Nuevo Leon (NL), Mexico
AI development for Monterrey teams, on your working day
Vancouver, British Columbia is where the work gets done, and Monterrey is one of the markets it gets done for. Nobody from this shop sits in Monterrey. The 6-hour daily overlap is what makes that a detail rather than a problem.
- base
- vancouver, bc, canada (UTC-08:00)
- market
- Monterrey, Mexico
- your clock
- UTC-06:00 (America/Monterrey)
- overlap
- 6 hours a day, 09:00-15:00 in Vancouver
- presence
- remote only, no office in Monterrey
6 hours of your day, every working day
Monterrey runs 2 hours ahead of Vancouver. On a normal working day the two calendars overlap from 09:00 to 15:00 Vancouver time, which is 11:00 to 17:00 where you are.
Practically, it means your team can treat us as another desk in the building for most of the day: same standup, same review queue, same afternoon scramble when something breaks.
The parts that still get written down are written down anyway: acceptance criteria, the decision log, and what changed in each weekly increment. A shared clock is not an excuse for an undocumented project.
What Monterrey buyers usually bring us
The record for Monterrey lists two industries. Here is the part of each one that turns into an engagement, and the service line it lands under.
steel
Heat records, quality certificates and process documentation answer the recurring questions, once they are indexed by heat and by grade.
Most retrieval failures are ingestion failures, so the early weeks go into parsing and chunking rather than into rewording a prompt.
Closest service line: Knowledge bases and retrieval
industrial manufacturing
Standard operating procedures and deviation reports answer most questions on the floor, once they are chunked by procedure rather than by page.
It starts with your documents and your own analysts writing the questions the system has to get right before anyone will trust it.
Closest service line: Knowledge bases and retrieval
Contracts, currency and where the data sits
Invoices are in US dollars. Under USMCA, cross-border services contracting between our two countries is routine, and the paperwork is not the hard part.
Everything downstream of that is deliberately unremarkable. Fixed acceptance criteria, weekly shipping, a written decision log, and a first reply that tells you if Monterrey work of this shape is not something we should take.
The five lines we sell
Same five lines everywhere, Monterrey included. Most engagements are one of them, sometimes two.
- AI products, built end to end
- Knowledge bases and retrieval
- Codebase and team optimization
- Training and enablement
- Forward-deployed engineering
The languages, models and infrastructure underneath all five are listed on the Magic Ship stack page, with what each one is good for and where it is the wrong choice.
Other markets in North America
If you are comparing markets, these are the other North America entries in the record set.
Start a project
Describe what is broken or what you want built. The reply comes from the engineer who would build it, and it covers scope, timeline and fit before anything else.