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5th Anniversary
Celebrating five years of engineering-led delivery and client success.Our story
Celebrating five years of engineering-led delivery and client success.Our story
01Our offerings

Five connected offerings. One engineering team.

Digital Transformation sets the change agenda and AI-led Development accelerates delivery. Performance Engineering, FinOps and Platform Engineering make sure what we build is fast, economical and easy to run.

Accelerates delivery

AI-led Development

AI across the software delivery lifecycle, with engineering judgment kept in the loop.

What we do

We apply AI where it creates real leverage — development, modernization, testing and documentation — and build production AI features, ML systems and agentic workflows with clear guardrails and human review.

  • AI-assisted development, modernization and test generation
  • LLM features and retrieval-augmented generation (RAG)
  • MLOps pipelines, model serving and evaluation
  • Agentic workflows that hand off to people where judgment is needed

Tools we use

OpenAI / BedrockAnthropicLangChainLangGraphPythonVector DBs

Specialist services

Security & quality, built in. Security reviews and quality gates run through every offering rather than as a separate line item at the end. Security Engineering · Quality Engineering & Test Automation

02All services

Every service, grouped by the offering it belongs to.

Each offering brings together a few specialist services. Filter by offering, or browse everything below.

  1. Architecture & Modernization
    Digital Transformation

    Architecture & Modernization

    Modernize legacy software platforms for cloud resilience and scale.

    We help organizations decouple legacy monoliths, modernize core APIs, and re-architect database layers—delivering maintainable, cloud-native architectures that reduce technical debt without disrupting ongoing business operations.

    Stack:ReactTypeScriptNode.jsGraphQLKafkaAWS
  2. AI-Led Software Development
    AI-led Development

    AI-Led Software Development

    Accelerate software delivery with governed, production-grade AI.

    We embed practical artificial intelligence into everyday engineering workflows. By combining AI copilots, automated test synthesis, and governed LLM components with senior human oversight, we help teams deliver higher-quality software faster.

    Stack:OpenAIAnthropicLangChainPythonVector DBsvLLM
  3. AI & ML Engineering
    AI-led Development

    AI & ML Engineering

    Move machine learning models from prototype notebooks into resilient production.

    We build the data pipelines, model orchestration layers, and MLOps infrastructure needed to serve scalable, monitored, low-latency AI models in live production environments.

    Stack:PyTorchHugging FaceMLflowTritonFastAPIRay
  4. Agentic AI & Workflow Automation
    AI-led Development

    Agentic AI & Workflow Automation

    Intelligent multi-step automation for complex business and operational workflows.

    We design resilient agentic systems that orchestrate multi-step tasks across business tools, APIs, and databases—pairing autonomous execution with strict guardrails and human verification where judgment is required.

    Stack:LangGraphCrewAILlamaIndexTemporalFastAPIWebhooks
  5. Performance Engineering & SRE
    Performance Engineering

    Performance Engineering & SRE

    Faster, more resilient applications under peak load.

    Performance is an architectural discipline, not a pre-release checkbox. We systematically profile application runtimes, tune database queries, eliminate memory leaks, and stress-test systems to deliver high-concurrency reliability.

    Stack:k6JMeterGatlingDatadogPrometheusNew Relic
  6. Quality Engineering & Test Automation
    Performance Engineering

    Quality Engineering & Test Automation

    Make software quality a delivery accelerator, not a release bottleneck.

    We replace slow, error-prone manual testing with fast, resilient test automation frameworks. From API contract tests to browser and mobile automation, we ensure every release ships with verified confidence.

    Stack:PlaywrightCypressRobot FrameworkPostmanJestAppium
  7. Cloud Optimization & FinOps
    FinOps

    Cloud Optimization & FinOps

    Align multi-cloud infrastructure spend with business unit economics.

    We turn cloud bills into actionable engineering metrics. By combining continuous telemetry with hands-on infrastructure refactoring, we eliminate architectural waste and establish accountability across engineering teams.

    Stack:SmartSpendOpsAWS Cost ExplorerKubecostGrafanaCloudWatch
  8. Platform Engineering
    Platform Engineering

    Platform Engineering

    Automated internal platforms that give developers a frictionless path to production.

    We design and build Internal Developer Platforms (IDPs) that standardize infrastructure provisioning, CI/CD pipelines, and security defaults—allowing your engineers to focus on shipping software rather than wrestling with infrastructure.

    Stack:KubernetesTerraformTerragruntArgoCDDockerHelm
  9. Cloud, DevOps & SRE Engineering
    Platform Engineering

    Cloud, DevOps & SRE Engineering

    Cloud infrastructure engineered for continuous reliability and rapid delivery.

    We build resilient cloud infrastructure on AWS, implement automated release pipelines, and introduce Site Reliability Engineering (SRE) practices that protect uptime while accelerating deployment speed.

    Stack:AWSEKSTerraformGitHub ActionsDockerSRE
  10. Cloud Security Engineering
    Security (across all)

    Cloud Security Engineering

    Harden multi-cloud environments and embed security into daily development.

    We help organizations evaluate cloud risk, audit IAM privileges, scan infrastructure code for vulnerabilities, and meet compliance benchmarks without slowing down delivery velocity.

    Stack:CloudGuardian.aiAWS Security HubTrivySonarQubeIAMOWASP
Start small

Fixed-scope engagements with a clear start and finish.

