Masthead Data - Data Analytics Tool

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Masthead Data

Free Trial, PaidData Analytics

A data-platform observability tool for Google Cloud that spots anomalies, cost spikes, and pipeline issues — without ever touching sensitive data itself.

Founded by: Sergii Tkachovin 2022

You can use Masthead Data when you're running data pipelines, BigQuery, or other data workflows on Google Cloud and want early warning when something goes wrong — broken pipelines, sudden cost jumps, or bad data. It monitors metadata & logs (not raw data), builds lineage, checks rules, alerts anomalies, and gives you cost visibility. Ideal for Finance teams, Data Ops, and Engineers who want reliability + lower bills.

Use Cases

Catching production pipeline failures proactively before downstream impact
Reducing cloud cost surprises by identifying heavy queries or orphan pipelines
Ensuring data quality in tables without manually writing checks
Giving non-engineering stakeholders visibility into data reliability and cost
Tracking dependencies so that changes in upstream data don’t break dashboards/reports
Enabling data teams to collaborate quickly when issues arise, reducing MTTR

Standout Features

No data access: works using metadata & logs only (no raw data ingestion)
Column-level lineage to trace root causes across pipelines
Automated anomaly detection for cost, usage, pipeline health
Cost FinOps module that shows which pipelines/queries are driving spending
Fast deployment (15 minute setup; full obs in a few hours)
Compliance-friendly: HIPAA & GDPR readiness

Tasks it helps with

Detect anomalies in pipelines, tables, and costs in real time
Surface and triage data quality issues without accessing raw data
Build and view column-level lineage & metadata for dependency tracking
Monitor spend per pipeline or data product to find cost inefficiencies
Send notifications when data pipelines fail or data is missing
Enable teams to collaborate on resolving data issues faster

Who is it for?

Data Engineer, Analytics Engineer, Data Operations, CTO, Finance/Cost Engineer, BI Manager

Overall Web Sentiment

People love it

Time to value

Quick Setup (< 1 hour for basic alerts and visibility; more for full lineage and custom rules)
data observability, BigQuery monitoring, pipeline observability, GCP cost optimization, data reliability, anomaly detection, metadata lineage
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