Lineage-First Observability
Lineage-First Data Observability
for AI-Ready Enterprises
See every hop your data takes from source to warehouse to dashboard to AI model. Rakuten SixthSense gives you end-to-end, column-level data lineage with built-in observability, so you can catch issues at the source instead of firefighting symptoms downstream.
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3B+
Rows Monitored Daily
Scales with Databricks, Snowflake, BigQuery95%
Accuracy Sustained
Enterprises keep dashboards trustworthy at scale50+
Connectors
Fastest plug-and-play in the category6 → 0.1
Hrs MTTR
AI-driven alerts slash fix time 60xTrusted by teams at:
Smarter Data Starts
With Smarter Observability
Rakuten SixthSense brings AI intelligence, unified lineage, and real-time context
to every pipeline, so you can act on insights, not incidents.
Manual checks, fixed thresholds- Fragmented tools & alerts
- No lineage, slow RCA
- Delayed, noisy alerts
- Rigid, pricey tiers
AI-tuned monitors adapt in real time- Unified health view pipelines-to-BI
- Column-level lineage + impact graph
- Real-time Slack / Webhook pings
- Usage-based + free tier
Zero false alerts, early drift catch- One screen, no swivel-chairing
- Root cause in seconds
- Act before users notice
- Start free, scale predictably
Outcomes
Yesterday’s Monitoring
Engineered on Pillars of Accuracy & Trust
AI-Ready Data Observability
From pipeline to BI, we operationalize trust with lineage-first context, AI guardrails, and incident automation.
AI-Augmented Drift Guardrails
Unified Incident Response & Governance
Book a 1:1 with a Data Engineering Expert
5-min architecture review. Walk your pipeline; get a 30-day plan.
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Data Downtime
Silently Drains Enterprises
Know your data downtime bill before you scale AI. The calculator estimates losses and highlights the fastest ways to cut them.
91 %
of data leaders build AI yet 2 out of 3 don’t fully trust their data
Medium
$3.1 T
lost every year to poor-quality data
enricher.io
55 %
of organisations struggle with bad data driving wrong decisions
enricher.io
Core Features
Built for AI-Ready Data
Validate, trace, and govern your data at scale so analytics and AI deliver
consistent, verifiable outcomes.
LineageFreshnessQualityVolumeSchema
End-to-End Visibility
Data Observability across layers guarantees trustworthy insights, performance, and compliance round-the-clock effortlessly.
Detect Issues Before They Cascade
- 360° coverage across data stores, infrastructure, code, and model outputs.
- Self-tuning AI monitors auto-generate and refine data-quality rules.
- Hands-free tests expand automatically as new tables and pipelines appear.
- Instant alerts notify you before issues reach customers or executives.
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Seamless integration with your stack!
From pipelines to dashboards, everything unified in minutes, not months.
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The Latest at
Rakuten SixthSense
Report . January 20, 2025
Top 5 Data Observability Tools: A Comprehensive Comparison for 2025
Data Observability in Action
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