Data Analytics Solutions & Services

Our 3 AI Agents

Three AI-powered automation solutions that modernize your data, applications, and decisions, so your teams stop working around legacy systems and start delivering measurable value, faster.

Data Platforms

Modernize & Automate
Your Data Foundation

Application & Database Modernization

Accelerate Migrations
& Scale

Intelligent Apps

Build AI Agents into
your Applications

About Mactores

Mactores is a team of AI specialists and cloud architects focused on turning data, applications, and operations into intelligent, automated systems. We partner with enterprises to design, build, and operate AI agents and modern data platforms, enabling you to achieve measurable outcomes.

Mactores is a full-stack AI consulting firm focused on Application Database Modernization, Data Platform Modernization, and enabling customers to operate agent-driven businesses on AWS.  

We apply AI to drive discovery, decision-making, execution, validation, and continuous optimization across applications, databases, and data platforms, combining deep engineering expertise with agentic workflows to deliver production-ready outcomes at enterprise scale.

200+

AWS Certified Experts

Deep hands-on expertise across core and advanced AWS services

500+

Projects Delivered

End-to-end AI, data, and cloud transformations

50+

Enterprise Clients

Trusted by Fortune 500 and high-growth leaders

Your AWS-Native Partner

As an AWS Advanced Tier Services Partner with multiple competencies, Mactores is built from the ground up on AWS.
Our teams work closely with AWS to de-risk complex programs and ensure your AI and
data initiatives deliver measurable business value.

Data and Analytics Services Competency@1.5x-1

GenAI & AgenticAI

Built on AWS

We design and run production-grade GenAI and agentic AI solutions using AWS-native services and best practices, so you can move fast without compromising on security or governance.

AWS Generative AI Competency and ML consulting expertise
Architectures aligned with AWS reference patterns and guardrails
From pilot to production with observability, safety, and cost controls

Data, Analytics & Modernization

Our AWS data and migration competencies enable us to take on your most complex data platforms and legacy systems and migrate them to a modern, AI-ready environment.

AWS Data & Analytics and Migration Services competencies
Proven patterns for data lakes, warehouses, and real-time analytics on AWS
Lower-risk, faster migrations for applications, databases, and ETL workloads

Experience, Scale &
Enablement with AWS

With 200+ AWS certifications and our longstanding AWS Partnership, Mactores brings the experience and alignment you need to deploy AI and cloud solutions with confidence.

Advanced Tier Services Partner with multiple AWS competencies
200+ AWS-certified professionals across architecture, DevOps, data, and AI
AWS Immersion Days and joint programs to align stakeholders and accelerate adoption

What Our Clients Say

Media & Tech

"We're more resilient, and Flipboard's overall user engagement has improved as a direct result of this migration."

User Engagement

Greg Scallan VP of Engineering Flipboard

Technology

"We were able to optimize and confidently re-architect our HPC Clusters for better resource utilization, enhanced job performance, improve the throughput of one of our largest EDA clusters by up to 40%, and improve queue contention related to jobs having 75% lesser 'wait/pending' times using smart queues. The AI-driven forecasting model will help us predict future resource requirements and accelerate our cloud journey."

HPC Optimization

Michael Brooker CTO Synaptics

E-commerce

"A big thank you to the Mactores team for the great execution! As a company, Poshmark recognizes how complex this project was, as well as all the hard work it took to make this a smooth migration. Great team effort!"

User Engagement