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Identify themes in qualitative data
Conducts thematic analysis on qualitative data and outputs themes with supporting quotes.
Workflow: CRM data hygiene weekly cleanup
Weekly automated cleanup of CRM data — deduplication, missing fields, stale records.
Build a 'data ethics' policy
Drafts a data ethics policy covering use, sharing, and bias.
Build a 'data democratisation' program
Plans a program to spread data literacy + access across the company.
Build a 'data trust' building protocol
Plans how a data team builds trust with stakeholders over time.
Build a 'data review meeting' for a team
Designs a recurring data review meeting for an individual team.
Build a 'data > opinion' culture protocol
Designs a protocol for shifting from opinion-driven to data-informed decisions.
Build an EDA (exploratory data analysis) plan
Plans an exploratory data analysis on a new dataset before forming hypotheses.
Build a Data Processing Agreement (DPA)
Drafts a Data Processing Agreement for B2B customers that meets GDPR + AU expectations.
Build a data retention policy
Drafts a data retention policy with per-category retention periods and deletion mechanisms.
Build a Data Subject Access Request (DSAR) process
Drafts a process for handling subject access requests (right to data + right to delete).
Build a Notifiable Data Breaches (NDB) plan
Drafts a breach notification plan compliant with the AU NDB scheme.
Build a data dictionary
Drafts a data dictionary for a database or warehouse — the human-readable schema.
Build a 'data product' brief
Briefs a data product (dashboard, model, dataset) like a real product with users + outcomes.
Build a data quality framework
Designs a data quality framework with checks, owners, and incident response.
Build a data lineage doc
Documents data lineage from source to consumed metric for trust + debugging.
Build a data observability plan
Plans data observability with monitoring of pipelines, freshness, and quality.
Run topic modelling on text data
Plans topic modelling (LDA or BERTopic) on a corpus of text data.
Build research personas from data
Synthesises research data into 3–4 personas with goals, pains, and behavioural patterns.
Build a due diligence data room
Lists every document a startup needs in a fundraise or acquisition data room.
Behavioural truths from a quant data set
Translate dry quant data into the human behavioural truths a creative team can actually brief against.
Segment archetype building from data
Turn raw segment data into three named archetypes with their own beliefs, jobs, and triggers.