Data, analytics & AI-ready foundation

Do you know what percent of your data is complete, accurate, and current? If not, start measuring.

Where exactly does the data live? A few Excels, the primary DB, or do you have a data warehouse or lakehouse?

Do you use dbt, DuckDB, Snowflake, or BigQuery? Or do all queries run on the production DB and slow down the app?

If you plan RAG or semantic search — do you have a vector DB (pgvector in Postgres, Pinecone, Weaviate)?

Server-side GA4 tracking via GTM? Without it you lose 30–40 % of data to ad-blockers and ITP.

Data lineage — do you know where every number in a management report came from? Or is it 'that's always been there'?

GDPR check

do you have documented which personal data you process and on what legal basis? Without a Record of Processing Activities you're non-compliant.