From enterprise-grade web scrapers to machine learning pipelines and cloud-native serverless architectures — these are the categories of project we deliver most often, with representative examples from our client work.
01
Web Scraping & Data Extraction
Custom scrapers built for reliability at scale — from daily competitor monitoring to one-off research datasets spanning millions of records.
- Multi-threaded enterprise scrapers for trade show data mining
- Professional directory scrapers covering the full UK market
- Real estate listing collectors with structured property data
- E-commerce price monitoring across multiple marketplaces
- LinkedIn profile and company data collection
Selenium
Playwright
Proxy Rotation
02
Document Processing & AI
Extracting structured data from unstructured documents — PDFs, scanned images, technical reports — using OCR, ML classification, and computer vision.
- PDF data extraction for legal and financial documents
- Chemical analysis report processors for laboratories
- ML classification systems for document routing
- GIS data generation from planning and survey documents
iText
ML.NET
Computer Vision
03
Business Intelligence & Financial
Data pipelines and reporting applications for investment firms, fund managers, and compliance teams requiring reliable financial data at scale.
- Investment portfolio trackers with live market feeds
- Automated performance reporting for fund managers
- Financial data integration from multiple broker APIs
- Compliance monitoring dashboards with alerting
Entity Framework
Financial APIs
Email Automation
04
Environmental & Planning
Specialist data solutions for environmental consultancies and planning authorities — integrating public data sources with mapping and regulatory systems.
- Planning portal integration for automated application tracking
- Environmental data processing from monitoring networks
- Mapping and visualisation for site assessment
- Regulatory compliance reporting tools
Planning Portal APIs
Mapping Libraries
05
Data Processing & Integration
ETL pipelines and data transformation services that clean, enrich, and move data between systems — eliminating manual processing and data silos.
- CSV and Excel processing pipelines for bulk operations
- Database migration and ETL for system transitions
- Contact enrichment and CRM data improvement
- Email analysis and communication data extraction
CsvHelper
ETL Processes
Data Validation
06
Machine Learning & AI
Predictive models and AI-powered processing systems built for practical business applications — not research projects.
- CV and resume processing with structured data extraction
- Job-to-candidate matching systems
- Predictive analytics for sales and demand forecasting
- Document classification and intelligent routing
ML.NET
TensorFlow
NLP
07
AWS Lambda & Cloud
Event-driven, serverless architectures that process data at scale without the cost and complexity of always-on infrastructure.
- Automated notification and alerting systems
- Serverless data processing triggered by schedule or event
- Event-driven microservice architectures
- Cost-optimised cloud pipelines with pay-per-execution billing
AWS Lambda
Serverless
Microservices
08
Web Applications & APIs
Full-stack web applications and RESTful APIs that give your teams and clients clean interfaces to complex data systems.
- ASP.NET Core web applications with enterprise authentication
- RESTful APIs for internal and third-party data access
- Real-time applications using SignalR for live data feeds
- Enterprise client portals with role-based access control
ASP.NET Core
SignalR
Web APIs