One definition
Turn ambiguous KPIs into contracts with formula, grain, owner, and limits.
Analytics engineering toolkit
Metric Contract Studio
Business teams argue about revenue, conversion, and churn because nobody owns a single definition. This studio turns metrics into contracts — validated, scored, and exportable.
Explainable maturity
Score every metric from 0–100 and show exactly which points were earned or lost.
Ship documentation
Export Markdown, SQL templates, and quality checklists for wiki or PR review.
Why metrics break
Dashboards disagree when grain, filters, and ownership are tribal knowledge. A metric contract makes the definition reviewable — before the board meeting, not during it.
- • Missing owner and refresh cadence
- • Ratio metrics without numerator/denominator
- • No validation rules or misuse examples
- • SQL copied from Slack with no source of truth
Portfolio signal
Governance as a product
Built to demonstrate analytics engineering judgment, not just UI scaffolding.