Predictive Maintenance (PdM)
Vibration, temperature and current analysis with ML models to predict failures before they occur. Reduces unplanned downtime 20–40%. Our flagship solution.
Learn about PdM
Industrial AI · Guadalajara, México
Smarter
Manufacturing,
Fewer Breakdowns
We reduce unplanned downtime by 20–40% with AI-powered Predictive Maintenance. 90-day pilots for Mexican manufacturers — proven results before full investment commitment.
40%
Downtime reduction
90 days
Proven pilot window
6+
Industries served
US+MX
Cross-border team
Industries
Automotive
Food & Beverage
Chemicals
Energy
Discrete Mfg.
Metal-Mechanic
Our Services
Four capabilities, one technology partner
From sensor connectivity to applied artificial intelligence — we cover your entire industrial digital transformation journey.
Industrial AI
Machine learning models for anomaly detection, computer vision quality inspection, process optimization and demand forecasting — at the edge or in the cloud.
Explore Industrial AIIndustrial IIoT
Sensor integration via MODBUS, OPC-UA and MQTT protocols. Data pipelines to historians, Azure IoT Hub, InfluxDB and real-time dashboards.
Explore IIoTDigital Transformation
End-to-end Industry 4.0 consulting: digital maturity assessment, technology roadmap, MES/ERP integration and organizational change management.
Explore Transformation20–40%
Unplanned downtime reduction
90 days
To measurable results with pilot
6+
Industries across Mexico
GDL
On-site team in Jalisco
US
Technology backed by Santech LLC
Our Process
From Assessment to Results in 90 Days
A structured four-phase process that takes your plant from diagnosis to productive deployment — with demonstrable ROI at every stage.
01
Assessment
Plant audit, asset inventory, and KPI alignment with your operations team.
02
Connectivity
Sensor installation, protocol integration and data quality validation.
03
AI & Pilot
Model training, predictive alerts and 90 days of monitored operation.
04
Scale
Expansion to additional lines, continuous monitoring and monthly ROI reports.
Proven Results
Real impact in Mexican manufacturing
Results from implementations in automotive, food & beverage, chemicals and discrete manufacturing across Mexico.
38%
Unplanned downtime reduction — Automotive plant, Jalisco
MXN 4.2M
Annual savings in reactive maintenance — Chemical plant, GDL
90 days
From installation to first predictive alerts — Food & Beverage
99.1%
Anomaly detection accuracy — Discrete manufacturing
US–Mexico Partnership
World-class technology, local execution
Black Pearl Digital is the commercial and delivery arm in Mexico for Santech Business Solutions LLC — the US entity that owns the PdM platform IP and technology stack. You get US-grade engineering with a Guadalajara team that speaks your language, understands Mexican manufacturing, and is on-site when it matters.
Santech LLC
IP & technology owner — Registered in the United States. Develops and maintains the core PdM platform and AI models.
Black Pearl
Mexico commercial & delivery — Signs client contracts, deploys on-site in Jalisco and across Mexico. CANIETI member in progress.
You Win
The best of both worlds — US-sourced technology rigor with a Mexican team that won't disappear after the sale.
Sectors We Serve
Built for Mexican manufacturing
Deep experience in sectors where reliability, safety and productivity are non-negotiable.
Automotive
Food & Beverage
Chemicals
Energy
Discrete Manufacturing
Metal-Mechanic
Electronics
Industrial Construction
What Our Clients Say
Trust earned, results delivered
Black Pearl's platform detected an imminent failure in our main compressor 9 days before it would have happened. We avoided over 3 days of line downtime. It changed how we operate.
They deployed the IIoT pilot in 6 weeks. We now have real-time visibility across all our critical assets. The Guadalajara team was present every step of the way.
The 90-day pilot approach gave us the confidence to invest. We saw results before committing the full budget. Exactly what a mid-size manufacturer needs.