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SpeedMVPs

System Architecture

Expert system architecture design for AI products, platforms, and enterprise systems. We define the right architecture for your scale, team size, and business context, and deliver the documentation and decisions that make building fast and safe.

AI
Key stats: System Architecture
2 weeks
Architecture Sprint
Zero
Undocumented Decisions

Architecture That Scales With Your Business. Not Against It

1

Architecture Review & Audit

  • Evaluate existing architecture against scalability, reliability, and maintainability goals
  • Identify single points of failure, bottlenecks, and high-risk dependencies
  • Security posture review: data flow, trust boundaries, and threat model
  • Prioritised findings with effort and business-impact scores
2

Greenfield Architecture Design

  • Domain-driven design to align services with business boundaries
  • Technology selection: databases, messaging, API patterns, and cloud services
  • Scalability targets and failure mode analysis before a line of code is written
  • Architecture decision records (ADRs) for every significant choice
3

AI & ML System Architecture

  • LLM integration architecture: RAG, fine-tuning, and prompt engineering pipelines
  • Vector database and embedding pipeline design (Pinecone, pgvector, Weaviate)
  • ML model training, serving, and versioning infrastructure
  • AI observability: LLM cost tracking, latency, and quality monitoring
4

Microservices & Event-Driven Design

  • Service boundary definition using domain-driven design and context mapping
  • Event-driven architecture with Kafka, SQS, or Pub/Sub
  • API gateway design: REST, GraphQL, and gRPC patterns
  • Saga pattern for distributed transactions and compensating actions
5

Data Architecture

  • OLTP vs OLAP separation and data warehouse design
  • Real-time data streaming with Kafka or Kinesis
  • Data lake architecture on S3, GCS, or ADLS
  • Data mesh and federated governance patterns for large organisations
6

Security & Compliance Architecture

  • Zero-trust network architecture and identity-based access control
  • Data classification and encryption at rest and in transit
  • GDPR and HIPAA compliance architecture with data residency controls
  • Threat model and attack surface documentation

System Architecture Services

From greenfield design to legacy architecture review

View All Services

Architecture Review

Existing system audit with prioritised findings and a recommended target state

Greenfield Design

Domain-driven architecture for new products with ADRs and C4 model documentation

AI System Architecture

RAG, LLM integration, ML serving, and AI observability architecture

Microservices Design

Service boundaries, event-driven patterns, and distributed transaction strategies

Data Architecture

OLTP, OLAP, streaming, and data lake architecture for AI-ready data systems

Security Architecture

Zero-trust design, threat modelling, and compliance architecture for GDPR and HIPAA

Why Engineering Leaders Choose SpeedMVPs for Architecture

Right-Sized for Your Stage

We don't recommend microservices for a 5-person team or a monolith for a 200-person platform. Architecture decisions are calibrated to your current scale and near-term growth.

Right-Sized for Your Stage

AI-Native Thinking

Every architecture we design considers AI feature integration from day one: not bolted on after the data model is set.

AI-Native Thinking

Zero Undocumented Decisions

Every significant architecture choice has an ADR with the context, options considered, decision made, and trade-offs accepted. Future engineers know why, not just what.

Zero Undocumented Decisions

Failure-Mode Analysis

We design for failure: every architecture includes a failure mode analysis with single-point-of-failure identification and mitigation strategies.

Failure-Mode Analysis

C4 Model Documentation

Diagrams at context, container, and component level, so leadership, architects, and engineers all have an appropriate view of the system.

C4 Model Documentation

Vendor-Neutral Advice

We recommend the right tool for the job, not the one we're paid to recommend. All technology selections include alternatives and migration paths.

Vendor-Neutral Advice

System Architecture FAQ

A full-time architect makes sense when you have 15+ engineers and complex, ongoing architectural decisions. For earlier-stage companies, architecture consulting gives you access to a broad range of patterns and trade-off experience that a single full-time hire may not have: especially for AI, data architecture, and multi-cloud decisions. Many clients use us to define the architecture and the ADR library, then hire a full-time architect to execute and own it.

