Model & Prepare

Turn raw data into analysis-ready datasets

Raw data is rarely ready to use. We clean, blend, and model your data into consistent, trustworthy datasets — so the numbers behind every dashboard and report line up. Analysis-ready data in a snap, without the manual wrangling.

See it in action

Blend data

One schema across every channel

ValidatedNormalized currencyDeduplicated
Output table fields
Facebook Ads
Google Ads
TikTok Ads
revenue
purchase_value
all_conversions_value
complete_payment_value
total_conversions
purchase
all_conversions
conversions
spend
spend
cost
spend_usd
Normalized
purchase
purchase
all_conversions
checkout
engagement
likessharesall_views
engagements
likescomments

Mappings run on every sync — different source names collapse into one clean, validated field.

What you get

Cleaning & Validation

Deduplicate, standardise, and validate so you can trust every figure.

Cross-Channel Blending

Combine sources into unified models with consistent naming and metrics.

Reliable Data Models

Well-structured models that make reporting fast, accurate, and repeatable.

Set It and Forget It

Transformations run on schedule, so your datasets are always current.

Consistent numbers across every report
Eliminate manual data wrangling
Cross-platform data unification
Always up-to-date with fresh data

Ready to Get Started?

Book a demo and see how Data Transformation fits into your analytics stack.