Repeatable data.
Repeatable data collection and exports
From repeated exports to useful answers
Custom reporting.
Answers you can act on.
Spend less effort rebuilding the same report. I help define the questions, connect available data and create a clearer reporting process your business can repeat.
- Digital Space
- The Lookout Bequia
Your developer. Your direct contact.
A proper starting point
Start with your business.
Build around the brief.
If producing a report means downloading several files and rebuilding the same spreadsheet, there may be a better route. I can help define the questions, connect the available data and create a reporting process that is clearer and easier to repeat.
A report needs a purpose and an audience. We define the decisions it supports, the period it covers and the measures that matter. That helps avoid a long document full of numbers that do not lead to a useful action.
For marketing, clicks, enquiries and sales are different measures. For operations, a completed job and a paid invoice are different events. Clear definitions make the finished report more credible and reduce disagreements about what a change actually means.
What matters in the work
Designed to fit.
Built to work.
Fair comparisons.
Agreed calculations and comparison periods
Dates and context.
Source dates and missing-data handling
Useful summaries.
Dashboards, reports and reviewed summaries
From the portfolio
Different businesses.
Individual thinking.
A few examples of the websites and long-term relationships behind my work.
Digital Space
Part of the business. Beyond the build.
Bespoke web development, consultancy and ongoing digital support for Digital Space, spanning maintenance, SEO, marketing materials and reporting.
- Web Development
- Consultancy
- Maintenance & Support
The Lookout Bequia
Two apartments, remarkable sea views and hosts who know their island. For The Lookout Bequia, I brought the accommodation, the practical details and the people behind the welcome into one connected website.
- Web Design
- Web Development
The detail behind the work
A considered approach.
From the start.
The choices, practical details and support that shape your project.
01Connect the data responsibly
I review the available sources, permissions and export or API routes. We identify which data can be combined reliably, which needs cleaning and which should remain unavailable rather than be estimated without a basis.
The process should record dates, filters and source limits. Missing or anonymised data needs an honest label, not a made-up zero. That approach is especially important when a report is used to judge marketing performance or compare periods.
02Automate repetition without hiding judgement
A reporting tool can collect agreed data, apply defined calculations and produce a repeatable view or export. AI can assist with drafting a commentary, but important conclusions should remain tied to the actual figures and reviewed where the decision warrants it.
I can also help make exceptions visible: a source that did not refresh, an unusual value or a measure that changed definition. A reliable workflow explains its limits instead of quietly producing a polished report from incomplete information.
03Choose an output your team will use
The best format may be a dashboard, a scheduled export, a downloadable report or an internal page. We choose it around the audience and how the information will be used, with access and retention considered in the scope.
Tell me which reports take the most effort and what decisions they support. I can help design a focused first version, quote the implementation and define who maintains the data connections after it goes live.
Before we get started
Good questions.
Straight answers.
Can the tool write a commentary using AI?
It can support a draft where appropriate, but factual conclusions must remain tied to the source data and important decisions may need human review.
Can you report on private customer data?
Only within an explicitly authorised and suitable setup. Access, purpose and handling requirements are agreed before implementation.
Connected services
Find your next step.
Your next chapter
Good things start
with a conversation.
Tell me what you are working towards. I’ll help you find a useful next step.