AI-Powered Solutions.
25+ Years of Expertise.

Custom AI engines, model fine-tuning, and end-to-end technology consulting. We bridge strategic business vision with advanced technologies.

Get a Free Consultation

Our Services

From AI strategy to production deployment, we deliver solutions that transform your business.

AI Consulting & Strategy

AI architecture design, model selection, deployment strategy, and ROI analysis for regulated sectors.

Custom Model Fine-Tuning

Domain-specific language models, LoRA adapters, reinforcement learning, and RLHF pipelines tailored to your data.

Conversational AI & NLP

Chatbots, WhatsApp integrations, RAG pipelines, and pragmatic language understanding for real-world applications.

Application Development

Web and mobile applications using React, Node.js, Python, .NET, deployed on AWS and Azure. Android and iOS.

Telecommunications & IoT

Network design, infrastructure, connectivity solutions, and IoT system integration with predictive analytics.

Managed IT Services

Cloud management, cybersecurity, DevOps, help desk support, and IT infrastructure management.

Our Core Technologies & Products

Purpose-built solutions powering businesses across industries.

Core Technology

Boricua Language Engine

Custom NLP engine specialized in Puerto Rican Spanish. Domain-adapted encoder with semantic and pragmatic understanding, intelligent routing, and tiered inference.

Flagship AI Product

TuMunicipioResuelve

AI-powered municipal communication platform via WhatsApp. Citizen services, alerts, complaint routing, and administrative tools for municipalities.

Tu Cita 24/7

Business directory and booking app. Simplifies appointments, eliminating wait times.

ProRoads

Fleet management platform with logistics verticals. Route optimization and driver management.

Q Plus

Smart queue management. Real-time position tracking and mobile notifications.

BuzZpy

Intelligent fraud detection. Real-time alerts, case management, and reporting.

PagaTodo

Online cash bill payment portal. Pay securely without a bank account.

AI & Machine Learning Projects

Proven deployments across telecom, finance, manufacturing, cybersecurity, and IoT.

Telecommunications

Advance Hub

Deep neural network model using TensorFlow to predict telecom customer churn with high accuracy.

Financial Services

Insight Finance

Machine learning model using TensorFlow to predict credit card fraud for financial institutions.

Financial Services

Credit Card Fraud Detection

ML model detecting fraudulent credit card transactions with over 95% accuracy.

Manufacturing

Manufacturing Anomaly Detection

Scikit-learn anomaly detection analyzing sensor data to improve process efficiency and quality.

Cybersecurity

Network Security

Traffic data anomaly detection using Scikit-learn to enhance network performance and security.

IoT

Smart Home & Predictive Maintenance

IoT-based smart home automation with energy optimization, air quality monitoring, and predictive maintenance for industrial equipment.

About

Carlos G. Mercado

CTO & Managing Partner

Senior Technology Executive with over 25 years of C-level international leadership in $1B+ organizations. Expert in bridging strategic business vision with advanced technologies including Generative AI and Cloud Infrastructure. Proven track record transforming legacy operations into agile, high-efficiency ecosystems.

Stanford Deep Learning Former CIO/CTO in Telecom, Media & Enterprise Generative AI SME