What we do

Six disciplines.
Every layer
covered.

Cloud to database, frontend to AI — one team across the full enterprise stack. No co-ordination overhead. No specialist gaps.

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Cloud & AWS Architecture

We design AWS infrastructure that handles real traffic at real scale — not just demo conditions. Whether you're starting from scratch or migrating a legacy on-premise system, we architect for reliability first, then optimise for cost.

— Multi-region, high-availability deployments
— Serverless (Lambda) and containerised (ECS / EKS) workloads
— Infrastructure-as-Code: CloudFormation and Terraform
— CI/CD pipeline design, staging environments, release gating
— Cloud cost auditing and spend optimisation

What you'll receive

A documented AWS architecture tailored to your workload, not a generic template. Automated deployment pipelines, monitoring dashboards, alerting, and security hardening. We stay on as your cloud operations partner as long as you need us.

Architecture diagrams and written decision record
Fully automated deployment (zero manual steps to release)
CloudWatch dashboards, alarms, and on-call runbook
IAM least-privilege policy review

Full-Stack Development

React, Angular, Vue, and Next.js on the front end. Node.js and Java on the back. We build complete applications — not half-finished components handed over with a README.

React & Next.js

Server-side rendered and statically generated applications optimised for SEO, performance, and Core Web Vitals. We don't use starter templates — every project is structured for the actual use case.

SSR, SSG, and ISR patterns
State: Redux, Zustand, React Query
Performance auditing and Lighthouse hardening

Angular Enterprise Apps

Feature-rich applications for internal tools, admin platforms, and data-heavy dashboards. Angular's structure suits large teams and long-lived codebases.

Module architecture and lazy loading
RxJS reactive data flows and NgRx
Accessibility (WCAG 2.1 AA compliance)

Vue.js & Nuxt

Progressive web apps that are lightweight, fast to iterate on, and easy for your team to maintain after handover. Good fit for product teams that ship frequently.

Vue 3 Composition API
Nuxt 3 for SSR and SSG
Pinia state management

Node.js API Engineering

High-throughput REST and GraphQL APIs on Node.js. From simple microservices to event-driven architectures with message queues and WebSocket support.

Express, Fastify, and NestJS backends
GraphQL schema design and resolvers
WebSocket and server-sent events

AI & OpenAI Integration

We integrate AI into products that work in production — not demos. That means handling edge cases, managing token cost, building fallbacks, and making sure the AI component doesn't become a liability.

OpenAI API Integration

GPT-4o, Assistants API, function calling, and fine-tuning — integrated into your product in a way that's controllable, auditable, and cost-predictable.

Chat completions with structured output
Function calling and tool use
Streaming responses and long-running tasks

RAG Pipelines

Retrieval-Augmented Generation: let your product answer questions from your own documents, database, or knowledge base — accurately and with source attribution.

Embedding generation and vector search
Document chunking and retrieval strategy
Source citation and hallucination mitigation

AI Strategy & Technical Advisory

Not sure where AI fits in your product? We'll assess your workflows, identify the highest-ROI opportunities, and give you a practical roadmap — including honest advice about where AI is the wrong tool for the job.

Workflow audit and opportunity mapping
Technology selection: build vs. buy vs. fine-tune
Data readiness assessment
Responsible AI considerations: bias, explainability, compliance

Enterprise Java Engineering

Java remains the backbone of enterprise software — and it's in better shape than its reputation suggests. Modern Java (17/21) with Spring Boot is excellent. We build new systems and modernise old ones.

Spring Boot Microservices

Domain-driven decomposition of complex systems into independently deployable services. We handle service discovery, API gateways, circuit breakers, and distributed tracing.

Spring Cloud ecosystem
Kafka and RabbitMQ integration
Distributed tracing with OpenTelemetry

Legacy Modernisation

We upgrade ageing Java codebases — carefully. Java 8 to 17/21 migrations, test coverage expansion before any refactoring, and a strangler-fig approach to avoid big-bang rewrites.

Java version migration with full regression coverage
Monolith decomposition at domain boundaries
Code quality gates and static analysis setup

Database & SQL Architecture

A poorly designed database is the most common source of performance problems we see. We get the data model right before writing application code — and we fix it when it's already in production.

MongoDB

Document model design that works for real query patterns, not just demo inserts. Atlas deployment, aggregation pipeline optimisation, change streams, and sharding strategies.

Schema design and index strategy review
Aggregation pipeline performance tuning
Atlas Search and Vector Search setup

Oracle Database

Expert Oracle DBA services — execution plan analysis, PL/SQL development, partition strategy, and RAC/Data Guard configuration for high-availability requirements.

Query execution plan and index analysis
PL/SQL packages and stored procedures
Data Guard and high availability setup

PostgreSQL

Advanced relational design with JSONB, full-text search, partitioning, and logical replication. We've tuned PostgreSQL clusters handling billions of rows.

ERD design and third-normal-form review
GiST, GIN, and BRIN index selection
Streaming replication and read replicas

Data Warehouse & Analytics

Analytics-ready warehouse design with efficient ETL/ELT pipelines. Star schema, snowflake schema, and integration with BI tooling.

AWS Redshift and BigQuery deployments
dbt transformation pipelines
BI layer integration (Metabase, Looker)

Automation & ServiceNow

The processes your team runs manually every day are costing more than you think. We identify the highest-value automation opportunities and build systems that handle them reliably.

ServiceNow Development

Custom scoped applications, workflow automation, service portals, and system integrations built on the ServiceNow Now Platform.

ITSM, ITOM, CSM, and HR Service Delivery
Flow Designer and IntegrationHub
Custom widgets and Service Portal pages

RPA & Process Automation

Robotic process automation for repetitive, rules-based tasks. We document the process first, then automate it — with proper exception handling and monitoring.

Process discovery and documentation
Bot development with full error handling
Monitoring, alerting, and audit trail

Ready to talk about your project?

Tell us what you're trying to build. We'll tell you whether it falls in our wheelhouse — and if it does, exactly what it'll take.

Six disciplines. Every layer covered.