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DataLineageMap: SQL Query Dependency Tracker

Visual dependency mapper that shows exactly which dashboards, reports, and data products break when a single database column is deleted or renamed, built for data teams at mid-market companies.

Opportunity
High
Competitors
2apps
Difficulty
Medium
Market
Medium
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Key insight: Mid-market companies are drowning in technical debt from accidental schema changes, but they're not willing to spend $100k on Collibra—they just need a $150/month dependency map that Claude can build by reading their SQL queries.

The Problem

When data engineers modify schemas or drop columns, they have no way to know which downstream dashboards, BI reports, or ML pipelines will break until users complain. Most companies manually track these relationships in spreadsheets or Notion docs that go stale immediately.

Target Audience

Data engineers and analytics engineers at companies with 50-500 employees who use Postgres, Snowflake, or BigQuery and have 20+ interconnected dashboards/reports but no enterprise data governance tool.

Why Now?

AI-powered code analysis (Claude) makes it trivial to extract dependencies from SQL queries at scale; 5 years ago this needed manual parsing. Remote work culture means fewer institutional knowledge keepers who remember which dashboards depend on which columns.

What's Missing

Existing solutions are enterprise-grade and priced accordingly; there's no $99/month option that just maps dependencies without requiring months of onboarding or metadata management.

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