AI Portfolio
Applied AI systems for industrial operations — built with domain expertise from 17+ years in manufacturing, supply chain, and space exploration.
Most AI doesn’t know a ball valve from a butterfly valve. These tools do.
Frontier
LIVEStop transcribing. Start quoting.
Drop a PDF. Get every line item, spec, and quantity — structured and quote-ready in seconds.
Pathfinder
LIVEFind the right supplier. Instantly.
Paste a part specification and get ranked supplier recommendations with lead time and pricing estimates — powered by industrial domain knowledge.
Watchtower
LIVESee supply chain disruptions before they hit.
Monitor your supplier list for disruption risks — news events, geopolitical shifts, and capacity changes flagged in real time.
Why These Projects?
Industrial supply chain is one of the least digitized sectors in the economy. Companies still process RFQs by hand, match suppliers from memory, and learn about disruptions after they’ve already impacted production.
These tools apply AI where it creates the most value — not in consumer apps, but in the complex, document-heavy workflows that run $600B+ in industrial distribution every year.
Built by Andres Tobacia — Industrial Engineer, 17+ years in manufacturing, supply chain, energy, and space exploration.