One command center.Mapped to how you work.

Watchdog / Fix first

AI ranks stale tables, failed dbt runs, and cost spikes into one Fix-first queue.

Executive KPI trust

Know the KPI tables are fresh before the Monday leadership meeting.

Board deck confidence

Freeze the numbers that go in the board pack — with a freshness check first.

Data contracts / SLOs

Freshness targets and owner expectations per table — on the roadmap.

Pipeline on-call

Escalation and mute windows for data incidents — without pager chaos.

Schema drift response

Catch column changes before dashboards silently break.

Partition cost guardrails

Stop the missing partition filter before finance sees it.

Fintech & financial services

Calm BigQuery + dbt reliability when ledger and risk numbers cannot be wrong quietly.

Ecommerce & retail

Know when orders, inventory, and attribution marts go quiet — before merchandising acts on yesterday.

B2B SaaS

Product analytics and revenue marts that stay trustworthy as the warehouse grows.

Marketplaces

Supply, demand, and payouts marts stay trustworthy when freshness is watched.

Agencies & multi-client data

Client BigQuery projects stay fresh and cost-aware — without a custom stack per account.

Healthcare & life sciences analytics

Operational analytics on BigQuery with metadata-only monitoring — rows stay put.

Media & entertainment analytics

Keep content and revenue marts fresh before morning editorial and finance reviews.

Gaming & interactive analytics

Player and monetization marts you can trust before the product review.

Government & public sector analytics

Metadata-only monitoring for warehouses that cannot ship rows to vendors.

Google BigQuery

Freshness and cost signals from BigQuery metadata — never your result rows.

dbt Core & Cloud

Failed models and tests, grouped — not twenty Slack pings overnight.

Slack alerts

One calm alert per root cause — routed where your team already works.

Snowflake

Freshness SLAs on Snowflake marts — same calm Watchdog queue as BigQuery + dbt.

Looker

Watch the BigQuery marts behind Looker before explores lie.

Tableau

Extract freshness starts with warehouse truth.

Fivetran

When syncs stall, landing-table freshness tells the truth first.

Apache Airflow

Pair DAG failures with warehouse freshness and dbt health.

For data engineering

Fix-first triage for BigQuery + dbt — without babysitting five alert channels.

For analytics

Trust the marts behind your dashboards — and catch the explore that burns the budget.

For founders & operators

A calm reliability net for operators who own the number.

RevOps & GTM data

Pipeline boards that are fresh before forecast meetings.

Finance analytics

Close-week freshness and cost spikes without spreadsheet archaeology.