42Analytics

Consultancy

Your data systems,
made dependable.

Architecture, implementation and technical leadership for seafood and fisheries, energy and commodity businesses. Work directly with Pete from the first conversation to the handover.

Discuss your project

Service 01

Data platforms & pipelines

When to bring us in

Disconnected sources, brittle jobs, conflicting numbers or a platform that has outgrown its original design.

What we do

Data architecture, ingestion and transformation, PostgreSQL, APIs and integration. Clear data contracts, validation and repeatable delivery.

Typical deliverables

  • A documented data model and source-to-output map
  • Working pipelines with quality checks and recovery paths
  • Deployment, operating documentation and team handover

Service 02

Cloud architecture & observability

When to bring us in

Incidents that are hard to diagnose, noisy alerts, cloud costs that are hard to explain or infrastructure that is difficult to change safely.

What we do

AWS and Azure architecture, infrastructure as code, monitoring, logging, alerting and deployment design. Reliability work grounded in how the service is actually used.

Typical deliverables

  • An architecture and reliability review with clear priorities
  • Useful dashboards, alerts and operational runbooks
  • A delivery plan for resilience, deployment and cost improvements

Service 03

Forecasting & decision systems

When to bring us in

Forecasts without an honest comparator, models that are difficult to operate, or a useful idea that needs to become a working product.

What we do

Baseline design, historical evaluation, forecast pipelines and decision tools. Define the question, test the evidence and build the operational system around it.

Typical deliverables

  • An agreed baseline, evaluation design and acceptance criteria
  • Reproducible results with scope and limitations
  • An integrated prototype or production delivery, as agreed

A practical way to start

Find the right scope.
Then deliver it.

01

First conversation

A 30-minute call about your system, the pressure points and what a useful outcome would look like.

02

Agreed scope

A written proposal with deliverables, dependencies, acceptance criteria and fees. Start with a focused review or move into delivery.

03

Hands-on delivery

Regular demonstrations, documented decisions and an operational handover. Ongoing technical leadership can be scoped where it helps your team.

Let’s build something that lasts

What needs to
work better?

Bring the difficult pipeline, the cloud question, or the idea you want to put into production. Start with a 30-minute conversation with Pete.

Arrange a 30-minute call

Cruden Bay, Aberdeenshire · Working with teams across the UK and beyond.