Selected work

Operational software, AI integrations and enterprise platforms built from architecture to deployment.

TÜV NORD Argentina — Condor System

2023–2025, Enterprise Platform, Laravel, Vue

TÜV NORD Argentina — Condor System

TÜV NORD operated with manual processes scattered across multiple tools. Commercial proposal generation took days of manual work and there was no centralized visibility of certifications or audits.

The problem

Internal users with very different levels of technical expertise interacting with intelligent automation. The system had to decide when to act on its own and when to request human validation.

What we built

AI generates pre-proposals but always presents them as editable drafts. Assisted flows show what the system did and why, so users can validate with context. Validation rules configured by role, not by generic permission.

Results

80% less administrative load

Teams focused on higher-value work

100% of operations centralized in a single platform

B2B Industrial Support Tickets

November 2025, present, Enterprise Software, Laravel, Vue, AI agents

B2B Industrial Support Tickets

A B2B startup building support infrastructure for industrial machinery manufacturers wanted to add AI to their ticket platform. They thought they needed a chatbot.

The problem

The real bottleneck wasn't ticket volume. It was what happened inside each ticket: incomplete descriptions, back-and-forth rounds, technicians starting from zero every time. AI couldn't solve this with a single generic system.

What we built

Two separate agent systems with distinct identities, one for the operator under pressure and one for the expert technician, connected by a structured context object. Every suggestion includes an explicit confidence level and source. The system knows when to escalate and transfers full context.

Results

50% reduction in resolution time

75–88% of ticket context pre-filled automatically

The system becomes more accurate with every resolved ticket

Mi Caja — Government Platform

2019–2023, Government Platform, Laravel, Vue

Mi Caja — Government Platform

Managing retired personnel processes depended on in-person visits and manual coordination between agencies. Each process required physical travel, paperwork, and phone follow-ups. Information didn't flow between areas and nobody had visibility into the real status of each case.

The problem

Processes dependent on in-person visits, manual coordination between agencies, zero visibility into real status of each case.

What we built

A digital platform that centralizes processes and coordinates approval workflows between agencies, with web portal, mobile app and complete inter-institutional workflow. Government-level security and traceability.

Results

70% reduction in processing times

Elimination of unnecessary in-person visits

100,000+ active users in production

Complete traceability of inter-institutional documentation

Ready to bring order to your operation?

Tell me what you're building and I'll get back to you within 24 hours.

Lucas Semelin — AI Software Architect. Operational software with integrated AI for logistics, warehouse and industrial companies.

Buenos Aires, Argentina — Working globally.

© 2026 Lucas Semelin. All rights reserved.