-70%
document-review time
AI system for automatic validation of critical clinical documents.
Nearshore · Monterrey, Mexico — Central Time
We engineer operational advantage.
Custom software, applied AI, and mathematical optimization for manufacturing, distribution, and logistics across North America. Senior team in Monterrey — your timezone, under USMCA.
Proven on industrial-grade operations
Healthcare · CHRISTUS Health network
Steel · 18 plants across the Americas
Automotive · 38 plants, 15 countries
Automotive · Tier 1, 8 countries
Logistics & distribution
Furniture manufacturing
Logistics
Energy retail & distribution
Results
Measured in their numbers, not ours.
Each of these is a production system running inside an industrial operation — not a pilot, and not a slide.
-6%
monthly logistics cost
Proprietary optimization engine for inter-plant routing and costing.
+25%
plant productivity
Process redesign and digital tooling to find and remove floor bottlenecks.
+35%
operational efficiency
End-to-end system unifying logistics and administration on one platform.
+40%
route optimization
Last-mile logistics platform with intelligent route optimization.
100%
of trips reconciled before payment
Supplier portal that reconciles invoiced trips against the shipment log and the rate agreement.
100%
of expenses validated against policy
Expense and corporate-card platform that flags what is not deductible on the way in.
-20%
budget overrun
Financial diagnostic and cost-reduction plan, implemented end to end.
How we deliver
The team that does the work is the team you meet.
Senior engineers in Monterrey, working your hours and in your tools — accountable for the outcome from the first call through to production.
We work your business day
Monterrey runs on Central Time. Standups, code reviews, and urgent calls happen live, while your team is at their desks.
Direct access to your engineers
You talk to the people building your system — in English, in your tools: Slack, Teams, Jira, GitHub.
Your IP, protected under USMCA
Cross-border contracting between Mexico and the US is well-established under USMCA. The code we write is your property — documented and handed over.
Built for operations that cannot stop
Our systems run inside steel mills, foundries, distribution networks, and hospitals, where an hour of downtime is measured in real money.
What we do
Our practice areas.
Nearshore software development
Custom systems in Python/FastAPI and Next.js, ERP integrations (SAP, Oracle, NetSuite, Dynamics), and process automation built around your operation.
Learn more →AI consulting & development
LLM-powered automation, agents and chatbots wired to your real systems, and predictive models — scoped by business return, not hype.
Learn more →Business intelligence
Your ERP, spreadsheets, and plant data unified into Power BI dashboards your team actually uses to decide.
Learn more →Operations optimization
Warehouse slotting, production sequencing, routing, and staffing computed instead of guessed — modeled against your own history, with a live solver simulator you can try.
Learn more →Computer vision
The cameras already on your floor turned into sensors: defect detection, PPE compliance, counting, and queue analysis — with a live demo you can try.
Learn more →How it works
Low-risk by design.
No lock-in, no per-seat licenses, no giant upfront commitment. You see measurable results before you scale.
01
Free consultation
A 30-minute call to understand your operation, your systems, and where the pain actually is.
02
Scoped pilot
We propose a small, measurable first project — so you can judge us on results before committing big.
03
Fixed quote, real delivery
A closed quote with clear scope. Working software in weeks, measured in business numbers.
04
Scale & support
We grow the system module by module and stay for support — or hand it off cleanly. The code is yours.
Let's talk
Ready to build
your next system?
Book a free 30-minute consultation and get recommendations scoped to your operation.
or reach us directly