Selected work

Outcomes our clients agreed to share.

Five engagements across banking, logistics, healthcare, retail and the public sector — each one measured by a number that mattered to the business.

Financial Services
Nordic Retail Bank
PlaywrightTypeScriptGitHub ActionsAzure
01

Replatformed regression testing with Playwright + CI

Challenge

A 3-day manual regression cycle was blocking weekly releases of the mobile banking app and exposing the team to compliance risk.

Approach

Designed a Playwright + TypeScript framework, parallelized across GitHub Actions, integrated with their internal test data API and added visual diffing for critical screens.

0%
Regression cycle 3 days → 4 hours
+0%
Releases shipped per quarter
0
Critical defects in production over 9 months
Supply Chain
EU Logistics Group
PythonOR-ToolsOpenAIAWSPostgres
02

AI-powered last-mile routing across 11 countries

Challenge

Rising fuel cost and inconsistent driver utilisation across a 1,400-vehicle fleet operating from Lisbon to Helsinki.

Approach

Built a routing engine combining OR-Tools with an LLM-based exception handler for traffic, weather and customer-window changes. Rolled out behind a feature flag, region by region.

0%
Last-mile fuel cost
+0%
Drops per driver shift
0 mo
From kickoff to first live region
Healthcare SaaS
HealthTech Scale-up (Series B)
JavaSpring BootKubernetesPostgreSQLTerraform
03

Spring Boot rebuild of a multi-tenant patient platform

Challenge

A monolithic PHP platform was missing uptime SLAs and blocking expansion into Germany and the UK due to data-residency requirements.

Approach

Strangler-fig migration to Spring Boot microservices on Kubernetes, region-aware data partitioning, and a hardened CI/CD pipeline with progressive delivery.

0.00%
Uptime, 14 months running
0
EU regions live with isolated data
0%
P95 API latency
Retail & E-commerce
Nordic Home Retailer
LangChainPineconeOpenAINext.jsAzure AI
04

RAG assistant for 1,200 in-store associates

Challenge

Associates spent 6+ minutes per query searching internal product, warranty and policy documents — losing customers on the shop floor.

Approach

Built a retrieval-augmented assistant over 40k internal documents with role-based access, citations, and a feedback loop wired into their knowledge ops team.

0%
Time-to-answer per query
0%
Associate satisfaction (NPS+)
0 wk
From discovery to nationwide rollout
Public Sector
Scandinavian Municipality
ReactTypeScriptSpring BootKafkaGCP
05

Citizen services portal modernisation

Challenge

A 12-year-old citizen portal was failing WCAG 2.2 audits and costing the municipality 2 FTE per month in manual case handling.

Approach

Rebuilt the front-end in React with full WCAG AA compliance, automated 80% of intake via typed forms and event-driven backend workflows, hybrid Oslo + Warsaw squad.

WCAG AA
Full compliance, audited
0%
Manual case handling effort
+0%
Citizen self-service completion

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