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Services

AI & Data Analytics

Answers from the data you already have

Investment
Quoted per scope
Timeline
4-12 weeks
Why this exists

The problem it solves

Most businesses are not short of data. They are short of a reliable answer to a specific question, and the data that would answer it is spread across a system, a spreadsheet and someone's inbox.

The useful projects here are narrow: one decision, made more often and with less guessing. The ones that fail are the ones that started with the technology rather than the question.

How we run it

What working with us looks like

01

Start from the decision

We ask which decision this is meant to improve and how you would know it had. A dashboard nobody acts on is a cost, however good it looks.

02

Get the pipeline right first

Reliable, scheduled, monitored data movement, with the transformations written down. Every analytics project that becomes untrustworthy became untrustworthy here.

03

Automate the repeated judgement

Where a person is applying the same rule hundreds of times a week, that is a candidate for automation. Where the judgement is genuinely hard, the tool should surface the evidence and let the person decide.

04

Show the workings

Anything generated or predicted is presented with what it was based on. A number a team cannot interrogate is a number they will stop trusting the first time it looks wrong.

Scope

What you get

Built on

  • Python
  • TypeScript
  • Data pipelines
  • Scheduled jobs
  • Dashboards
  • LLM integration
  • Business Intelligence Dashboards
  • Predictive Analytics Models
  • Process Automation (RPA)
  • Natural Language Processing
  • Data Pipeline Architecture
  • AI Integration into Existing Systems

A good fit if

  • There is a specific decision being made on instinct that data could inform.
  • Someone is doing the same manual job repeatedly every week.
  • You have the underlying data, even if it is currently a mess.

Probably not if

  • The goal is to have AI in the product rather than to answer something.
  • The data that would answer the question is not collected at all yet.
FAQ

What people ask

A sample is usually enough to scope the work, and it can be anonymised. We would rather agree the shape of the answer before we hold anything sensitive.

You do, on the same terms as anything else we build. They run in your accounts, and the transformations are documented so another team could pick them up.

No, and we will say so. A scheduled query and a clear dashboard solve more business problems than a model does, and they keep working without anyone tuning them.
Start here

Need ai & data analytics?

Tell us what you are trying to do and we will come back with a scope, a price and a date.