SERVICES
Validate first. Build only what earns it.
Every engagement starts with a free scan and founder-led walkthrough. Paid work starts only when a workflow has a clear owner, measurable value, and a reliability plan.
Free Opportunity Scan
A 1-page directional analysis based on what you tell us plus your company's public information. Surfaces your top likely AI opportunities, assumptions, and risks.
- 60-second intake form
- 1-page PDF emailed within minutes
- Top opportunities ranked by pain, feasibility, and measurable value
- An honest scan, not a sales pitch — the limits are stated on the report
Free 60-Min Walkthrough
The actual assessment. We interview your team, look at real workflow data, and convert the scan's ranges into concrete projections you can act on.
- Live working session with founder Paul Ferguson
- We refine the scan with real volume, cost, and process data
- You leave with an explicit business-case model and open assumptions
- Still no commitment. If it's not a fit, we shake hands.
AI-Ops Playbook Build
If the walkthrough confirms a serious opportunity, this is how we build it. Automation, integration, evals, monitoring, and team handoff.
- Full workflow automation & integrations
- Custom dashboards & analytics
- Security, compliance, evals, and human escalation paths
Fractional AI-Ops Lead
Ongoing strategic guidance and optimization for companies that have moved past the first build.
- Ongoing governance & vendor curation
- KPI reviews & optimization
- Strategic roadmap evolution
Team Upskill — AI-Ops Essentials
Empower your team with practical AI-Ops skills.
- Hands-on workshop format
- Live teardown of your real workflows
- Reusable operating guides and follow-up resources
OUR APPROACH
Every engagement follows the SHIFT Method.
A practical operating system for moving from messy current-state workflows to tested AI-assisted operations.
The method is designed to expose weak assumptions early, before anyone funds a build that should not exist.
Capture current workflow and identify automation opportunities
Redesign optimized future state with AI integration
Build and deploy automation with proper governance
Iterate and optimize until KPIs hit target
Roll out to team with training and support
WHY OPSAI LAB
Built on Experience. Driven by Results.
Operator Credibility
Former Google PM and founder/operator with fundraising, management, and scale-up operating experience
Practical Focus
We only recommend builds when the operating math is worth inspecting
Industry Expertise
Product, startup CTO, and operating leadership experience
Full-Stack Implementation
From strategy to deployment and training
Vendor Agnostic
We recommend the best tools, not just our partners
Implementation Success Metrics
Manual hours, quality, cycle time, escalation rate, and auditability are defined before implementation starts.
OPERATING STANDARD
We do not sell AI for its own sake. We look for one workflow with enough volume, cost, risk, or growth pressure to justify a serious build, then design the controls that make it operationally safe.OpsAI Lab
Start with Step 1: Your Free Opportunity Scan
Two free steps before you ever talk price. The scan is yours in minutes; the walkthrough refines it. You only pay if Step 3 makes sense for you.
Get Your Free Opportunity Scan