Both. We run architecture sprints that include the CTO or VP Engineering for alignment and the lead engineers for technical depth. The output, ADRs, C4 diagrams, and the technology selection report, is designed to be useful at both levels.

An ADR is a short document that captures a significant architectural decision: the context that drove it, the options that were considered, the decision that was made, and the trade-offs that were accepted. ADRs matter because they prevent the same debate happening twice, help new engineers understand why things are built the way they are, and create a paper trail of intentional decisions vs accidental accumulation.

We use a staged review approach. First, we do a high-level architecture map using C4 at the context and container level, interviews with team leads, and analysis of deployment and incident history. This identifies the highest-risk areas. We then dive deeper into those areas in subsequent sessions, rather than trying to document everything upfront. The output is prioritised by blast radius and remediation cost.

Architecture without requirements is guesswork. We always start with a requirements discovery session covering: expected scale (users, data volume, transaction rate), team size and skills, compliance requirements, time-to-market constraints, and cost envelope. With those inputs, we can produce an architecture recommendation that fits your actual constraints rather than an ideal-world blueprint that can't be built.

Trusted by Global Companies Building AI Products

We've helped startups and enterprises worldwide transform their AI ideas into production-ready MVPs in 2–3 weeks. From fintech platforms to AI assistants, our global MVP development services have launched 18+ AI products serving users across the US, Europe, and Asia.

Uneecops logo
UniqueSide logo
Vaga AI logo
Listnr AI logo
Statshub logo
Crework Labs logo
AgentHi logo
Quickmail logo
SuperStatz logo
Startupgrow logo
Typefast AI logo
Uneecops logo
UniqueSide logo
Vaga AI logo
Listnr AI logo
Statshub logo
Crework Labs logo
AgentHi logo
Quickmail logo
SuperStatz logo
Startupgrow logo
Typefast AI logo
Uneecops logo
UniqueSide logo
Vaga AI logo
Listnr AI logo
Statshub logo
Crework Labs logo
AgentHi logo
Quickmail logo
SuperStatz logo
Startupgrow logo
Typefast AI logo

Portfolio: AI Products Built for Global Startups

From content platforms and AI assistants to analytics dashboards and fintech solutions: see how we've transformed ideas into production-ready MVPs in 2-3 weeks across diverse industries. Each product launched successfully, serving users globally.

UseArticle

UseArticle

AI-powered content creation and management platform that helps teams produce high-quality articles at scale.

AgentHi

AgentHi

Intelligent virtual assistant that streamlines customer support and automates routine business tasks.

StatsHub

StatsHub

Comprehensive analytics dashboard providing real-time insights and data visualization for businesses.

Harimaxx

Harimaxx

Personal fitness companion with AI-driven workout plans and nutrition tracking for optimal health.

Vaga

Vaga

Smart travel planning app that curates personalized itineraries and local experiences.

FoodScan

FoodScan

Nutrition analysis app that scans food items and provides detailed nutritional information instantly.

MyJobReach

MyJobReach

Job matching platform connecting talented professionals with their dream opportunities.

TravelGram

TravelGram

Social platform for travelers to share experiences, discover destinations, and connect globally.

SuperStatz

SuperStatz

Advanced sports statistics platform delivering in-depth analysis and performance metrics.

Cashbook

Cashbook

Simple expense tracking and budgeting app that helps users manage their finances effortlessly.

TypeFast

TypeFast

Typing speed improvement platform with gamified lessons and real-time performance tracking.

Easy Loan

Easy Loan

Streamlined loan management system that simplifies borrowing and lending processes.

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Ready to Build Your MVP?

Schedule a complimentary strategy session. Transform your concept into a market-ready MVP within 2-3 weeks. Partner with us to accelerate your product launch and scale your startup globally.