AI Infrastructure
Designed for scale, performance, and scrutiny.
We design and build cloud and AI systems that perform in production, data platforms that scale under pressure, and infrastructure engineered for reliability. From ambitious scale-ups to enterprise transformations.
Practice Areas
Cloud infrastructure, AI platforms, and data systems. Architecture and delivery across the full stack.
Platform Engineering
Building the foundations engineering teams rely on to operate and scale software. We design cloud architectures, internal platforms, Kubernetes environments, and infrastructure automation that improve reliability, consistency, and operational maturity.
AI Systems
Moving AI from prototype to production. We build the infrastructure, inference services, evaluation workflows, and operational foundations required to run reliable AI systems at scale with the performance and controls production environments demand.
Data Platforms
Creating dependable data foundations for analytics, machine learning, and AI. We build data pipelines, streaming systems, governance practices, and architectures designed to handle evolving workloads with reliability and scale.
About Polygon Mango
Enterprise rigor. Startup velocity.
Who We Are
Polygon Mango's founder has a PhD in theoretical physics, and nearly a decade of experience designing and operating multi-cloud infrastructure, production AI platforms, and high-throughput data systems at scale. First-principles thinking applied to production systems, from early revenue to regulated enterprise.
Our Experience
Scaled a banking compliance product into a SaaS platform serving a tier-1 financial institution. Created national-scale cloud infrastructure for a healthcare platform. Designed and built high-throughput, GDPR-compliant data pipelines for LLM training. Developed multi-cloud authentication and authorization systems handling global high-throughput traffic with strict latency requirements. Built AI inference platforms serving 1,000+ concurrent users. Trained fraud detection models for a tier-1 bank. Optimized machine learning system infrastructure for a leader in industrial AI, reducing operating costs by 84%.
Our Approach
Direct engagement. Architecture-first. Built for reliability and audit.
How We Work
We start by understanding your technical challenges, identify the highest-impact improvements, and help you execute with confidence.
Architecture & Strategy
Understand where your systems stand today. We assess architecture, infrastructure, security, and delivery practices, then provide a prioritized roadmap of risks, opportunities, and recommended improvements.
Engineering & Transformation
Execute the improvements that matter most. We deliver platform builds, migrations, reliability improvements, and engineering initiatives with clear milestones and ownership from start to finish.
Technical Advisory
Get ongoing senior technical guidance without the overhead of a full-time hire. We provide architecture direction, engineering strategy, and targeted support as your technology needs evolve.
Get In Touch
A direct technical conversation.
Infrastructure has no room for vibes
Architecture review before a major migration. Platform engineering for AI workloads. High-throughput data pipelines designed for scale. Compliance-driven infrastructure overhauls. This is a direct technical engagement.
Our collective track record includes delivering mission-critical architecture and systems for banking, medtech, insurance, and industrial AI, spanning global enterprises and startups at every stage.