AJH

Data & analytics consulting

Turn data into decisions—with systems you can trust.

A J Hopkinson Limited helps teams design clear metrics, build reliable reporting, and deliver analytics that stakeholders actually use.

Delivery-first
Pragmatic consulting that ships value.
Analytics engineering
Modeling, metrics, and pipelines.
Executive-ready
Clarity for leaders and teams.

Services

Focused help across the analytics lifecycle—from strategy to implementation.

Analytics strategy
Define north-star metrics, reporting priorities, and a roadmap that aligns stakeholders.
Data modeling & metrics
Create consistent definitions and a semantic layer that scales across teams.
Dashboards & reporting
Build clear, fast dashboards with thoughtful UX and strong adoption.
Data quality & governance
Improve trust with testing, lineage, and lightweight, workable governance.
Enablement & ways of working
Upskill teams and put repeatable analytics delivery practices in place.
Hands-on delivery
From quick wins to longer engagements—integrating with your team and tools.

A simple engagement approach

Keep it lightweight, outcome-driven, and easy to communicate internally.

  1. Discover
    01

    Understand your goals, constraints, stakeholders, and current data shape.

  2. Design
    02

    Agree metrics, definitions, and a practical implementation plan.

  3. Deliver
    03

    Build and iterate: models, dashboards, quality checks, and documentation.

  4. Embed
    04

    Hand over cleanly with enablement so the work keeps compounding.

Let’s talk

If you’re looking to improve decision-making with trustworthy metrics and clean reporting, I’d love to hear about your goals.