Pathway Illumination
Illuminating the path from complexity to clarity
Illuminating the path from complexity to clarity

I turn leadership vision into systems built for the future you’re growing toward.

You know where you want to take this business. I design and build the automation and structure that get it there, so growth costs less and moves faster.

See How I Work
Leveling up

Scale rewards structure.

For service businesses of roughly 20 to 200 people, where the work crosses several systems and teams, and too much of it runs on what people remember.

If your team is doing work software should be doing…

Automation takes the repetitive part, and those hours go back to your people.

If you’re scaling and want the workflow to hold…

It gets rebuilt for the volume you’re growing into.

If you want one clear view of the operation…

The systems get connected, so the numbers line up in one place.

If you want the process to outlast any one person…

It gets built into the system, so knowledge stays with the business.

Every manual step removed is time back, cost avoided, and momentum gained.

Frontline  ·  Leadership  ·  Technology

All three touch the same work. Nothing should get lost between them.

How I work

From how work happens to what gets built.

Align

Clarify the vision and what success looks like.

Listen

Learn what frontline teams need to deliver it.

Design

Make the rules and exceptions explicit, then design the workflow around them.

Build

Turn the design into systems that run.

Refine

Compare what we intended with what happens, then adjust and carry it forward.

Strategy and build come from the same person, so nothing gets lost handing a plan to someone else to implement. I gather, map, and build. Your team brings the expertise and the red pen, not another project to manage.

The method in practice

Selected work

Three different fields. The same gap between intent and reality.

Operations visibility Client engagement

Three tools that did not talk to each other.

Operations Visibility dashboard showing calls waiting, open tickets, rep availability, active reps, and tickets per active rep for manager review See the full case study →
Coverage Clarity

Certificates that got it right the first time.

Coverage Clarity requester requirements ready to be compared with current insurance evidence See the full case study →
Paperwork Grove

Complex forms, turned into a few plain questions.

One engine that turns a long form into guided questions, maps each answer back to its field with a confidence score, and flags what a reviewer needs to check. Grant applications, passport packets, and insurance submissions all run through it.

See the full case study →

A person stays at the decision point in all three: managers confirm availability, an agent verifies each certificate, and a reviewer signs off on every form packet before it goes anywhere.

Built with
AWS Python FastAPI SQL APIs AI/ML
More about how I work →

Build for where you’re going.

Wherever you’re taking this business, let’s build the structure that gets it there.

See How We Could Work Together

MS candidate, Business Analytics and Applied AI · Simon Business School, University of Rochester