Foundations and Frameworks

Foundations and Frameworks

AI models create value when the systems around them are engineered to last. We build the platforms and frameworks needed to deploy, maintain and evolve them.

Foundations and Frameworks
PROVEN FOUNDATIONS. CONFIGURED FOR YOUR ENVIRONMENT.

Recurring challenges deserve proven foundations

Our systems and frameworks are developed and refined through real engagements, enabling each new deployment to begin with working software, established architecture and tested methods.

Each is installed, integrated and configured around your data, infrastructure and operating environment.

 

The demonstrations below are for illustrative purposes only. They show AI-enabled applications we have been involved with.

Retrieval Augmented Generation evaluation framework
Retrieval Augmented Generation evaluation framework
Our framework is used for the efficient design and development of Agentic-RAG systems tailored to your business, tuned for answer quality and running cost, and backed by evidence rather than guesswork. Evaluation is built in from day one and every design choice is tested against it. 
Forecasting Framework
Forecasting Framework
A reusable framework for the development of AI-powered models and applications for demand, performance and sensor data forecasting, refined across retail, travel and industrial engagements. A thorough span of cutting-edge forecasting models is evaluated and configured for fast prototyping and robust real-time optimised operation in production.
Decision Support Systems
Decision Support Systems
We deploy systems that bring all relevant data into one environment, with configurable dashboards and a conversational assistant for querying and interpreting it. Our system supports secure multi-tenant deployment and integrates with your data sources to fulfill access control, reporting and alerting requirements. Designed for organizations that need to make decisions from their data and share the results clearly with teams and stakeholders.
A/B Testing Platform
A/B Testing Platform
Test alternatives. Measure what works. A multi-tenant experimentation platform for testing alternatives across website, mobile apps and digital campaigns.An embeddable container supports tracking for single-page and multi-page applications,. Measurement is anonymised to support GDPR compliance. 
Business Intelligence for e-Commerce
Business Intelligence for e-Commerce
AI-powered business intelligence for e-commerce and digital marketing. Web and app tracking, advertising platforms, email campaigns and ERP data flow into a managed analytics pipeline supporting campaign measurement, customer segmentation, sales forecasting, recommendation systems and ad-spend optimisation. Dashboards give a complete view of commercial and marketing performance, and insights flow directly into everyday sales and marketing work.
Finculus
Finculus
Financial management for EU-funded projects. Personnel, contracts, timesheets, payments and monthly planning are managed in one environment, with budgets projected forward and funding cost rules applied during planning rather than checked afterwards. Alerts identify eligibility and reporting issues before they become audit findings.
Technologies we use
  • mysql
  • PostgreSQL
  • MongoDB
  • Apache Druid
  • snowflake
  • Apache Drill
  • Apache Hadoop
  • docker
  • Apache Nifi
  • Kafka
  • kubernetes
  • superset
  • tableau
  • power BI
  • tensorflow
  • pytorch
  • Apache Airflow
  • MLflow
  • Apache Spark
  • Flink
  • MongoDB
  • TimeScale
  • Cassandra Apache
  • Microsoft SQL
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