For associations, nonprofits, and small businesses that have outgrown spreadsheets, sticky notes, and tribal knowledge. I find what is really causing the friction, then design practical systems that make the work faster, clearer, and more reliable.
Data, automation, and AI are tools I use — clear thinking about your process is the real work.
My greatest strength is understanding a messy process, identifying what is actually causing the friction, and designing practical systems that help people work more effectively. Technology is in service of that — never the other way around.
What that looks like in practice:
Get your data and processes ready for the systems you're moving into — or already struggling to run. Data-readiness assessments, migration preparation, decision-support tools, and process redesign built for member- and volunteer-driven organizations.
One connected operating system instead of ten disconnected tools. Workflow design and automation — Airtable, Make.com, AI-assisted where it earns its place — that runs quietly in the background so your team can focus on the work that matters.
Tool-agnostic by design. The process comes first; the technology is chosen to fit — not the other way around.
Volunteer boards, limited staff, legacy data, "we can't even export it." This is exactly the gap I've built a career closing.
I build tools leaders actually use in the room — turning complex, multi-factor decisions into a clear, real-time picture.
Design, build, document, and train — so the system keeps working long after the engagement ends, without depending on me.
One tool among many, plugged in where it genuinely helps — and left out where it doesn't. No hype, no dependency on the trend of the month.
Systems only work if people use them. I design for the humans doing the work, then document and train so adoption sticks.
Every engagement starts with understanding the real process. Most begin with a short diagnostic that locks scope before any build — so you know what you're getting, and the work stays focused on what actually moves the needle.
Data readiness, migration prep, and decision-support for member-driven organizations.
A connected operating system: source of truth, automated handoffs, documentation, training.
The same disciplined sequence whether it's an association data migration or a small-business operations build. Each step de-risks the next.
Understand the real process — and the people running it.
Find the root causes of friction, not just the symptoms.
Map the better workflow and the system that supports it.
Build it practically — data, automation, AI where it helps.
Capture how it works so the team owns it.
Refine and evolve as the organization changes.
A pattern runs through every project: a complicated, manual process; a careful read of what's really going wrong; and a practical system that makes the work easier, faster, and more reliable.
A statewide leadership organization selected its class through a complex, committee-driven process — balancing application scores, references, geography, gender, age, industry, and diversity goals, all at once.
Committee members tracked demographic balance on large paper charts with stick figures posted around the room. As applicants moved between Accepted, Hold, Alternate, and Declined throughout the day, every board had to be updated by hand — slow, error-prone, and impossible to see clearly in the moment.
A real-time decision-support tool, built in Excel, that tracked applicant status, calculated demographic balance, displayed geographic representation, and supported live scenario analysis — updating the full class composition instantly as decisions changed.
Running multiple e-commerce shops meant juggling disconnected processes — listing creation, AI artwork, mockups, inventory, fulfillment, analytics, and publishing — each in its own place.
Every shop ran on a different technical architecture and a stack of repetitive, manual steps. Work was duplicated across tools, consistency was hard to maintain, and scaling the catalog meant scaling the busywork right along with it.
A custom desktop operations platform that unifies product catalog management, AI-assisted artwork, Photoshop mockup automation, inventory and bin tracking, order management, fulfillment document generation, analytics, and publishing — presenting multiple shops through a single operational interface.
A university's billing and tracking ran on manual processes that demanded significant administrative time and left room for errors and inconsistencies.
Billing-related work was repetitive and hands-on. The manual approach consumed staff hours and created openings for the kind of small errors that compound over a term.
A billing automation system that streamlined the billing-related workflows end to end — reducing the manual touchpoints and standardizing how the work got done.
Across many association software implementations, the same onboarding pattern kept appearing — and it almost always traced back to data the organization wasn't ready to move.
Organizations couldn't export their legacy data. Critical information was missing. Data relationships were poorly understood. Volunteer-led teams with limited capacity got overwhelmed — and quietly cut migration scope just to get through it, losing history and value in the process.
Deep, repeatable capability in the part most vendors don't own: data extraction planning, data mapping, readiness assessment, legacy system analysis, and migration preparation for association management systems — closing the gap between a client's current data environment and a successful implementation.
A 10-point checklist to gauge whether your data, relationships, and exports are ready for a migration — before you start one on a hope and a spreadsheet. Pop in your email and I’ll send it right over.
I'll tell you how I'd untangle it — and where a system would do the work your team is doing by hand. No pressure, no jargon.