Stop babysitting pipelines.
Start building.
Every data reliability tool detects problems. Thalamus fixes them. Autonomous remediation that closes the gap between alerts and resolution — no manual intervention, no 15-hour debugging sessions, no patchwork of monitoring tools.
Open Dashboard → See live pipeline healthHow It Works
Point it at your stack
Thalamus connects to your data warehouse, orchestrator, and transformation layer. Snowflake, Redshift, BigQuery, Airflow, dbt. It maps your entire pipeline topology in minutes.
Always watching
The agent monitors every pipeline run, every schema change, every data quality metric. It learns what "normal" looks like for your data, so it catches anomalies before they cascade.
Breaks fix themselves
When a pipeline fails, Thalamus diagnoses the root cause, generates a fix, tests it in isolation, and deploys it. Schema drift? Handled. Null explosions? Caught. Upstream changes? Adapted. You get a summary in the morning. The pipeline never stopped.
Detection vs. Remediation
Every Other Tool (Detection Only)
- Monte Carlo alerts you to schema drift → you fix it manually (15 hrs avg)
- dbt tests fail → you debug SQL and upstream changes yourself
- PagerDuty wakes you at 3 AM → you troubleshoot half-asleep
- Fivetran connector breaks → you dig through API logs and retry logic
- Data quality issue detected → you spend your sprint tracing root cause
- Deploy 5+ monitoring tools ($10K-50K/mo) just to know what's broken
Thalamus (Autonomous Remediation)
- Schema drift detected → Thalamus adapts transformations automatically
- Pipeline fails → root cause diagnosed, fix tested, deployed in minutes
- No 3 AM pages → autonomous healing while you sleep, summary in morning
- Null explosion caught → data quality rules adjusted, pipeline resumed
- Upstream API changes → Thalamus updates connectors and re-runs affected jobs
- One platform replaces the patchwork — detection AND remediation
Transparent, Fixed Pricing
No consumption-based surprises. No per-seat taxes. No hidden costs. Just predictable pricing that scales with your data, not your team.
For teams starting to scale their data infrastructure
- Up to 50 pipelines monitored
- Autonomous remediation 24/7
- Schema drift detection & fixes
- Data quality monitoring
- Slack + email alerts
- 7-day incident history
For mid-market teams (20-100 engineers) serious about reliability
- Unlimited pipelines
- Priority autonomous healing
- Custom remediation playbooks
- Advanced anomaly detection
- Root cause analysis reports
- 90-day incident history
- Dedicated support channel
Replaces your patchwork: Monte Carlo ($10K-15K/yr), dbt Cloud ($5K-12K/yr), Fivetran monitoring add-on ($3K-8K/yr), custom alerting infrastructure, and 15+ hours/week of manual debugging. One platform, one price, zero surprises.
Data engineers should build, not babysit.
Thalamus is the autonomous nervous system for your data stack. It monitors, regulates, and repairs — so your team builds, not babysits.