· Andrew Le Breuilly
Bring your own bucket, bring your own model
Survey data is too valuable to hand over blindly. Here is why Purify Intelligence lets you choose where your data lands and which AI model touches it.
The Blog
Notes on survey data processing, automation, and what we're building at Purify Intelligence.
· Andrew Le BreuillyFrom Survey Project to Reusable Data Asset
A modern survey data workflow connects source data, applies governed transformations and delivers structured outputs that remain useful after the project ends.
· Andrew Le BreuillyAI Ready Survey Data Starts with Structure Not Prompts
AI cannot compensate for missing survey context. Reliable AI-assisted analysis starts with structured responses, metadata and governed transformations.
· Andrew Le BreuillyHow Reusable Survey Pipelines Reduce Delivery Risk
Reusable survey-processing pipelines reduce repetitive work, improve consistency and make repeat studies less dependent on individual team members.
· Andrew Le BreuillyBronze Silver and Gold for Survey Data
A medallion architecture separates raw survey inputs, governed transformations and analysis-ready outputs into clear, auditable layers.
· Andrew Le BreuillyHow to Model Survey Data for Modern Analytics
A survey-specific dimensional model can preserve research context while making response data easier to query, combine and analyse.