Abstract technology background representing cloud architecture

Architecting Cloud, Scale & AI Systems

Strategic cloud migrations, resilient software architecture, and production-grade AI integration. 15+ years of engineering excellence de-risking technology decisions for enterprise, finance, and SaaS platforms.

Trusted by forward-thinking companies

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Why Partner with MXM Consulting?

Architecture & Cloud

Designing resilient, scalable distributed systems on AWS & Google Cloud, including high-throughput LLM pipelines and semantic search infrastructure.

Technical Due Diligence

Clear, evidence-based assessments for investors & leadership: architecture velocity, AI/ML risk posture, intellectual property, and strategic scaling options.

Applied AI & Acceleration

Operationalizing LLMs, agentic workflows, and semantic caching, while aligning roadmaps and unblocking product delivery teams.

What Sets Us Apart

15+ Years Experience

Broad transformations & platform builds spanning finance, marketplaces, media, analytics & SaaS.

Client-First Focus

No vendor bias. Independent, pragmatic recommendations aligned to measurable outcomes.

Systems Thinking

Architecture decisions mapped to business levers: time-to-market, resilience, run costs & adaptability.

Our Comprehensive IT Expertise & Services

From cloud foundations to intelligent automation, we combine architectural rigor with delivery pragmatism. Explore the core capabilities that enable sustainable technology velocity.

Cloud Services

Cloud Services

AWS & Google Cloud scale, IaC, Kubernetes, and serverless compute

Software Architecture

Software Architecture

Event-driven microservices, clean API lifecycles, and scalable data models

App Development

App Development

High-performance web applications, native mobile apps, and rich interactive frontends

AI & Agentic Systems

AI & Agentic Systems

Designing custom RAG architectures, multi-agent workflows, and LLMOps evaluation loops

Automation & Platform

Automation & Platform

CI/CD golden paths, developer experience, and automated policy-as-code

Technology Leadership

Technology Leadership

Fractional CTO advisory, technical due diligence, and team capability uplift

Technologies & Principles:

Some of the principles and technologies we have experience with, but are not limited to:
  • GenAI & LLM applications - RAG, LangChain, LangGraph, LlamaIndex
  • Vector databases & semantic caching - pgvector, Qdrant, Pinecone, Redis
  • Event-driven architecture (EDA) - Kafka, Google Cloud Pub/Sub
  • Monoliths & microservices - Kubernetes, ECS/Fargate, API Gateways
  • Data infrastructure - BigQuery, Cloud Storage, PostgreSQL
  • Infrastructure as Code (IaC) - Terraform, AWS CDK, Pulumi
  • Observability & telemetry - OpenTelemetry, Prometheus, Grafana
  • Structured data extraction & validation - Pydantic, Instructor

Get Started with Professional IT Consulting

Let's explore how we can help you de-risk decisions and accelerate delivery. Complimentary first consultation included. Reach out and we'll respond promptly.