Registry

One search to find every metric that matters.

A searchable, filterable catalog of every governed metric in your organization — with ownership, trust signals, and overlap detection. Discovery for humans and AI agents alike.

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🔍 Search metrics…MRRS. ChenTier 2ApprovedChurn RateJ. ParkTier 2Approved2 related foundNRRS. ChenTier 1DraftARRM. LiuTier 2ApprovedCACR. KimTier 1In ReviewLTVJ. ParkTier 1Approved

Metric sprawl is the silent killer.

Duplicates everywhere

Three churn definitions. Five revenue metrics. Nobody knows which is current, which is deprecated, or which was approved for the board.

Reinventing the wheel

New analysts create metrics that already exist because there is no authoritative index. The same logic is defined, debated, and approved multiple times across teams.

One source of truth

The metric registry gives every team and every AI agent a single place to find the canonical, governed definition for any business concept in the organization.

How the registry works

01

Catalog view

Browse all metrics by name, concept category, governance tier, owner, status, and version. Filter and sort to find exactly what you need.

02

Detail view

Drill into any metric for the full definition, SQL logic, conversation audit trail, version history with diffs, related metrics, and governance information.

03

Overlap detection

Fuzzy name matching and semantic comparison automatically surface metrics that might be duplicates or variants. Catch conflicts before they cause problems.

Key capabilities

Full-text and semantic search

Find metrics by name, description, category, or intent. AI agents and human teams alike can discover the canonical definition for any business concept.

Ownership and trust signals

Every metric shows its owner, governance tier, approval status, validation date, and version at a glance. Know who to ask and whether to trust it.

Overlap detection

Fuzzy name matching and semantic comparison surface potential duplicates before you create them. Prevents the metric sprawl that breaks AI agent trust.

Relationship mapping

Track how metrics relate: variant_of, replaces, conflicts_with. Understand the full landscape of definitions for any business concept.

Version history with diffs

Every metric carries its full version history with human-readable diffs. See what changed, who changed it, and why — across every iteration.

Ready to close the context gap?

Join the companies building a trusted context layer for their AI agents and business teams.

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