Data & Machine Learning

Put your data and machine learning to work in production

We build the data foundations, the reporting on top of them, and the machine learning solutions that use them, from prototype to production.

Review your data readiness

When this is the right help

Teams that have data and a business problem, but no reliable foundation for reporting, and no clear route from a machine learning experiment to something running in production.

We have plenty of data, but no machine learning in production.

Our reports are slow, manual, and hard to trust.

How we work

Turn your data into reports, insight, and machine learning that your business actually uses.

We start from the decision or process the data should improve, check that the data can support it, prototype quickly, and evaluate against a simple baseline before anything ships. If a simpler approach is enough, we say so.

  • Data Engineering, Analytics & Reporting

    Reliable data foundations, plus the dashboards and regular reports that decisions can depend on.

  • Machine Learning Solutions

    Predictive models and ML pipelines taken from prototype to production.

  • Business Intelligence & Dashboards

    Executive dashboards, KPI tracking, and self-service analytics on the BI platform you choose.

  • Data Modeling & Warehousing

    Well-modeled data and warehouses that bring your sources together in one place.

What you get

  • A data readiness review
  • A reliable data pipeline, with the dashboards and reports your teams need
  • An evaluated machine learning prototype with clear success measures
  • Documentation of how data is used, and the limits and risks of the solution

Technology we use for this

Languages

Strongly typed and general-purpose languages for products, services, and data work.

  • TypeScript
  • JavaScript
  • Python
  • Java
  • Kotlin
  • C#
  • Go
  • SQL

Cloud & DevOps

Platforms and automation for reliable, repeatable delivery.

  • AWS
  • Microsoft Azure
  • Google Cloud
  • Docker
  • Kubernetes
  • Terraform
  • GitHub Actions
  • GitLab CI
  • Azure DevOps
  • Argo CD

Data & analytics

Storage, pipelines, warehouses, and BI for data you can trust.

  • PostgreSQL
  • MongoDB
  • Redis
  • Apache Kafka
  • Apache Spark
  • Airflow
  • dbt
  • Snowflake
  • Databricks
  • BigQuery
  • Power BI
  • Tableau
  • Looker

AI & machine learning

From classic ML to generative AI, taken through to production.

  • PyTorch
  • TensorFlow
  • scikit-learn
  • Hugging Face
  • MLflow
  • LangChain
  • OpenAI API
  • Anthropic Claude
  • Google Gemini
  • pgvector & Pinecone
  • RAG & AI agents

Tell us what you are trying to achieve. We will help you work out the right way to get there.

Get in touch