AI strategy & technology leadership
Decide where to invest and what to build or buy.
AI opportunity roadmaps · Value and usage reviews · Technology direction
AI strategy · Custom technology · Team adoption
AI strategy.
Practical technology.
Built for your business.
I help you choose where AI fits, get more from the tools you use, and create the software your business needs—with your people at the center.
Business priorities
Practical technology
People ready to use it
What I can help with
From the big decision
to the practical detail.
Six areas of support, scoped around your business and the people doing the work.
Custom applications & integrations
Create the tools your existing software doesn’t provide.
Internal applications · Customer experiences · API integrations
AI agents & knowledge assistants
Help people find answers and manage multi-step work.
Internal knowledge assistants · Task-specific agents · Human approval points
Automation & business data
Connect systems and make information easier to use.
n8n automation · Data preparation and cleanup · Reporting and dashboards
Commerce & content systems
Improve digital operations and the customer experience.
Commerce integrations · Product information · Human-reviewed editorial tools
Team training & AI adoption
Help your people use, check and improve AI in their jobs.
Practical workshops · Role-specific coaching · Collaborative builds
Selected work
Systems built around
real business needs.
Source material
Draft fields
Human review
Commerce operations / n8n + Excel
Product setup automation
Preparing structured product information within an existing workflow, with a person reviewing and entering the final content into Magento.
Read the case study
Research
Draft
Editorial review
Content operations / Applied AI
Human-reviewed content workflow
A staged research and writing process where a knowledgeable editor can approve, revise or restart the work. Human review stays permanent.
Explore this workflowHow we can work together
Start where you are.
Choose the advice you need and the level of implementation help that suits you.
New to AI
AI opportunity & roadmap
Identify priority use cases, assess readiness and compare approaches. Leave with a strategy, a practical roadmap and a way to measure progress.
Already using AI
AI value & usage review
Review tool costs, redundant subscriptions, model–task fit, output quality, checking and rework, staff practices and productivity. Leave with a baseline and prioritized improvements to test.
Expected benefits are tested against your baseline; savings and ROI aren’t guaranteed. Have a clear project already? We can scope it directly.
Then choose how much help you want.
Three independent options. Advisory work can finish with the plan.
A clear plan.
Your team takes it from there.
Priorities, recommended tools, responsibilities and acceptance criteria. You or your chosen provider owns implementation.
Your people build.
I help them develop.
Targeted training, design guidance and build reviews while your internal team implements and owns the system.
I lead the build,
or work alongside you.
A scoped application, agent or integration, with testing, documentation, training and handover. Ongoing support is agreed separately.
Implementation is optional. Training can also stand alone.
The person behind LVW
Architecture thinking.
Hands-on delivery.
Michael Hubbard
I’m a business and process architect and technology consultant. My background spans enterprise retail, ecommerce, CTO responsibilities, engineering leadership and hands-on delivery.
I bring business architecture, technical judgment and practical coaching to the same conversation—whether you need an independent plan, a stronger internal team or help building a system.
Commerce provides the initial case studies. The services extend to technology decisions, custom applications and AI adoption across many kinds of business.
Focused consulting and project engagements.