About MXM Consulting

15+ years guiding cloud strategy, evolutionary software architecture, and production GenAI implementation across finance, SaaS, and enterprise platforms.

Our Mission

We pair deep architectural experience with pragmatic delivery to help organizations modernize, scale responsibly, and de‑risk strategic decisions. Value, clarity, and long-term maintainability drive every recommendation.

Technical Due Diligence

Evidence-based assessments of architecture quality, scaling velocity, and AI/LLM risk postures.

Cloud & Scale Systems

Modernization for AWS & GCP—balancing high-throughput workloads, cost, and reliability.

Applied GenAI & LLMOps

Integrating production-grade LLM applications, multi-agent workflows, and evaluation pipelines.

Software Engineering

Full-stack and platform build support: microservices, event streams, and low-latency databases.

Our Approach

Client Focus

Unbiased, outcome-oriented guidance—no vendor or tooling lock-in.

Experience Depth

Hands-on with iterative waves of architectural & operational paradigms.

Collaborative

Embed with product, platform & leadership stakeholders for momentum.

Results Driven

Architecture mapped to business levers: run cost, velocity, resilience & optionality.

Industries We Serve

Cross-domain insight informs balanced technical trade-offs and risk framing.

  • IT & Technology
  • E-commerce & Retail
  • Financial Services
  • Advertising & Media
  • R&D / Innovation

Technologies & Capabilities

Cloud & Infrastructure

AWS, Google Cloud, Kubernetes, Terraform, serverless architecture, and cost modeling.

Software Architecture

Event-driven microservices, API lifecycle design, Domain-Driven Design, and scalability audits.

GenAI & LLMOps

Agentic workflows (LangGraph), RAG, vector search (pgvector/Qdrant), and evaluation loops.

Data & Pipelines

Kafka event streaming, BigQuery, PostgreSQL, semantic caches, and domain data modeling.

Engineering & Telemetry

Full-stack systems, performance tuning, OpenTelemetry observability, and CI/CD golden paths.

Advisory & Diligence

Technical due diligence, roadmap alignment, fractional CTO advisory, and team capability uplift.

Ready to discuss your next initiative?

Complimentary first consultation—gain architectural clarity, risk framing, and actionable prioritization.

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Business ID: 3243925-3 • Email: maksim@mxm-consulting.fi