SignalPilot for Analytics Engineers
Data Quality Issues? Ask SignalPilot.
SignalPilot connects to dbt Cloud/Core, your warehouse, and Slack to investigate test failures, trace lineage, and explain why numbers don't match.
Real Problems, Real Solutions
“dbt test failing in production”
The Problem
Tracing through model lineage, checking source freshness, and finding where bad data entered the pipeline
With SignalPilot
Ask SignalPilot: 'Why is unique_orders_order_id failing?' It traces lineage, checks sources, and finds the exact model introducing duplicates.
“Dashboard numbers don't match the source”
The Problem
Following joins across 15 models to find where the discrepancy is introduced
With SignalPilot
SignalPilot traces column lineage from dashboard to source, identifies transformation differences, and pinpoints where numbers diverge.
“Schema change broke downstream models”
The Problem
Finding all models affected by an upstream schema change and understanding the impact
With SignalPilot
Natural language: 'What downstream models are affected if I remove the discount_code column?' SignalPilot traces the full dependency graph.
Built for How You Work
SignalPilot integrates deeply with your existing tools and workflows.
Deep dbt Integration
Connect dbt Cloud or parse your manifest directly. SignalPilot understands your model lineage, documentation, test results, and column-level transformations.
Multi-Warehouse Support
Snowflake, BigQuery, Databricks, Redshift, Postgres—SignalPilot connects to your warehouse with read-only access and understands your specific SQL dialect.
Slack Context
When investigating a data issue, SignalPilot searches your #data-team Slack for related discussions, known issues, and tribal knowledge about the data.
Investigation Plans
Before running queries, SignalPilot shows you the investigation plan. See which tables it will query, what dbt models it will check, and approve before execution.
Common Use Cases
dbt test debugging
Column lineage tracing
Data reconciliation
Schema impact analysis
Source freshness investigation
Model documentation
Works With Your Stack
SignalPilot integrates with the tools you already use.
“A dbt test failed in prod at 2am. I asked SignalPilot what happened, and it traced the issue to a source table that had duplicates from a migration script.”— Analytics Engineer, Growth Stage Startup
Ready to Investigate Faster?
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