INC. Business Matchmakers · Personal introductions
Data specialists for quality, analysis and integration
INC. Business Matchmakers discusses what you need and explores which personal introduction through our network could fit. You and the specialist then agree directly on the work to be carried out.
Conflicting figures, repeated manual work or an unanswered business question may call for different data expertise. INC. explores a personal introduction to a data specialist, starting with the decision or process your organisation wants to improve.
Identify whether the problem begins with the data
Describe where the information comes from, who maintains it and what seems unreliable. Missing values, duplicate records, inconsistent definitions and late updates require different responses. Collect a few non-sensitive examples and explain their effect on the business. A useful assignment starts by identifying the issue and the level of quality needed for the intended use.
Distinguish analysis, BI and system integration
An analyst can investigate a specific question; business intelligence work can establish repeatable measures and reporting; integration work connects information across systems. Your project may involve several of these responsibilities. Agree shared definitions, ownership of source data and how changes will be checked. A visual report only helps when the underlying calculation and meaning are understood.
Set a bounded first assignment and a clear handover
State which question the first phase should answer and how you will judge the result. Discuss appropriate access, documentation, refresh processes and responsibility after delivery. INC. assesses the introduction; you agree the technical scope and working arrangements directly with the specialist. Include the people who use and maintain the data so the output can become part of everyday work.
Frequently asked questions
Do I need to choose software before enquiring?
No. Explain the current systems and the problem. The required expertise should follow the assignment, with technology choices discussed in context.
Is this the same as requesting a dashboard?
A dashboard may be one output. This enquiry can focus more broadly on data quality, definitions, analysis or integration needed beneath the presentation.
Should I send my full dataset with the first enquiry?
No. A non-sensitive description of sources, scale and difficulties is enough to begin. Agree any later data access directly and appropriately.
From your question to a personal introduction
- 01
We clarify what you need
Tell us what you want to achieve, where you are now and your timescale. That gives the search a clear direction.
- 02
We check the right route
We explore the fit within our international network, including the network behind our members. Availability and interest on both sides are part of that check.
- 03
You agree the next steps
INC. prepares the introduction. The specialist discusses the approach, price and delivery directly with you. Guidance from INC. follows your membership arrangements.
Save time searching. Start with your question.
You do not have to build every connection yourself. Tell INC. which expertise you need so we can prepare a suitable personal introduction.
Please do not include confidential files or sensitive personal information here. We will first agree what information is needed.
Go to the membership application form
Explore existing INC. memberships