Work

Private systems, real constraints, serious product work.

Most of the products I’ve built in recent years live inside private organizations. They support working teams, solve operational problems, and don’t lend themselves to a public showcase.

What I describe here are the systems, constraints, decisions, and delivery patterns behind that work.

Confidential case studies Operational systems AI-aware platforms
Andrea Gambedotti

What I usually build

Software built around operations, coordination, and decisions that actually matter.

My recent work has focused mostly on custom business software: operational suites, workflow-driven applications, order and service systems, sales support tools — products where clarity, reliability, and adaptability matter more than novelty.

Internal platforms

Systems shaped around how teams actually operate.

Planning, service, coordination, decision support — the dense workflows that generic software rarely fits well.

Interaction design

Interfaces designed for repeated, high-frequency use.

Not showcase pages, but products that need to stay legible, stable, and useful under real daily pressure.

AI integration

New capabilities added where they improve the product.

I’m interested in using AI for concrete product gains such as assisted classification, guided retrieval, and faster access to structured information inside real workflows.

Confidential case studies

Confidential Case Study 01

Operational Planning And Service Management Suite

A custom internal suite unifying planning, call handling, service interventions, notifications, and shared operational data for a 20-person company.

Context

A growing company needed a central environment where multiple departments could coordinate planning, support activity, and service work without relying on fragmented tools or disconnected processes.

Problem

Planning, phone activity, and assistance workflows were distributed across separate habits and tools. The result was low visibility, weak auditability, and friction between departments that needed to act on the same information.

My role

  • Product designer
  • Main developer
  • UX/UI designer
  • DevOps owner

What I focused on

  • Shared planning across departments
  • Real-time frontend updates
  • Integrated notifications and reminders
  • Cross-application data coordination
  • Continuous business-specific iteration

Outcome

The suite became a shared operational layer for the company: tailored to the way the business actually worked, flexible enough to evolve continuously, and stable enough to support daily coordination across teams.

Skills in context

I work where product structure, interface systems, and implementation quality need to align.

Workflow design

Mapping real operational behavior before changing screens or features.

Interface systems

Designing dense, high-frequency interfaces that remain legible under real usage.

Implementation

Building the product itself, not stopping at specifications or visual direction.

AI integration

Extending traditional platforms with AI in ways that stay useful, grounded, and operationally coherent.