Former Google PM • $100M+ in value delivered • 250%+ avg. ROI
Two free steps: a 1-page Opportunity Scan delivered in minutes, then a 60-minute walkthrough where we map real ROI with your team. You only pay if we agree on something worth building.
How It Works
You only pay for the third step — and only if the math works for you.
Tell us about your workflows in 60 seconds. Within minutes you get a directional 1-page scan with your top 3 likely AI opportunities and ROI ranges.
The actual assessment. We interview your team, look at real workflow data, and convert the scan's ranges into concrete projections.
If the walkthrough confirms a high-ROI opportunity, we build it. 6-8 weeks, $40K-$70K. If not, you walk away with the scan and the walkthrough notes.
Industry Data
Industry data shows consistent, measurable returns from AI-driven automation across all business sectors.
Fit
We work best with operations-focused leaders at companies doing $5M-$500M in revenue
Engagements
Tailored solutions for every stage of your AI-Ops journey
We map your top 3 AI opportunities, then refine them with your team in a 60-min walkthrough. Two free steps before you ever talk price.
Complete automation implementation with enterprise-grade security.
Ongoing strategic guidance and optimization.
Empower your team with practical AI-Ops skills.
Framework
We don't just drop in a model -- we SHIFT your entire operation to an AI-first footing.
Capture the current workflow
Redesign a realistic future state
Build & integrate the automation
Iterate until KPIs hit target
Roll the solution out to the team
Results
Measurable results that transform your bottom line
Team
You work directly with Paul and Jeff on every engagement — from the scan through the build.
Founder & Principal
Architects and ships agentic AI systems for operations — agents, retrieval-augmented generation, tool-use orchestration, and the engineering realities of making LLMs work reliably in production. Two decades of production engineering, former Product Manager at Google. Started OpsAI Lab because most AI consultants don't understand operations — and most ops leaders are tired of AI demos that never ship.
Principal AI Engineer
Brings deep AI engineering experience from inside Google's AI ecosystem. Partners with Paul on every engagement — Paul leads the workflow diagnosis and ROI math, Jeff designs and ships the implementation. Specializes in production-grade LLM and agent architectures, with a focus on reliability over novelty.
Client Impact