IT Consulting Services
Strategic advisory + hands-on architecture & engineering to unlock sustainable delivery throughput and platform evolution.
Core Service Pillars
Cloud Services
Modernize & scale workloads across AWS / GCP with robust IaC, high reliability, and cost-efficiency.
Software Architecture
Event-driven microservices, Domain-Driven Design, API lifecycle management, and database scaling.
Application Engineering
Full‑stack delivery, real-time socket orchestration, performance tuning, and cross-platform mobile apps.
Applied GenAI & LLMOps
Production LLM integration, multi-agent workflows, vector search, semantic caching, and evaluation loops.
Automation & Platform
CI/CD pipelines, container orchestration (Kubernetes), automated guardrails, and developer golden paths.
Technology Advisory
Technical due diligence, fractional CTO advisory, architectural risk assessments, and roadmapping.
Detailed Offerings
Cloud Architecture & Migration
Design, cost-model & evolve scalable multi-cloud / hybrid platforms.
- AWS & GCP architectural baselining
- Migration & modernization roadmaps
- Multi-cloud & vendor risk mitigation
- Infrastructure as Code frameworks
- Cost optimization & resilience balance
Technical Due Diligence
Evidence-based assessments for investors & exec stakeholders.
- Stack & architecture evaluation
- Code & quality maturity review
- Security & scalability posture
- Operational & delivery velocity risks
- Strategic options & remediation clarity
Software Engineering
Accelerating delivery across web, mobile & service platforms.
- Full-stack & native delivery uplift
- API & integration layer design
- Microservice & modular refactors
- Legacy stabilization & evolution
- Performance & reliability remediation
Applied GenAI & LLMOps
Design, evaluate, and scale secure intelligent systems with production reliability.
- Retrieval-Augmented Generation (RAG) & Semantic Search
- Multi-agent orchestration & custom tool integration
- LLMOps: evaluations, guardrails, and cost management
- Structured output generation & JSON schema validation
- Fine-tuning & domain-specific data pipelines
Specialized Expertise
DevOps & LLMOps
- Kubernetes, ECS/Fargate & serverless orchestration
- CI/CD golden paths & Infrastructure as Code (Terraform)
- OpenTelemetry, Prometheus & Grafana observability
- LLM prompt versioning, caching, & latency optimization
Data & Semantic Stacks
- Vector databases (pgvector, Qdrant, Pinecone)
- BigQuery & Snowflake warehouse architectures
- Kafka, Pub/Sub & event-stream data pipelines
- Semantic cache layers & vector indexing schedules
Enterprise & AI Integration
- Secure API gateway architecture & rate-limiting
- Event-driven messaging and schema registries
- System interoperability & legacy modernization
- LLM provider failovers & secure proxy wrappers
Industry Focus
Cross-sector product & platform experience—accelerating domain ramp & de-risking architectural choices.
- Financial Services
- E-commerce & Marketplace
- Industrial / Manufacturing
- SaaS / Platforms
- Data & Analytics
Why Choose Our Services?
Proven Expertise
15+ years across SaaS, finance, media & platform transitions—architecture & delivery depth.
Business Alignment
Every recommendation mapped to cost, velocity, resilience & optionality levers.
Partnership Model
Embedded collaboration, knowledge transfer & capability uplift baked in.
Service Delivery Models
On-Site
Embedded collaboration for alignment, strategic sessions & accelerated onboarding.
Remote
Efficient distributed engagement with async-first reporting & outcome checkpoints.
Hybrid
Balance deep in-person alignment with cost-efficient remote execution cadence.
Get Started
Complimentary consultation: clarify architectural direction, surface opportunity cost, and frame delivery acceleration levers.
Email: maksim@mxm-consulting.fi