Systems thinking for messy business problems

Make the work move
without adding more people.

I diagnose the manual work, lost leads, and disconnected tools slowing a business down. Then I design the system and direct AI to build it.

Problemdiagnose
Designclarify
AI buildexecute
QAimprove
Built across Lead systemsEcommerceService businessesKnowledge hubsAI-assisted delivery

Selected evidence

Work that starts with
the business problem.

A working collection of past projects. The archive stays complete; these six are the clearest starting points for the current story.

The complete collection

Every project, kept in view.

Filter the full archive by capability. Evidence and outcomes remain marked as unknown until verified.

What I solve

Useful systems,
not decorative websites.

The interface is only one part of the work. The real value is making information, decisions, and follow-up easier to move through the business.

01

Workflow automation

Turn a repeated manual process into one clear intake and a reliable handoff.

02

Lead and follow-up systems

Give inquiries a path through qualification, scheduling, and next action.

03

Quote and pricing flows

Make complex offers easier to understand, configure, and send.

04

Knowledge hubs

Bring scattered information into a structure people and AI can actually use.

ENGINEERING
+ AI
+ JUDGMENT

The working model

You bring the friction.
I make it legible.

I work between business operations, design, and implementation. I ask what is actually breaking, design the smallest system that fixes it, and use AI to accelerate the build while keeping human review where it matters.

International work across Italy, the USA, Europe, and Canada.

Start a conversation

What keeps getting
stuck?

Bring the process that is wasting time, the lead flow that keeps leaking, or the information no one can find. The first step is a focused diagnosis.

Describe the problem