Service

Business data organised into something you can actually use.

KomodoWorks helps organisations bring scattered data into a dependable view of what is happening. The work can range from defining useful measures and cleaning source data to building dashboards, reports, and repeatable data workflows.

Historic and modern Dublin architecture arranged as a structured urban data landscape.

Who it is for

A useful fit when

  • Businesses assembling recurring reports manually
  • Teams with important information split across spreadsheets and software
  • Organisations that need shared definitions for business measures
  • Decision-makers who need a clearer view of sales, customers, operations, or service delivery

Problems addressed

What the work can change

  • Reports take too long to prepare and are out of date when they arrive
  • Different teams calculate the same measure in different ways
  • Source data contains gaps, duplicates, or inconsistent formats
  • A dashboard displays activity without helping anyone make a decision

What we deliver

Work defined around the outcome

  1. 01Source-data and reporting reviews
  2. 02Clear definitions for measures, dimensions, and reporting periods
  3. 03Data cleaning, transformation, and repeatable preparation workflows
  4. 04Focused dashboards and reports designed around actual decisions
  5. 05Validation, documentation, training, and handover

How the engagement works

Clear decisions before each stage moves forward

01

Start with the decision

We identify who uses the information, what they decide, how often they need it, and which sources are available.

02

Check the source data

Definitions, access, quality, gaps, privacy, and update frequency are reviewed before a dashboard or report is designed.

03

Build and validate

Transformations and outputs are checked against the source data and reviewed with the people who understand the operation.

04

Make the work maintainable

Measures, assumptions, update steps, and known limits are documented so the reporting remains understandable after handover.

Relevant experience

Data Science research and delivery experience

Kagan Timur holds an MSc in Data Science. His published thesis has been cited in a Huawei Turkey publication, alongside professional work involving applied data and AI systems.

Read about KomodoWorks

Pricing context

Data projects are scoped after the sources are reviewed

Price depends on source access, data quality, transformation work, reporting frequency, privacy requirements, and the number of outputs. A focused data review can define the reliable first step.

Questions about this service

What data can you work with?
The first step is reviewing the systems, exports, spreadsheets, databases, and access methods involved. Suitability depends on the data's quality, permissions, sensitivity, and whether it can be updated reliably.
Do we need a dashboard?
Not always. A scheduled report, a cleaned dataset, or a simpler operational view may be more useful. The output should match the decision and reporting frequency rather than defaulting to a dashboard.
Can you improve an existing reporting process?
Yes. We can review the current calculations, data preparation, outputs, and maintenance work, then improve the parts that cause delay, inconsistency, or confusion.
How do you check that the numbers are correct?
Definitions and transformations are documented, sample outputs are reconciled with source records, and people familiar with the business review the results. Known data limitations remain visible rather than being hidden.
Will we be able to maintain the reporting after handover?
The agreed handover includes documentation and training for the update process, calculations, assumptions, and common checks. Ongoing support can be arranged separately if needed.

Show us the decision your current reporting cannot support.

Tell us where the information comes from, how it is prepared today, and who needs to use it. We will help define a reliable first step.

Discuss your data