VERILUMEDefined-field research
Research against an agreed schema so the final file contains the fields the downstream task actually needs.
DATA OPERATIONS
Data Research
We research the information you need, record where it came from and tell you clearly what’s still missing.
WHAT THIS SUPPORT IS FOR
Structured information from scattered sources.
Useful when a business needs defined fields, traceable research and a cleaner dataset rather than a collection of disconnected notes.
Source-aware collection
Preserve useful source context and flag gaps instead of filling missing information with assumptions.
Delivery-ready structure
Organise records into a consistent spreadsheet, CSV or CRM-ready format with relevant quality notes.
Start with a clear brief.
What to share
A sample of the data or source, any access we need, the fields you want, the rough volume and your preferred format.
What to expect
A clean spreadsheet, CSV or CRM-ready file, with notes on anything we couldn’t confirm.
Good to know
We never get around logins or paywalls, and we never guess. If a value is missing, we flag it. Sensitive data is only handled with your clear approval.
Pricing that fits the work.
Starter
A one-off project with a clear scope and agreed deliverables.
Monthly Growth
Ongoing monthly support with agreed priorities and regular check-ins.
Custom
A tailored plan for larger, multi-service or high-volume work.
HOW WE WORK
Data research with defined fields and quality checks.
Define the data requirements
We confirm the fields, sources, exclusions and delivery format with you.
Process the records
We do the research, collection or clean-up, keeping a note of where each record came from.
Quality check and deliver
We check formatting, duplicates and your quality rules before handing it over.
COMMON QUESTIONS
Common questions about data research.
What is the difference between data research and web research?
Web research gathers information item by item. Data research focuses on building or finding a dataset that answers a wider question, often combining several sources.
Do you analyse the data as well?
We can summarise what the data shows in plain language. Deeper statistical analysis can be scoped separately if needed.
Which sources do you use?
Public datasets, official registers and reliable websites where they exist, plus any data you supply. We agree the sources at the start.
What format will I receive?
Usually a spreadsheet with a source column and a short summary of the findings, gaps and assumptions.
Let’s discuss your project.
Tell us what you need help with. We usually reply within one business day.
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