DataWoods

Our Technical Expertise

Over a decade of experience building scalable data-intensive applications. From search technology and machine learning to enterprise Java and modern frontends.

Technologies & Skills

We choose the right technology for the right problem. Our stack constantly evolves, but these core competencies remain the backbone of everything we build.

Elasticsearch

Core of our search technology. We manage clusters with hundreds of millions of documents and build complex query pipelines with custom analysers, nested aggregations and geo-queries. TenderWolf runs entirely on Elasticsearch.

Elasticsearch 8.x Kibana Full-text search Aggregations Geo-queries

Big Data & Data Engineering

Daily processing of tens of thousands of documents from hundreds of sources. We build robust ETL pipelines, web scrapers and data enrichment workflows that run reliably at scale.

ETL Web Scraping Data Pipelines Batch Processing Stream Processing

Java EE / Jakarta EE

Our backend backbone. Years of experience with enterprise Java — from monoliths to microservices. Robust, type-safe, and proven at scale. We use Spring Boot, Quarkus and standard Jakarta EE depending on the use case.

Java 21+ Spring Boot Quarkus JPA/Hibernate REST APIs Maven

React & TypeScript

Our frontend stack for all modern applications. We build complex, responsive interfaces with React, TypeScript and SCSS modules. Component-driven architecture with a focus on performance and user experience.

React 18+ TypeScript SCSS Modules Vite Responsive Design

LLMs & AI

We integrate large language models into production applications — from tender summarisation and classification to intelligent matching and natural language search. We work with OpenAI, Anthropic Claude and open-source models.

GPT-4 Claude RAG Embeddings Fine-tuning Prompt Engineering

API Design & Integrations

We design and build RESTful APIs that are clear, documented and versionable. We integrate with dozens of external sources: government databases, financial APIs, publication platforms and more.

REST OpenAPI/Swagger OAuth 2.0 Webhooks Rate Limiting

Scalability

Our systems are designed to grow. From caching strategies and load balancing to database sharding and asynchronous processing — we build architectures that evolve with your business.

Horizontal Scaling Caching Queue Systems Load Balancing CDN

Complex Business Logic

The heart of what we do: translating complex business rules into elegant, maintainable software. From tender matching algorithms to financial scoring models — we make it understandable and reliable.

Domain Modeling Rule Engines Scoring Models Matching Algorithms

Cloud & Infrastructure

We deploy on AWS and Google Cloud with infrastructure-as-code. Docker containers, CI/CD pipelines and monitoring are standard in every project we deliver.

AWS GCP Docker CI/CD Terraform Monitoring

Security & Compliance

We build with security by design. From GDPR compliance and data encryption to audit logging and role-based access control. Our government clients set high standards, and we meet them.

GDPR Encryption RBAC Audit Logging Pen Testing

Our Approach

We're not a consultancy that writes reports. We build products. Every project starts with understanding the business problem, followed by a pragmatic architecture that we develop iteratively. We believe in "engineered enough" — not too little, not too much.

Our team combines backgrounds in formal logic, engineering, economics and philosophy. That diversity helps us approach problems from multiple angles and build solutions that truly work.

What Sets Us Apart

Product Thinkers

We don't build features, we solve problems.

Full-stack Ownership

From database to UI, from deploy to monitoring.

Data-first

Every product starts with the question: what data do we need and how do we make it useful?

Long-term Partner

We build software that we maintain ourselves for years. Quality is not optional.