End-to-end data processing and delivery
Collecting data is only half the job. VisionIQ's Data Processing team handles everything that happens after fieldwork closes — transforming raw survey responses into clean, structured, and insight-ready datasets. From advanced data processing and coding to crosstabulation, weighting, and interactive dashboard delivery, we ensure your data arrives in exactly the format your team needs to work with confidence.
Talk to our data teamWe deliver end-to-end data processing solutions that transform raw research responses into clean, structured, and audit-ready datasets. Our team handles the entire data lifecycle, expertly delivering your results in whatever format your stakeholder team requires, including standard cross-tabulations, complex banner tables, and SPSS (.sav) files. For teams looking for real-time clarity, we also build dynamic, interactive Power BI dashboards that allow you to slice, filter, and visualize your market insights at the click of a button.
Data quality is not something you can fix at the end of a project — it has to be built in from the start. Our data processing team operates as the final quality gate, catching anything that slipped through fieldwork and ensuring that what lands in your hands is clean, weighted correctly, and structured for the decisions you need to make.
We deliver data in all standard formats including SPSS (.sav), Excel (.xlsx), CSV, and JSON. We can also integrate directly with your BI tools such as Tableau or Power BI on request.
Our team codes open-ended verbatims into thematic categories using a combination of manual expert coding and AI-assisted text analysis, delivering structured, quantifiable results alongside raw verbatims.
We apply rim/raking weighting, cell weighting, and custom weight schemes based on your population targets. All weights are documented and delivered alongside your dataset for full transparency.
Absolutely. We adapt our output to match your internal templates, brand guidelines, or software requirements. Just share your specifications and we will deliver data exactly as you need it.
Standard datasets are typically processed within 24–48 hours of fieldwork close. Larger or more complex projects with extensive coding requirements are scoped with a dedicated timeline agreed upfront.
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