AI & Software Architecture Solutions
Shape Your Digital Future with Us
Expert software architecture, modern web applications, and cutting-edge UI design
Architecture We Use
pBattle-tested patterns that scale from startup to enterprise
const experience = {
yearsInProduction: 10+,
yearsInProduction: 50+,
teamSize: "startup → enterprise"
};
const patterns = [
"Monolithic", // Perfect for MVPs & rapid iteration
"Microservices", // When you need independent scaling
];
const focusAreas = [
"Scalability", "Deployment", "Maintainability"
];
// We don't just design systems,
// we build them to last
explore(patterns);
Monolithic Architecture
Single deployable unit • Shared codebase • Centralized data
Client Layer
Entry PointUser-facing interfaces
Load Balancer
DistributionTraffic distribution layer
Presentation Layer
UI LogicRequest handling & rendering
Application Core
MonolithTightly coupled business logic
Cache Layer
MemoryIn-memory data store
Database
PersistenceRelational data store
File Storage
AssetsPersistent file system
Microservices Architecture
Distributed services • Independent deployment • Polyglot persistence
Client Layer
Multi-ChannelDiverse access patterns
API Gateway
Entry PointUnified access layer
Service Mesh
InfrastructureService-to-service communication
Auth Service
SecurityProduct Service
CatalogOrder Service
CommerceInventory Service
StockNotification Service
MessagingAuth DB
PostgreSQLProduct DB
MongoDBOrder DB
PostgreSQLInventory DB
CassandraNotif DB
RedisMessage Queue
Event-driven messaging
Observability
Monitoring & tracing
Orchestration
Container management
From Simple Monolith to Secure Exam Platform
How we evolved Wolfmed Edukacja's medical exam system from a 2-tier MVP to a secure, scalable architecture.
Challenge
Evolve a simple MVP into a secure, compliant exam platform capable of handling timed assessments.
Solution
Introduced lifecycle-based domain design with test_sessions and completed_tests tables — enabling fairness, auditability, and scalability.
Outcome
Clear domain boundaries and DDD principles prepared the system for 3-tier and eventual microservice evolution.
"You don't need microservices from day one — just design with tomorrow in mind."
Architecture Evolution
MVP:
Next.js (UI + Logic) → PostgreSQL
Refactor:
Added test_sessions + completed_tests
Future:
Express API + React UI + DB service (3-tier)
Scalable Path:
Modular → Microservices-ready
Why Choose Us
Headquartered in Poland with clients across three continents. From educational platforms to EV interfaces and AI tools.
What Our Clients Say
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