DANIEL RIEGER

AI Product & Execution Advisory

I help organizations identify high-value AI product opportunities and take them from proof of concept to scaled, operational systems.

What I do


01.

AI Opportunity & Product Framing

Identify and shape high-value AI product opportunities grounded in real business needs, technical feasibility, and measurable outcomes.


02.

Build & Execution Leadership

Lead AI initiatives from proof of concept through build, launch, and scale - bridging product management, engineering, and operational delivery.


03.

Scale & Operationalization

Support the transition from initial deployment to reliable, scalable systems, with attention to adoption, governance, and ongoing improvement.

APPROACH

How I Work

I focus on practical, outcome-oriented delivery. My work emphasizes building real systems, aligning stakeholders, and ensuring that AI initiatives translate into durable operational value.

  • Clear ownership from idea through delivery

  • Tight feedback loops between product, engineering, and operations

  • Bias toward building, testing, and learning over prolonged analysis

  • Attention to adoption, reliability, and scale - not just initial deployment