Strategist · Systems Architect · Builder · Since 1999

I Love Designing and Architecting Systems

I grew up with the internet. I started in 1999 with a Gateway computer and AOL dial-up, before e-commerce and mobile apps transformed business.

For 27 years, I've learned, designed, and built as technology evolved.

The most important thing I learned was not technical.

I Learned to Listen

You know your business. I listen to understand how it works, what stands in the way, and what we should build together.

1999Where it started
27Years building
7Countries
1U.S. Patent
11,587,561 B2

How your business works as one system

MLW / 001
L1

What the business delivers

Websites, portals, streaming experiences, business platforms, and custom software that connect the organization with the people it serves.

L2

How the organization moves

The people, decisions, handoffs, approvals, communication, and daily work that carry an opportunity from first contact to a lasting customer relationship.

L3

What the system must understand

Your business language, rules, relationships, customers, history, and knowledge. The system should reflect how your organization thinks, not force your organization to adapt to the software.

L4

How information supports the work

One accurate view of the business. Connected systems, less repeated work, clearer decisions, and nothing important lost between people or tools.

L5

What keeps the business running

Reliable operations, security, privacy, controlled access, and changes that can go live without disrupting the people who depend on the system.

Most engagements begin with one part of the business. The right architecture brings every part into alignment.

Where this started

The Layer No Customer Sees

My first job in technology was keeping payment servers online while everyone else slept.

Night shift · 1999 Uptime, risk, and what it costs when the line goes flat Still running

Overnight technical support for a credit card processing company. I kept servers online and payment processing running, and I learned how attackers targeted card BINs, how quickly a threat develops, and what it costs a business when the invisible layer stops working.

Websites, applications, platforms, AI systems, and digital infrastructure have followed, across industries and across countries. That first job is still the foundation under all of it.

The problem beneath the request

What Are You Trying to Solve?

A request for a website is not always about the website. A request for AI is not always solved by adding AI.

Look Past the Feature List

Your customers may not be able to find what they need. Your team may be entering the same information into three systems. A process that worked at ten people may not survive fifty.

Strategy Before Technology

Before I recommend a website, application, platform, automation, or AI system, I look at the business system around it. The goal is not more technology. It is a better way for the business to work.

Capabilities

What I Strategize, Architect, and Build

Each of these sits somewhere in the stack at the top of this page. Most engagements start with one and end up touching the rest.

L1 – L5

Systems Architecture

A plan for how everything fits: what you already have, what you need, what has to talk to what, and the order to build it in. You get something you can budget and schedule before anyone writes code.

L4

Data Management

One accurate record instead of five that disagree. Cleaning up what you have, moving it safely, keeping it correct as it changes, and deciding who can see it and how long you keep it.

L3

Knowledge, Language, and Voice AI

Language models, machine learning, and hybrid approaches, matched to the problem rather than to whatever is in the headlines. Your policies, products, and history organized so a customer or an employee gets the right answer, drawn from your information rather than the open internet, and kept private when your data cannot leave.

L1 – L2

Applications and Platforms

Streaming media platforms for television and radio, applicant tracking, project management, enterprise systems, commerce, booking and scheduling, and custom software. Built for how your business runs rather than how off-the-shelf software wants you to run.

L1

Websites, and Being Found

Sites that say clearly what you do, load quickly, and show up when someone searches, including in the AI-generated answers that increasingly come before the search results.

L5

Infrastructure and Security

Hosting that stays up, control over who can see what, HIPAA-compliant environments when you handle health information, and a way to make changes that does not take the business offline.

A clear path forward

How I Work

01

Listen and Understand

We begin with the business problem, the people involved, how the work happens now, and what success should look like.

02

Strategize and Architect

I turn what we learn into workflows, priorities, architecture, integrations, and a plan you can fund and schedule. This is where discovery, requirements, and technology evaluation happen.

03

Build and Evolve

Hands-on building and coordination from the first architecture decision through testing, integration, launch, and whatever the business needs next.

Ready when you are

Ready to Build?

You do not need specifications or a technology picked out. Start with the business problem. Tell me what you want to accomplish, what is getting in the way, and what should work better. I'll listen. Then we can decide together what to build.

Strategy Session

A focused one-hour working session on a website, business system, digital platform, SEO and GEO, or AI challenge. We examine the problem, clarify priorities, and define the next steps.

$250  ·  Recorded and transcribed

Book a Strategy Session

Get to Know Me

Not ready for a working session? Let's spend fifteen minutes getting to know one another and see whether we are a good fit.

Free  ·  15 minutes

Get to Know Me