moves teams forward.
How I operate
I care about building meaningful systems and earning long-term technical trust.
01 /
0 → 1 Product Launches
I like taking ideas from whiteboard sketch to production launch.
02 /
AI Platform Architecture
I design platform foundations that scale with team velocity, not against it.
03 /
High-Leverage Execution
I move fast, measure results, and keep improving systems after launch.
Agent Runtime
$ initialize --context rivian-assistant
✓ tools connected
$ orchestrate --workflow customer-intent
→ planning, retrieval, action
$ deploy --mode production
✓ measurable user impact
agents
active
signals
streaming
delivery
shipping
Focus areas
A few areas where I spend most of my time.
Rivian Assistant (High-Level)
Work on voice assistant initiatives with a focus on reliability and real user experience.
Conversational AIProduct DeliveryReliability
AI Platform Architecture
Architecture work that helps AI features go from concept to deployment faster.
Systems DesignPlatform ThinkingScale
Builder Portfolio
Software and hardware projects that show how ideas become real systems.
0→1Full-StackIoT
Mentorship
I work with engineers who want sharper judgment, better system design instincts, and confidence in bigger roles.
Connect for mentorship →Notes from the work
Notes on system design, execution, and lessons from shipping AI products in the real world.