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Who we are

Three engineers
who've done this before.

32+ years between us at companies where mistakes aren't an option: Amazon, Techint, Naranja X, Mercado Pago. We bring a global perspective and a deep understanding of how operations work on the ground.

32+ Years of experience
16 Companies
45 Technologies
18 Industries
IB

Ignacio Bujaldón

Strategy, Procurement & AI

LinkedIn

Eight-plus years in industrial procurement and supply chain. He started at Exiros (Techint Group), sourcing services and technology for Tecpetrol's operations in Vaca Muerta, then ran category management for Ternium and Tenaris steel mills in the US and Canada, including plant turnarounds with 400+ contractors. In Amazon's global procurement organization he built AI and market-intelligence tools: should-cost models across 30+ countries and AI agents covering 97% of addressable spend. He's now a Sourcing Manager at a global healthcare company. $300M+ in savings delivered across Amazon and Techint. Industrial engineer (UNCuyo) with a master's in logistics and supply chain, and an exchange at Arts et Métiers ParisTech.

  • Strategic procurement
  • AI for operations
  • Should-cost modeling
  • Oil & gas (Vaca Muerta)
  • Family-owned businesses

Amazon · Techint

I grew up around small industrial businesses, so I know the pain first-hand: the owner constantly firefighting, the team stretched to breaking point. Automating the repetitive work doesn't replace people. It frees them up.
SL

Santiago Llanos

AI Product & Strategy

LinkedIn

Senior AI Product Owner at Naranja X, where he leads the company's digital assistant, built on LLMs, vector search and MCP tools. Before that he was a product analyst for NLP chatbots at Avature. His roots are industrial: an electromechanical engineer, he worked at YPF Luz on combustion inspections and the construction of the LPC II power plant, then at BRODA, where he led 70 people and grew sales by 300% in 18 months. Postgraduate degree in data science.

  • AI product management
  • LLMs in production
  • Commercial strategy
  • Plant operations
  • Team leadership

Naranja X · Avature · YPF Luz · BRODA

I came up on the plant floor, working with turbines, contractors and shutdowns. When I sit down with the owner of an industrial business, I don't need the problem explained. I've lived it.
LC

Lucas Ciucini

AI & Full Stack

LinkedIn

Production AI agents for financial workflows at Bluemedlar and, before that, Mercado Pago. He integrated GPT into Mango's conversational platform and specializes in LangChain, LangGraph and agent architectures on GCP. He trained as a mechanical technician before moving into software, so he understands both the shop floor and the code.

  • AI agents in production
  • LangChain / LangGraph
  • GCP / Azure
  • Modern full stack
  • Industrial background

Bluemedlar · Mercado Pago · Mango

Before I was a developer, I was a mechanical technician. Seeing things from both the workshop and the codebase is what lets me build AI agents that understand how a real industrial operation runs.
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