01
ACQUIRE
Data Collection & Mining
Build tailored workflows to collect structured information from websites, APIs, files and other digital sources.
DATA SERVICES
Five ways I can work with your data.
From collecting information to cleaning, matching, analysing and automating it, each service can stand alone or become part of a larger end-to-end workflow.
SERVICES
Practical data work, organised around the problem you need solved.
You do not need to know the exact technical method in advance. Start with the business problem or data bottleneck, and the workflow can be shaped around the available data, the desired output and the level of reuse you need.
SERVICE DIRECTORY
Choose the point where your data needs help.
Projects can be delivered independently or connected together into one larger workflow.
02
IMPROVE
Data Cleaning & Quality
Transform messy, inconsistent datasets into information that is reliable enough for analysis, reporting or modelling.
03
RESOLVE
SPECIALIST AREA
Entity Resolution & Matching
Identify records that refer to the same real-world entity, even when the records are not identical, and reconcile them into a reliable entity-level structure.
04
UNDERSTAND
Data Analysis & Insights
Investigate business questions, identify patterns and relationships, and translate statistical results into findings people can act on.
05
AUTOMATE
Data & Reporting Automation
Replace repetitive manual data work with reusable scripts, automated processing and lightweight reporting workflows.
END-TO-END WORKFLOWS
More than one service can belong to the same project.
A real project may begin with collection, require cleaning and entity matching, then finish with analysis or automation. The service pages describe the building blocks; the final workflow depends on the problem.
NOT SURE WHICH SERVICE FITS?
Start with the problem, not the label.
Tell me what is difficult, repetitive, fragmented or unclear in your current data workflow. I can help identify what kind of analytical work would actually be useful.