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
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
AWS & Google Cloud scale, IaC, Kubernetes, and serverless compute
Software Architecture
Event-driven microservices, clean API lifecycles, and scalable data models
App Development
High-performance web applications, native mobile apps, and rich interactive frontends
AI & Agentic Systems
Designing custom RAG architectures, multi-agent workflows, and LLMOps evaluation loops
Automation & Platform
CI/CD golden paths, developer experience, and automated policy-as-code
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.