About Us
Operators building AI systems for real workflows.
OpsAI Lab is founder-led and deliberately focused: find one important workflow, prove the business case, then build the reliability layer that makes AI usable in operations.
Our Team
Meet the People Behind OpsAI Lab
Paul Ferguson
Founder & Principal
Paul architects and ships agentic AI systems for operations — agents, retrieval-augmented generation, tool-use orchestration, and the messy engineering realities of making LLMs work reliably in real businesses. He brings two decades across production engineering, product leadership, company building, fundraising, management, and scale-up operations. He started OpsAI Lab because most AI consultants don't understand operations — and most ops leaders are tired of AI demos that never ship.
Background
- Hands-on agentic AI engineering: agents, RAG, tool-use, evals, production reliability
- Former Product Manager, Google
- Founder/operator experience across fundraising, management, leadership, and scale-up execution
- 20+ years architecting production systems operations teams depend on
- Hands-on through every engagement — you work directly with Paul, not an associate
Jeffrey Ferguson
Principal, Strategy & Business Systems
Jeffrey brings the business-systems lens: a philosopher and entrepreneur at heart who thinks abstractly about how data, AI, incentives, and operating models come together to create value. His work at Google Cloud sits at the intersection of data and AI, and he helps pressure-test where AI should change a workflow versus where the underlying business system needs to be redesigned first.
Focus Areas
- Business model, workflow, and value-creation analysis
- Data and AI strategy from inside the Google Cloud ecosystem
- Systems thinking across teams, tools, incentives, and customer outcomes
- Practical judgment on where AI creates leverage — and where process design comes first
Our Story
Built For Serious Workflows
OpsAI Lab was founded on the belief that AI should solve repeated operating problems, not create another layer of tools to manage. The current market is full of demos; the scarce thing is reliable workflow change.
We keep the work senior-led and practical. You work directly with experienced builders on the diagnosis, business case, implementation, and handoff.
Why We're Different
- Operator Track Record Google product leadership plus founder/operator experience across fundraising, management, and scale-up operations
- Practical Focus We prioritize workflows with measurable volume, quality, speed, or risk reduction
- Operational Mindset Every solution is designed for real-world deployment
- Industry Expertise Deep experience across multiple business sectors
What Drives Us
Our Mission
To operationalize AI for businesses of all sizes, ensuring that every implementation delivers measurable, sustainable value.
Results-Driven
Every build needs a measurable operating case before implementation
Practical Implementation
Solutions that work in the real world
Continuous Improvement
Iterative refinement until targets are met
Transparent Communication
Clear expectations and regular updates
Knowledge Transfer
Empowering teams for long-term success
How We Work
We do not start with model demos. We start with the operating constraint, define how success will be measured, and build only when reliability, escalation, and ownership are clear.OpsAI Lab
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