Data engineering and analytics
One set of numbers your whole business can trust.
Pipelines that bring your data together, warehouses modelled around your business, checks that catch bad data early, and dashboards and forecasts people actually use.
What we do
What this covers.
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Data pipelines
Scheduled and event-driven loads from your ERP, CRM, apps, files and APIs, with history kept and failures alerted.
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Warehouses and models
Snowflake, Redshift or BigQuery, modelled with dbt so each metric has one written definition.
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Data quality
Tests on every load that flag missing, late or odd data before it reaches a report.
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Dashboards and forecasting
Dashboards, scheduled reports and forecasts for the people who make decisions.
Typical projects
The kind of work we take on.
- A weekly management pack that builds itself
- A sales, stock and margin warehouse across stores and channels
- An operational data platform for plant or fleet data
- Moving reporting off spreadsheets onto a governed warehouse
- Demand or revenue forecasting
- A data audit: where every number comes from and who relies on it
Technology
Typical stack.
How we work
Small steps, each with a clear decision.
Discover
A short discovery to agree the problem, the users and what a good result looks like.
Pilot
A working first version on your real data or with real users, at a fixed scope and price.
Build
If the pilot earns it, the full system, released in small steps your team can try.
Run or hand over
We keep it running and improving, or hand it over with the code and documentation.
Ready-made solutions
Start from something we have already built.
Where one fits, a ready-made solution gets a project to a working first version sooner.
Questions
What people ask first.
Which tools do you use?
Whatever fits your size and budget. Often a cloud warehouse with dbt and a standard dashboard tool, rather than a large platform.
Do we have to move everything at once?
No. We start with the report that hurts most, make it automatic and trusted, then extend.
Other services
Everything else we build.
Web and app development
Customer portals, internal tools, dashboards and mobile apps, designed with your team and built to run in production. When off-the-shelf software almost fits, we build the part that makes it fit.
ExploreAI and agents
LLM applications, assistants and agents that answer from your own documents and data, take actions in your systems, and hand over to a person when they should.
ExploreCloud: AWS, Azure and Google Cloud
Setup, migration, cost reviews, serverless architecture and DevOps on AWS, Microsoft Azure and Google Cloud, or whichever platform you already run, with AWS as our deepest specialism.
ExploreProduct discovery and brainstorming
Workshops, ideation, prototypes and roadmaps for new software and AI ideas, so you know what to build first, what it will cost and what can wait.
ExploreStart with a conversation
Tell us what's slowing your operation down.
A 30-minute call with the people who would build it. You leave knowing whether a pilot makes sense, and what it would cover.