Data Health & Analytics Readiness
Find out why leadership doesn't trust the numbers — and fix the first workflow.
Data flow map, schema audit, quality scoring, and a remediation roadmap. The goal is a reporting workflow your team can run without a heroic analyst.
Starts with
The reports leadership already uses — and the spreadsheets they actually trust when those reports are wrong.
You leave with
A data-trust diagnosis, a sequenced platform path, and the first governed workflow worth shipping.
Fit
Is this for you?
Operators where dashboards exist but nobody trusts them. Teams planning a CDP, warehouse, or analytics platform migration. Leaders who need data to support decisions, not decorate slide decks.
Probably not if
- Full data platform build — this scopes it; delivery is a separate engagement.
- Real-time streaming architecture from scratch without a defined use case.
Deliverables
What you receive.
- Data flow map: sources, pipelines, transformations, and consumption points
- Schema audit with lineage gaps and duplication flagged
- Data quality scoring on the datasets that drive decisions
- Reporting trust assessment: which numbers leadership uses vs. ignores
- Remediation roadmap with the first governed workflow identified
Build options
What we can deliver after.
The diagnostic is the front door. If the roadmap still needs hands on the work, these are the typical next steps — scoped from the problem, not from a menu.
- First governed pipeline: ETL/ELT setup, dbt models, or event tracking for one critical workflow
- CDP or warehouse migration scoped to one domain (customer, product, finance)
- Data quality monitoring and alerting for production datasets
- Fractional Cloud / Platform Advisor if data infra decisions need ongoing judgment
Scoping to delivery
How the engagement runs.
- 01Discovery call: confirm data sources, reporting pain, and decision timeline
- 02Access: sample reports, pipeline configs, schema docs, and the analyst who knows where bodies are buried
- 03Week 1: data flow mapping, stakeholder interviews on trust gaps
- 04Week 2: schema and quality assessment, platform options evaluation
- 05Week 2–3: roadmap, first workflow recommendation, exec readout
Typical follow-on
Post-Diagnostic Execution Retainer to ship the first governed workflow.