Each one is led by a senior engineer, has a defined output and ends with a plan you can act on, whether or not you continue with us.

4–8 weeks

Aviation VSM Sprint

Airlines and aviation operators

A digital value stream map of one high-value airline process, from booking to dispatch or catering to loading, with the waste quantified.

You receive

  • Current-state and future-state value stream maps
  • Bottlenecks, manual hand-offs and automation opportunities
  • Prioritized transformation roadmap

Senior engineers do the work

The people who assess your systems are the people who change them. No hand-off to a junior bench.

A reply within one business day

Every enquiry is read by a senior engineer, and you can book a call straight into our calendar.

Scope and duration up front

Start with a fixed-scope engagement and decide on the next step once you have seen the results.

03How we work — the ALIGN framework

Empirical discovery.
Sprint-based execution.
Production-tested proof.

Engineering initiatives fail when high-level strategy is disconnected from production execution. The ALIGN Framework ensures every technical change is benchmarked by telemetry, aligned with business economics, and sustained by client teams.

STAGE 01 OF 05/Empirical Baseline

Assess

We inspect production reality before proposing architecture — profiling database queries, analyzing infrastructure telemetry, and mapping delivery bottlenecks. No assumptions, only verifiable telemetry.

Core Technical Activities & Scope

  • —Runtime query latency profiling & database lock analysis
  • —Cloud resource attribution audit & idle spend reclamation
  • —CI/CD delivery throughput & failure-rate baseline
PRIMARY DELIVERABLE ARTIFACT

Diagnostic Baseline & Telemetry Audit

A tangible, peer-reviewed engineering specification and telemetry asset delivered directly into your team repository.

Discovery sprint
Full Methodology
Phase 1 of 5
Assess → Lay Blueprint → Implement → Govern → NurtureThe ALIGN operating model
04What you get

Tangible engineering artifacts your team keeps forever.

We do not leave behind slide decks or abstract advice. RefactorQ engagements produce hardened code, telemetry dashboards, automated test suites, and operational runbooks directly in your repositories.

Hardened Infrastructure as Code (IaC)
INFRASTRUCTURE

Hardened Infrastructure as Code (IaC)

Production-ready Terraform modules, Kubernetes EKS/GKE cluster manifests, and automated GitOps ArgoCD deployments with least-privilege IAM policies.

  • Modular, version-controlled Terraform modules
  • Hardened Kubernetes pod security & network policies
  • Automated GitOps release pipelines with ArgoCD
  • Multi-environment disaster recovery runbooks
TerraformKubernetesArgoCDAWSDocker
APM Distributed Telemetry & Latency Budgets
RELIABILITY

APM Distributed Telemetry & Latency Budgets

End-to-end distributed request tracing, custom P99 latency alerts, and database query contention dashboards deployed directly into your monitoring stack.

  • Full-stack distributed tracing (Datadog / OpenTelemetry)
  • Database connection pool & lock contention alerts
  • SLO & error budget governance dashboards
  • Automated incident escalation playbooks
DatadogPrometheusGrafanaOpenTelemetryk6
Self-Healing Test Automation Frameworks
QUALITY

Self-Healing Test Automation Frameworks

Comprehensive Playwright, Cypress, and Robot Framework suites embedded directly as automated blocking release gates inside your CI/CD pipelines.

  • Headless cross-browser E2E regression suites
  • API contract testing & schema validation (Postman/Jest)
  • Parallelized GitHub Actions CI test runners
  • Visual regression & accessibility compliance checks
PlaywrightCypressRobot FrameworkGitHub Actions
Cloud Spend Attribution & Anomaly Governance
FINOPS

Cloud Spend Attribution & Anomaly Governance

Team-level cloud cost attribution tagging, automated non-production idle shutdown routines, and monthly compute right-sizing models.

  • Granular cost-per-tenant & cost-per-feature attribution
  • Automated non-production idle compute reclamation
  • Container & Kubernetes cluster right-sizing algorithms
  • Monthly executive cloud economics scorecards
SmartSpendOpsAWS Cost ExplorerKubecostGrafana
Production LLM Pipelines & Developer Copilots
AI SYSTEMS

Production LLM Pipelines & Developer Copilots

Enterprise developer copilot configurations, automated model evaluation harnesses, vector database indexing, and strict data boundary guardrails.

  • Governed developer copilot setups with code-boundary privacy
  • Retrieval-Augmented Generation (RAG) pipelines with hybrid search
  • Automated prompt & model evaluation test harnesses
  • Deterministic fallback & human-in-the-loop escalation logic
OpenAIAnthropicLangChainVector DBsPython
Transferable Engineering Runbooks & ADRs
ENABLEMENT

Transferable Engineering Runbooks & ADRs

Complete operational runbooks, disaster recovery run-sheets, and Architecture Decision Records (ADRs) left permanently with your internal team.

  • Living runbooks with step-by-step remediation procedures
  • Complete Architecture Decision Records (ADR) history
  • Failure-injection simulation & chaos testing playbooks
  • Pair-programming knowledge transfer & team enablement
Architecture BlueprintsADR SpecsChaos Engineering
Start a conversation

Have a production bottleneck or modernization initiative?

Tell us where your software architecture or cloud environment is experiencing friction. A senior engineer will review your challenge and outline an actionable technical roadmap.

Book a call (opens Microsoft Bookings in a new tab)30 minutes with a senior engineer

A senior engineer reads every enquiry and replies within one business day