Data definition management

Your data logic deserves a source of truth

Stakeholders define metrics visually. Engineers receive compiled code automatically. Every change versioned and approved.

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monthly_active_revenue

-- Auto-compiled by LogicGate · v4.2 · Owner: Ayesha R.
DEFINE monthly_active_revenue(month):
  FROM transactions
  WHERE
    status = "completed"
    AND type NOT IN ["refund", "chargeback"]
    AND is_internal = false
    AND amount_usd > 0
  RETURN SUM(amount_usd) GROUP BY calendar_month
  → Approved by Dawood L.

THE PROBLEM

Logic with no home breaks pipelines

When data definitions exist only in meetings and documents, stakeholders keep revising them informally — and pipelines silently drift.

WITHOUT LOGICGATE

Monthly revenue = all transactions in the billing month

Actually, exclude chargebacks as well

Remove internal test accounts too

I mentioned this in last week's review

No record. No version. Pipeline breaks in production.

WITH LOGICGATE

Ayesha R. updated Monthly Active Revenue

Change: type NOT IN ["chargeback"]

Reason: "Finance audit requires chargeback exclusion from MRR"

Approved by: Dawood L. — VP Data

Every change logged. Pseudocode auto-updated.

HOW IT WORKS

From scattered requirement to compiled code

Stakeholder defines

Uses visual dropdowns and condition blocks. No SQL. No ambiguity.

Engineer reviews

Inspects the change, approves or requests clarification with a written note.

LogicGate compiles

Definition auto-compiles to SQL, Python, or dbt. Versioned and timestamped.

Pipeline stays consistent

Copy output into your pipeline. No logic drift. No surprise revisions.

SEE IT IN ACTION

Define once. Compile to anything.

A definition built visually compiles to four formats — always in sync with the latest approved version. Edit a filter below to recompile live.

Monthly Active Revenuev4.2

status=

AND

typeNOT IN

AND

is_internal=

AND

amount_usd>

Aggregation: SUM(amount_usd) · Group by: calendar_month

Compiled outputv4.2

AUTO-GENERATED

Compiling pseudocode…

DEFINE monthly_active_revenue(month):
  FROM transactions
  WHERE
    status = "completed"
    AND type NOT IN ["refund","chargeback"]
    AND is_internal = false
    AND amount_usd > 0
  RETURN SUM(amount_usd)
  GROUP BY calendar_month